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  • thema EDItEUR::J Society and Social Sciences::JN Education  (176)
  • thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence  (115)
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  • 16S rRNA geneOrbicella faveolataMontastraea faveolataPhyloChipcoral reefsyellow band blotch disease
  • Springer Nature  (291)
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  • 1
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    Introduction to Digital Humanism (2024)
    Springer Nature | Springer Nature Switzerland
    Details
    Publication Date: 2024-04-14
    Description: This open access textbook introduces and defines digital humanism from a diverse range of disciplines. Following the 2019 Vienna Manifesto, the book calls for a digital humanism that describes, analyzes, and, most importantly, influences the complex interplay of technology and humankind, for a better society and life, fully respecting universal human rights. The book is organized in three parts: Part I “Background” provides the multidisciplinary background needed to understand digital humanism in its philosophical, cultural, technological, historical, social, and economic dimensions. The goal is to present the necessary knowledge upon which an effective interdisciplinary discourse on digital humanism can be founded. Part II “Digital Humanism – a System’s View” focuses on an in-depth presentation and discussion of the main digital humanism concerns arising in current digital systems. The goal of this part is to make readers aware and sensitive to these issues, including e.g. the control and autonomy of AI systems, privacy and security, and the role of governance. Part III “Critical and Societal Issues of Digital Systems” delves into critical societal issues raised by advances of digital technologies. While the public debate in the past has often focused on them separately, especially when they became visible through sensational events the aim here is to shed light on the entire landscape and show their interconnected relationships. This includes issues such as AI and ethics, fairness and bias, privacy and surveillance, platform power and democracy. This textbook is intended for students, teachers, and policy makers interested in digital humanism. It is designed for stand-alone and for complementary courses in computer science, or curricula in science, engineering, humanities and social sciences. Each chapter includes questions for students and an annotated reading list to dive deeper into the associated chapter material. The book aims to provide readers with as wide an exposure as possible to digital advances and their consequences for humanity. It includes constructive ideas and approaches that seek to ensure that our collective digital future is determined through human agency.
    Keywords: ethics in computer science ; responsible technologies ; legal issues and regulation ; data privacy ; digitalization ; digital economy ; digital humanism ; social responsibility ; thema EDItEUR::U Computing and Information Technology::UB Information technology: general topics::UBJ Digital and information technologies: social and ethical aspects ; thema EDItEUR::Q Philosophy and Religion::QD Philosophy::QDT Topics in philosophy::QDTQ Ethics and moral philosophy ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::Q Philosophy and Religion::QD Philosophy::QDT Topics in philosophy::QDTS Social and political philosophy
    Language: English
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  • 2
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    Making Universities Matter (2024)
    Springer Nature | Springer Nature Switzerland
    Details
    Publication Date: 2024-04-07
    Description: In an era of rapid change and increasing societal demands, the role of universities as knowledge producers and catalysts for change has come under scrutiny. This open access book offers a fresh perspective on the significance of universities in society, shedding light on how their knowledge can truly matter beyond academia. Drawing upon insightful inquiries from both the Swedish and international contexts, this volume delves into the multifaceted interactions between universities and various knowledge users, emphasizing the need for scholars to reflect on how their knowledge can become useful and applicable to wider society. Organized into three compelling themes, collaboration, engagement, and impact, this book explores the concept of "mattering". Together and jointly, they point at the fluid movement of scholars and scholarly knowledge across academic, political, and public spaces, and the intentional actions of scientists to leverage their expertise for real-worldimpact. Essential reading for social science and humanities scholars, university management professionals, and individuals keen on a critical understanding of the evolving role of universities, this volume offers a comprehensive examination of how universities have mattered, continue to matter, and can shape the future.
    Keywords: Knowledge and Innovation ; Knowledge transfer ; Universities in society ; Knowledge production ; Innovation and Technology Management ; University governance ; Science–policy interaction ; Role of universities in society ; Research collaboration ; Inequality in academia ; thema EDItEUR::K Economics, Finance, Business and Management::KJ Business and Management::KJD Business innovation ; thema EDItEUR::K Economics, Finance, Business and Management::KJ Business and Management::KJM Management and management techniques::KJMK Knowledge management ; thema EDItEUR::J Society and Social Sciences::JN Education ; thema EDItEUR::J Society and Social Sciences::JH Sociology and anthropology::JHB Sociology ; thema EDItEUR::J Society and Social Sciences::JN Education::JNM Higher education, tertiary education ; thema EDItEUR::K Economics, Finance, Business and Management::KC Economics ; thema EDItEUR::J Society and Social Sciences::JN Education::JNF Educational strategies and policy
    Language: English
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  • 3
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    Kantian Ethics and the Attention Economy (2024)
    Springer Nature | Palgrave Macmillan
    Details
    Publication Date: 2024-04-11
    Description: In this open access book, Timothy Aylsworth and Clinton Castro draw on the deep well of Kantian ethics to argue that we have moral duties, both to ourselves and to others, to protect our autonomy from the threat posed by the problematic use of technology. The problematic use of technologies like smartphones threatens our autonomy in a variety of ways, and critics have only begun to appreciate the vast scope of this problem. In the last decade, we have seen a flurry of books making “self-help” arguments about how we could live happier, more fulfilling lives if we were less addicted to our phones. But none of these authors see this issue as one involving a moral duty to protect our autonomy.
    Keywords: Kantian ethics ; technology ; social media addiction ; artificial intelligence ; distraction ; thema EDItEUR::Q Philosophy and Religion::QD Philosophy::QDT Topics in philosophy::QDTQ Ethics and moral philosophy ; thema EDItEUR::Q Philosophy and Religion::QD Philosophy ; thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence
    Language: English
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  • 4
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    The International Bureau of Education (1925-1968) (2024)
    Springer Nature | Palgrave Macmillan
    Details
    Publication Date: 2024-03-29
    Description: This open access book offers a critical analysis of the history of the International Bureau of Education (IBE) from its founding in 1925 to its integration into UNESCO in January 1969. Based on the conceptual and methodological tools of the transnational turn and on archives, fully exploited for the first time by the research team, this book enriches knowledge of the phenomena of globalization. It does so in a field, education, which is currently one of those most invested in globalization, but whose sociogenesis in the era of its first period of institutionalization remains to be explored more profoundly. The authors do this by analyzing how the actors of the IBE tried to realize their aspiration towards universal aims in education, the contradictions they were confronted with, the causes they invested in, their operating mode and the governments and international organizations with which they cooperated.
    Keywords: International Bureau of Education ; Jean Piaget ; 20th century education ; transnational education ; UNESCO ; SDG 4 ; bic Book Industry Communication::J Society & social sciences::JN Education::JNB History of education ; bic Book Industry Communication::J Society & social sciences::JN Education ; bic Book Industry Communication::J Society & social sciences::JN Education::JNF Educational strategies & policy ; bic Book Industry Communication::H Humanities::HB History::HBG General & world history ; thema EDItEUR::J Society and Social Sciences::JN Education::JNB History of education ; thema EDItEUR::J Society and Social Sciences::JN Education ; thema EDItEUR::J Society and Social Sciences::JN Education::JNF Educational strategies and policy ; thema EDItEUR::N History and Archaeology::NH History::NHB General and world history
    Language: English
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  • 5
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    Gute Kinderschutzverfahren (2024)
    Springer Nature | Springer Berlin Heidelberg
    Details
    Publication Date: 2024-04-01
    Description: In Kinderschutzfällen ist es Aufgabe der Jugendämter und Familiengerichte, im Raum stehende Kindeswohlgefährdungen einzuschätzen und gegebenenfalls durch geeignete Hilfen und Maßnahmen abzuwenden. Diese Einschätzungen und Entscheidungen können den weiteren Lebensweg von Kindern und ihren Eltern stark beeinträchtigen. Umso wichtiger ist es, dass die an familiengerichtlichen Kinderschutzverfahren beteiligten professionellen Akteure sich über ihre eigenen Aufgaben und die der anderen im Klaren sind, damit sie gut zusammenarbeiten können. Das vorliegende Buch vermittelt Grundlagenwissen aus verschiedenen Disziplinen und bietet damit das Fundament für eine gute interdisziplinäre Zusammenarbeit. Es enthält tatsachenwissenschaftliche Erkenntnisse zu Kindeswohlgefährdungen und deren Abwendung Grundlagenwissen zur kindlichen Entwicklung Orientierung zu den beteiligten Akteuren, Vernetzung und Interdisziplinarität Kenntnisse über die rechtlichen Rahmenbedingungen Grundzüge zum Ablauf von Kinderschutzverfahren Die Publikation orientiert sich am interdisziplinären Online-Kurs „Gute Kinderschutzverfahren“ (https://guteverfahren.elearning-kinderschutz.de/) und bietet allen juristischen, sozialpädagogischen, psychologischen und medizinischen Fachkräften die für qualifizierte Kinderschutzverfahren benötigten vertieften Grundlagenkenntnisse. Es handelt sich um eine Open-Access-Publikation mit freiem und uneingeschränktem Zugang zur elektronischen Ausgabe.
    Keywords: Kinderschutzverfahren ; Sexuelle Gewalt gegen Kinder ; Verfahren nach § 1666 BGB ; Kindswohlgefährdung ; Kindgerechte Verfahren ; Entwicklungspsychologie ; Entwicklungspsychopathologie ; Misshandlungsformen ; Misshandlungsfolgen ; thema EDItEUR::M Medicine and Nursing::MK Medical specialties, branches of medicine::MKL Psychiatry ; thema EDItEUR::L Law ; thema EDItEUR::M Medicine and Nursing::MK Medical specialties, branches of medicine::MKM Clinical psychology::MKMT Psychotherapy ; thema EDItEUR::M Medicine and Nursing::MK Medical specialties, branches of medicine::MKM Clinical psychology ; thema EDItEUR::J Society and Social Sciences::JN Education
    Language: German
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  • 6
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    Research Thinking for Responsive Teaching (2024)
    Springer Nature | Springer Nature Singapore
    Details
    Publication Date: 2024-03-29
    Description: This open access book examines the facilitation of pre-service and in-service educators’ research thinking that equips them to be responsive to the unfolding uncertainties of the 21st century, and to likewise prepare their own students. It addresses several key areas, including: articulating the contemporary need for research thinking across teacher education; showcasing diverse yet conceptually connected strategies that all use the Research Skill Development (RSD) framework; providing an explicit scaffolded approach; and extending knowledge of the 'Models of Engaged Learning and Teaching' (MELT) conceptual framework. This book also addresses the contemporary topics of social media for learning, digital literacy, education research as cultural work and formations of communities of practice, with cross-cutting themes of scaffolded development and formative assessment of research skills. It highlights how research thinking is not only vital for PST (Preservice Teachers), I-ST (In-Serivce Teachers) and university educators, but also models for them how to scaffold the research thinking of their own students. This book's use of the RSD, as a shared conceptual framework across the chapters, emphasises the overlaps between ways of thinking in the different learning areas in which education occurs, without masking the differences. Likewise, the interdisciplinary work that comprises Education is informed by the RSD conceptual framework as used in a variety of disciplines. Together, this use of RSD brings a strong sense of connectedness between PST, I-ST and university educators. This is an open access book.
    Keywords: Preservice teacher education ; Research skill development ; problem solving ; Models of engaged learning and teaching ; Digital literacy ; Blended learning ; Social media learning ; evidence-based decision-making ; decision-making in times of uncertainty ; action learning ; In-service teacher education ; Research thinking ; critical thinking ; educational development ; action research ; Online learning ; responsive and adaptive teaching ; instantaneous decision-making ; bic Book Industry Communication::J Society & social sciences::JN Education::JNM Higher & further education, tertiary education::JNMT Teacher training ; bic Book Industry Communication::J Society & social sciences::JN Education ; bic Book Industry Communication::J Society & social sciences::JN Education::JNM Higher & further education, tertiary education ; thema EDItEUR::J Society and Social Sciences::JN Education::JNM Higher education, tertiary education::JNMT Teacher training ; thema EDItEUR::J Society and Social Sciences::JN Education ; thema EDItEUR::J Society and Social Sciences::JN Education::JNM Higher education, tertiary education
    Language: English
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  • 7
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    Digital Twin (2024)
    Springer Nature | Springer Nature Switzerland
    Details
    Publication Date: 2024-04-11
    Description: This open access book offers comprehensive, self-contained knowledge on Digital Twin (DT), which is a very promising technology for achieving digital intelligence in the next-generation wireless communications and computing networks. DT is a key technology to connect physical systems and digital spaces in Metaverse. The objectives of this book are to provide the basic concepts of DT, to explore the promising applications of DT integrated with emerging technologies, and to give insights into the possible future directions of DT. For easy understanding, this book also presents several use cases for DT models and applications in different scenarios. The book starts with the basic concepts, models, and network architectures of DT. Then, we present the new opportunities when DT meets edge computing, Blockchain and Artificial Intelligence, and distributed machine learning (e.g., federated learning, multi-agent deep reinforcement learning). We also present a wide application of DT as an enabling technology for 6G networks, Aerial-Ground Networks, and Unmanned Aerial Vehicles (UAVs). The book allows an easy cross-reference owing to the broad coverage on both the principle and applications of DT. The book is written for people interested in communications and computer networks at all levels. The primary audience includes senior undergraduates, postgraduates, educators, scientists, researchers, developers, engineers, innovators and research strategists.
    Keywords: Digital Twin ; Edge Computing ; Machine Learning ; 6G ; Internet of Things ; thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBJ Maths for engineers ; thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TJ Electronics and communications engineering::TJK Communications engineering / telecommunications ; thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TJ Electronics and communications engineering::TJK Communications engineering / telecommunications::TJKW WAP (wireless) technology ; thema EDItEUR::U Computing and Information Technology::UK Computer hardware::UKN Network hardware ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning ; thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBJ Maths for engineers ; thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TJ Electronics and communications engineering::TJK Communications engineering / telecommunications ; thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TJ Electronics and communications engineering::TJK Communications engineering / telecommunications::TJKW WAP (wireless) technology ; thema EDItEUR::U Computing and Information Technology::UK Computer hardware::UKN Network hardware ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning
    Language: English
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  • 8
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    Introduction to Digital Humanism (2024)
    Springer Nature | Springer Nature Switzerland
    Details
    Publication Date: 2024-04-14
    Description: This open access textbook introduces and defines digital humanism from a diverse range of disciplines. Following the 2019 Vienna Manifesto, the book calls for a digital humanism that describes, analyzes, and, most importantly, influences the complex interplay of technology and humankind, for a better society and life, fully respecting universal human rights. The book is organized in three parts: Part I “Background” provides the multidisciplinary background needed to understand digital humanism in its philosophical, cultural, technological, historical, social, and economic dimensions. The goal is to present the necessary knowledge upon which an effective interdisciplinary discourse on digital humanism can be founded. Part II “Digital Humanism – a System’s View” focuses on an in-depth presentation and discussion of the main digital humanism concerns arising in current digital systems. The goal of this part is to make readers aware and sensitive to these issues, including e.g. the control and autonomy of AI systems, privacy and security, and the role of governance. Part III “Critical and Societal Issues of Digital Systems” delves into critical societal issues raised by advances of digital technologies. While the public debate in the past has often focused on them separately, especially when they became visible through sensational events the aim here is to shed light on the entire landscape and show their interconnected relationships. This includes issues such as AI and ethics, fairness and bias, privacy and surveillance, platform power and democracy. This textbook is intended for students, teachers, and policy makers interested in digital humanism. It is designed for stand-alone and for complementary courses in computer science, or curricula in science, engineering, humanities and social sciences. Each chapter includes questions for students and an annotated reading list to dive deeper into the associated chapter material. The book aims to provide readers with as wide an exposure as possible to digital advances and their consequences for humanity. It includes constructive ideas and approaches that seek to ensure that our collective digital future is determined through human agency.
    Keywords: ethics in computer science ; responsible technologies ; legal issues and regulation ; data privacy ; digitalization ; digital economy ; digital humanism ; social responsibility ; thema EDItEUR::U Computing and Information Technology::UB Information technology: general topics::UBJ Digital and information technologies: social and ethical aspects ; thema EDItEUR::Q Philosophy and Religion::QD Philosophy::QDT Topics in philosophy::QDTQ Ethics and moral philosophy ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::Q Philosophy and Religion::QD Philosophy::QDT Topics in philosophy::QDTS Social and political philosophy
    Language: English
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  • 9
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    Misrepresentation and Silence in United States History Textbooks (2024)
    Springer Nature | Palgrave Macmillan
    Details
    Publication Date: 2024-04-03
    Description: This open access book investigates how representation of Native Americans and Mexican-origin im/migrants takes place in high school history textbooks. Manually analyzing text and images in United States textbooks from the 1950s to 2022, the book documents stories of White victory and domination over Black, Indigenous, and People of Color (BIPOC) groups that disproportionately fill educational curricula. While representation and accurate information of non-White perspectives improves over time, the same limited tropes tend to be recycled from one textbook to the next. Textual analysis is augmented by focus groups and interviews with BIPOC students in California high schools. Together, the data show how misrepresentation and absence of BIPOC perspectives in textbooks impact youth identity. This book argues for an innovative rethinking of US history curricula to consider which stories are told, and which perspectives are represented.
    Keywords: Secondary Schooling ; Childhood Education ; History Curriculum ; US History ; K-12 Textbooks ; Mexican American representation ; Native American representation ; Textbook representation ; Textbook analysis ; Misrepresentation ; thema EDItEUR::J Society and Social Sciences::JN Education::JND Educational systems and structures::JNDG Curriculum planning and development ; thema EDItEUR::J Society and Social Sciences::JN Education ; thema EDItEUR::J Society and Social Sciences::JN Education::JNF Educational strategies and policy ; thema EDItEUR::N History and Archaeology::NH History::NHK History of the Americas ; thema EDItEUR::J Society and Social Sciences::JP Politics and government
    Language: English
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  • 10
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    Phygital Intelligence (2024)
    Springer Nature | Springer Nature Singapore
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    Publication Date: 2024-04-11
    Description: This open access book is a compilation of selected papers from 2023 DigitalFUTURES — The 5nd International Conference on Computational Design and Robotic Fabrication (CDRF 2023). The work focuses on novel techniques for computational design and robotic fabrication. The contents make valuable contributions to academic researchers, designers, and engineers in the industry. As well, readers will encounter new ideas about understanding intelligence in architecture.
    Keywords: Phygital Intelligence ; Computational Design ; Robotic Fabrication ; Human-Machine Collaboration ; AI in Architecture ; thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TN Civil engineering, surveying and building ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::U Computing and Information Technology::UG Graphical and digital media applications::UGC Computer-aided design (CAD)
    Language: English
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  • 11
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    Knowledge and Digital Technology (2024)
    Springer Nature | Springer Nature Switzerland
    Details
    Publication Date: 2024-05-13
    Description: This open access book explores the multifaceted interplay of technology, knowledge, and place. While digital technology is increasingly influencing our way of knowing, conversely it is itself the consequence of human creativity and local social interaction. Part I analyzes how digital technologies transform markets through artificial intelligence and decentralized blockchain models. Its contributions discuss novel governance mechanisms, including the responsible use and analysis of big data. Part II illustrates various ways in which technology supports humanity, be it algorithms supporting complex decision-making processes or the use of robotics in care services. The chapters highlight that technology's efficiency and potential rely on social norms and human capital. Finally, Part III shows that digitization is generating vibrant entrepreneurship, reflected in geographically clustered urban scale-up economies, as well as opening up new ways for people to connect with one another, organize civic engagement and enable new forms of labor. The book offers theoretical reflections as well as empirical cases from the United States, Canada, Japan, South Africa, and Europe. This volume provides a valuable read for scholars, students and professionals in the fields of knowledge creation, technology and governance.
    Keywords: human-machine interaction ; digital activism ; social networks ; scale-up economies ; digital technology ; economic geography ; artificial intelligence ; digital markets ; digital governance ; Use of robotics ; human geography ; thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RG Geography::RGC Human geography ; thema EDItEUR::J Society and Social Sciences::JN Education
    Language: English
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  • 12
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    Quantitative Sustainability (2024)
    Springer Nature | Springer International Publishing
    Details
    Publication Date: 2024-04-05
    Description: This open access book focuses on how scientific methodologies can help industrial managers, entrepreneurs and policymakers handle the 17 Sustainable Development Goals in an efficient and realistic way. It also offers an operative scheme for scientists to overcome their discipline barriers. Is interdisciplinarity an intrinsic research value or is it merely instrumental for handling the increasing flux of open problems that sustainability poses to science?Can these problems of sustainability be solved with what the authors already know? Is it just a matter of having the right people at the table and giving them sufficient resources, or is it something more? Is meeting the needs of the present without compromising those of future generations a scientific definition of sustainable development? Questions similar to those posed in the sixties regarding complexity must be asked about sustainability today. In addition, the new data science includes powerful tools for making novel quantitative predictions about future sustainability indicators, an open problem that the book discusses. This book is primarily addressed to Ph.D. students, postdocs and senior researchers in the Life and Hard Science (LHS) and Social Sciences and Humanities (SSH) disciplines, as well as professionals of the primary, secondary and tertiary industrial sectors.
    Keywords: Sustainable Development Goals ; Data science in Sustainability ; SDG Targets ; Data Science in Sustainable Development Goals ; Complex Network ; Food Security ; Climate Changes ; Environmental Changes ; Human Ecology ; Sustainable Economy ; Space Science ; Platform For a Science-industry Dialogue ; Industrial Processes ; thema EDItEUR::P Mathematics and Science::PH Physics::PHS Statistical physics ; thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RN The environment::RNU Sustainability ; thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering::UMB Algorithms and data structures ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::P Mathematics and Science::PS Biology, life sciences::PSA Life sciences: general issues::PSAF Ecological science, the Biosphere ; thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TD Industrial chemistry and manufacturing technologies::TDC Industrial chemistry and chemical engineering::TDCT Food and beverage technology
    Language: English
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    Artificial Intelligence in Manufacturing (2024)
    Springer Nature | Springer Nature Switzerland
    Details
    Publication Date: 2024-04-11
    Description: This open access book presents a rich set of innovative solutions for artificial intelligence (AI) in manufacturing. The various chapters of the book provide a broad coverage of AI systems for state of the art flexible production lines including both cyber-physical production systems (Industry 4.0) and emerging trustworthy and human-centered manufacturing systems (Industry 5.0). From a technology perspective, the book addresses a wide range of AI paradigms such as deep learning, reinforcement learning, active learning, agent-based systems, explainable AI, industrial robots, and AI-based digital twins. Emphasis is put on system architectures and technologies that foster human-AI collaboration based on trusted interactions between workers and AI systems. From a manufacturing applications perspective, the book illustrates the deployment of these AI paradigms in a variety of use cases spanning production planning, quality control, anomaly detection, metrology, workers’ training, supply chain management, as well as various production optimization scenarios. This is an open access book.
    Keywords: Industry 4.0 ; Industry 5.0 ; Reinforcement Learning ; Intelligent Agents ; Explainable AI ; thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TJ Electronics and communications engineering::TJK Communications engineering / telecommunications ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::U Computing and Information Technology::UN Databases ; thema EDItEUR::U Computing and Information Technology ; thema EDItEUR::K Economics, Finance, Business and Management::KJ Business and Management::KJQ Business mathematics and systems
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  • 14
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    Optimising Emotions, Incubating Falsehoods (2023)
    Springer Nature | Palgrave Macmillan
    Details
    Publication Date: 2024-04-03
    Description: This open access book deconstructs the core features of online misinformation and disinformation. It finds that the optimisation of emotions for commercial and political gain is a primary cause of false information online. The chapters distil societal harms, evaluate solutions, and consider what must be done to strengthen societies as new biometric forms of emotion profiling emerge. Based on a rich, empirical, and interdisciplinary literature that examines multiple countries, the book will be of interest to scholars and students of Communications, Journalism, Politics, Sociology, Science and Technology Studies, and Information Science, as well as global and local policymakers and ordinary citizens interested in how to prevent the spread of false information worldwide, both now and in the future.
    Keywords: media ecology ; emotional AI ; disinformation ; politics of emotion ; economies of emotion ; digital activism ; fake news ; political communication ; thema EDItEUR::J Society and Social Sciences::JP Politics and government::JPA Political science and theory ; thema EDItEUR::J Society and Social Sciences::JB Society and culture: general::JBC Cultural and media studies::JBCT Media studies ; thema EDItEUR::J Society and Social Sciences::JH Sociology and anthropology::JHB Sociology ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence
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    New Digital Work (2023)
    Springer Nature | Springer International Publishing
    Details
    Publication Date: 2024-04-11
    Description: This open access book will give insights into global issues of work and work systems design from a wide range of perspectives. Topics like the impact of AI in the workplace as well as design for digital sovereignty at the workplace or foresight processes for digital work are covered. Practical cases, empirical results and theoretical considerations are not only taken from Germany and Europe, but also from Southeast Asia, South Africa, Middle America, and Australia. The book intends to expand the so far national view on the aspects of digital work (e.g. like in Ernst Hartmann’s immensely successful work “Zukunft der Arbeit in Industrie 4.0”) into an international context – thus showing not only common challenges, but also offering suggestions, best practice examples or thoughts from different global regions.
    Keywords: Digital Work ; Digital Sovereignty ; Artificial Intelligence ; Capacity Building ; thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TG Mechanical engineering and materials::TGP Production and industrial engineering ; thema EDItEUR::K Economics, Finance, Business and Management::KJ Business and Management ; thema EDItEUR::K Economics, Finance, Business and Management::KC Economics::KCD Economics of industrial organization ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence
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    Living Well in a World Worth Living in for All (2023)
    Springer Nature | Springer Nature Singapore
    Details
    Publication Date: 2024-04-06
    Description: This open access book is the first of a two-volume series focusing on how people are being enabled or constrained to live well in today’s world, and how to bring into reality a world worth living in for all. The chapters offer unique narratives drawing on the perspectives of diverse groups such as: asylum-seeking and refugee youth in Australia, Finland, Norway and Scotland; young climate activists in Finland; Australian Aboriginal students, parents and community members; families of children who tube feed in Australia; and international research students in Sweden. The chapters reveal not just that different groups have different ideas about a world worth living in, but also show that, through their collaborative research initiative, the authors and their research participants were bringing worlds like these into being. The volume extends an invitation to readers and researchers in education and the social sciences to consider ways to foster education that realises transformed selves and transformed worlds: the good for each person, the good for humankind, and the good for the community of life on the planet. The book also includes theoretical chapters providing the background and rationale behind the notion of education as initiating people into ‘living well in a world worth living in'. An introductory chapter discusses the origins of the concept and the phrase.
    Keywords: Living well in a world worth living in ; Theory of practice architectures ; Cultural-discursive arrangements ; Material-economic arrangements ; Social-political arrangements ; Sayings, doings and relatings ; double purpose of education ; PEP International ; Pedagogy, education, and praxis ; Educational Praxis in Australia, Finland.. ; Global practices of social justice ; Global practices of sustainability ; Global practices of wellbeing ; Global practices of praxis ; Eco-social recognition through education ; thema EDItEUR::J Society and Social Sciences::JN Education ; thema EDItEUR::J Society and Social Sciences::JN Education::JNF Educational strategies and policy ; thema EDItEUR::J Society and Social Sciences::JN Education::JNA Philosophy and theory of education
    Language: English
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    Sinnbilder des Alltagsverstandes (2023)
    Springer Nature | Springer Fachmedien Wiesbaden
    Details
    Publication Date: 2024-03-29
    Description: Das vorliegende Open-Access-Buch folgt der übergreifenden Fragestellung, ob ein Kritiklernen im institutionell gebundenen politischen Unterricht möglich ist. Diese Fragestellung wird nicht aus einer institutionen- und schulsoziologischen, sondern aus einer lerntheoretischen und politikdidaktischen Perspektive entwickelt. Der Analysefokus richtet sich damit auf die Frage, wie subjektorientierte Lernprozesse in einer Gesellschaft strukturiert werden können, die durch spezifische soziale Verhältnisse geprägt ist. Das Kernanliegen der vorliegenden Arbeit besteht in der Erschließung der Gedankenwelt Antonio Gramscis für die aktuelle lerntheoretische und politikdidaktische Debatte. Dabei soll der Nachweis der analytischen Ergiebigkeit zentraler Kategorien aus den Schriften Antonio Gramscis, insbesondere der Hegemonie und des Alltagsverstandes, über den Weg einer systematischen Reflexion einschlägiger Sinnbildkonstruktionen geführt werden, denen in der aktuellen Fachdebatte eine zentrale Bedeutung zukommt. Aus einer hegemonietheoretisch gestützten konstruktiven Kritik der Sinnbildkonstruktionen werden Schlussfolgerungen für eine Theorie von Bildungs- und Lernprozessen gezogen, die sich in den Kontext der kritischen politischen Bildung einordnen lassen.
    Keywords: Politikdidaktik ; Kritische politische Bildung ; Sinnbilder ; Antonio Gramsci ; Alltagsverstand ; Lernprozesse ; thema EDItEUR::J Society and Social Sciences::JP Politics and government::JPA Political science and theory ; thema EDItEUR::J Society and Social Sciences::JN Education::JNF Educational strategies and policy ; thema EDItEUR::J Society and Social Sciences::JN Education
    Language: German
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    The Digital Playbook (2023)
    Springer Nature | Springer International Publishing
    Details
    Publication Date: 2024-04-14
    Description: This open access book is a practitioner's guide to smart, connected products and solutions. As a hands-on playbook, it combines the business and technical execution perspectives to help product companies, OEMs, manufacturers and equipment operators utilize the full potential of digital enablers, especially Artificial Intelligence (AI), Internet of Things (IoT) and Digital Twins. The Digital Playbook provides comprehensive and actionable guidance, helping to address the challenges of creating sustainable and scalable digital business models, managing cocreation and sourcing, setting up the digital organization, and handling the legal aspects. For the technical execution perspective, the playbook includes the AIoT Framework, which explains how to combine data science and AI engineering with Digital Twins, as well as software development for cloud and edge. The integration with physical product development and retrofit integration of existing equipment is included as well. A pragmatic, agile approach is introduced that takes common agile inhibitors into consideration. A holistic AIoT DevOps approach is described, which combines key elements of DevOps for cloud, edge and AI. Enterprise readiness is ensured by looking at trust and security as well as reliability and resilience for AIoT. A large number of real-world examples and case studies help ensure practical relevance. Readers should have a previous, general understanding of digital strategies and technologies. This book offers readers a clear understanding of the opportunities, as well as the challenges related to building and operating smart, connected products and solutions. They are given a set of tools and blueprints, which they can apply to their practical work in this space. ;
    Keywords: Artificial Intelligence of Things ; Digital OEM ; Product AI ; AIoT DevOps ; Data management ; agile cloud development ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TH Energy technology and engineering::THR Electrical engineering ; thema EDItEUR::U Computing and Information Technology ; thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TJ Electronics and communications engineering::TJF Electronics engineering::TJFM Automatic control engineering::TJFM1 Robotics
    Language: English
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    Digital Interaction and Machine Intelligence (2023)
    Springer Nature | Springer Nature Switzerland
    Details
    Publication Date: 2024-04-14
    Description: This open access book presents the proceedings of the 10th Machine Intelligence and Digital Interaction Conference. Artificial intelligence (AI) is rapidly affecting more aspects of our lives as a result of significant advancements in its research and the widespread usage of interactive technologies. This has led to the birth of several new social phenomena. Many nations have been working to comprehend these phenomena and discover solutions for moving artificial intelligence development in the proper direction to benefit individuals and communities at large. These efforts necessitate multidisciplinary approaches, encompassing not only the scientific fields involved in the creation of artificial intelligence and human–computer interaction but also strong collaboration between academics and practitioners. Because of this, the primary objective of the MIDI conference, which was conducted online on December 13–15, 2022, is to combine two up until recently distinct disciplines of research—artificial intelligence and human–technology interaction.
    Keywords: Computational Intelligence ; AI ; MIDI 2022 ; MIDI ; Machine Intelligence ; Digital Interaction ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::U Computing and Information Technology::UN Databases ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning
    Language: English
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    Teaching, Research and Academic Careers (2023)
    Springer Nature | Springer International Publishing
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    Publication Date: 2024-04-03
    Description: This open access book evaluates research quality, quality of teaching and the relationship between the two through sound statistical methods, and in a comparative perspective with other European countries. In so doing, it covers an increasingly important topic for universities that affects university funding. It discusses whether university evaluation should be limited to a single factor or consider multiple dimensions of research, since academic careers, teaching and awarding degrees are intertwined. The chapters included in the book evaluate teaching and research, also taking the gender dimension into account, in order to understand where and when gender discrimination occurs in assessment. Divided into five sections, the book analyses the administrative data on the determinants of career completion of university students; increasing precariousness of academic careers, especially of young researchers; methods designed to assess research productivity when co-authorship and team production are becoming the standard practice; and interrelations between students’ achievements and teachers’ careers driven by research assessment. It brings together contributions from a large group of economists, statisticians and social scientists working under a project sponsored by ANVUR, the Italian agency for the evaluation of teaching and research of academic institutions. From an international perspective, the findings in this book are particularly interesting because despite low tuition costs, tertiary education in Italy has relatively low enrolment rates and even lower completion rates compared to those in other European and American countries. This book is of interest to researchers of the sociology of education, education policy, public administration, economics and statistics of education, and to administrators and policy makers working in the area of higher education.
    Keywords: student careers ; student dropouts ; research evaluation ; Research collaborations ; teaching evaluation ; career completion of university students ; precariousness of academic careers ; PISA ; VQR ; academic funding ; academic careers and fertility decisions ; gender and academic careers ; thema EDItEUR::J Society and Social Sciences::JN Education ; thema EDItEUR::J Society and Social Sciences::JN Education::JNM Higher education, tertiary education ; thema EDItEUR::K Economics, Finance, Business and Management::KC Economics ; thema EDItEUR::J Society and Social Sciences::JP Politics and government::JPQ Central / national / federal government::JPQB Central / national / federal government policies
    Language: English
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    Responsible AI in Africa (2023)
    Springer Nature | Palgrave Macmillan
    Details
    Publication Date: 2024-04-06
    Description: This open access book contributes to the discourse of Responsible Artificial Intelligence (AI) from an African perspective. It is a unique collection that brings together prominent AI scholars to discuss AI ethics from theoretical and practical African perspectives and makes a case for African values, interests, expectations and principles to underpin the design, development and deployment (DDD) of AI in Africa. The book is a first in that it pays attention to the socio-cultural contexts of Responsible AI that is sensitive to African cultures and societies. It makes an important contribution to the global AI ethics discourse that often neglects AI narratives from Africa despite growing evidence of DDD in many domains. Nine original contributions provide useful insights to advance the understanding and implementation of Responsible AI in Africa, including discussions on epistemic injustice of global AI ethics, opportunities and challenges, an examination of AI co-bots and chatbots in an African work space, gender and AI, a consideration of African philosophies such as Ubuntu in the application of AI, African AI policy, and a look towards a future of Responsible AI in Africa. This is an open access book.
    Keywords: Artificial Intelligence ; AI Ecosystems in Africa ; AI ethics ; digital culture ; SDGs ; Sustainable Development Goals ; AI policy ; ICT infrastructure in Africa ; AI governance ; thema EDItEUR::J Society and Social Sciences::JH Sociology and anthropology::JHB Sociology ; thema EDItEUR::D Biography, Literature and Literary studies::D Biography, Literature and Literary studies::DS Literature: history and criticism ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RG Geography::RGC Human geography ; thema EDItEUR::Q Philosophy and Religion::QD Philosophy::QDT Topics in philosophy::QDTQ Ethics and moral philosophy
    Language: English
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    Reimagining Science Education in the Anthropocene, Volume 2 (2023)
    Springer Nature | Palgrave Macmillan
    Details
    Publication Date: 2024-03-29
    Description: This volume, a follow up to Reimagining Science Education in the Anthropocene (2021), continues a transdisciplinary conversation around reconceptualizing science education in the era of the Anthropocene. Drawing educators from many walks of life and areas of practice together in a creative work that helps reorient science education toward the problems and peculiarities associated with this contemporary geologic time. This work continues the mission of transforming the ways communities inherit science and technology education: its knowledges, practices, policies, and ways-of-living-with-Nature. Our understanding of the Anthropocene is necessarily open and pluralistic, as different beings on our planet experience this time of crisis in different ways. This second volume continues to nurture productive relationships between science education and fields such as science studies, environmental studies, philosophy, the natural sciences, Indigenous studies, and critical theory in order to provoke a science education that actively seeks to remake our shared ecological and social spaces in the coming decades and centuries. This is an open access book.
    Keywords: curriculum studies ; science education ; anthropocene ; environmental education ; educational justice ; materialisms ; bic Book Industry Communication::J Society & social sciences::JN Education::JNU Teaching of a specific subject ; bic Book Industry Communication::J Society & social sciences::JN Education ; bic Book Industry Communication::J Society & social sciences::JN Education::JNF Educational strategies & policy ; bic Book Industry Communication::J Society & social sciences::JN Education::JNA Philosophy & theory of education ; thema EDItEUR::J Society and Social Sciences::JN Education::JNU Teaching of a specific subject ; thema EDItEUR::J Society and Social Sciences::JN Education ; thema EDItEUR::J Society and Social Sciences::JN Education::JNF Educational strategies and policy ; thema EDItEUR::J Society and Social Sciences::JN Education::JNA Philosophy and theory of education
    Language: English
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    Photonic Neural Networks with Spatiotemporal Dynamics (2023)
    Springer Nature | Springer Nature Singapore
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    Publication Date: 2024-04-14
    Description: This open access book presents an overview of recent advances in photonic neural networks with spatiotemporal dynamics. The computing and implementation paradigms presented in this book are outcomes of interdisciplinary studies by collaborative researchers from the three fields of nonlinear mathematical science, information photonics, and integrated systems engineering. This book offers novel multidisciplinary viewpoints on photonic neural networks, illustrating recent advances in three types of computing methodologies: fluorescence energy transfer computing, spatial-photonic spin system, and photonic reservoir computing. The book consists of four parts: Part I introduces the backgrounds of optical computing and neural network dynamics; Part II presents fluorescence energy transfer computing, a novel computing technology based on nanoscale networks of fluorescent particles; Parts III and IV review the models and implementation of spatial-photonic spin systems and photonic reservoir computing, respectively. These contents are beneficial to researchers in a broad range of fields, including information science, mathematical science, applied physics, and engineering, to better understand the novel computing concepts of photonic neural networks with spatiotemporal dynamics.
    Keywords: photonic neural network ; spatiotemporal dynamics ; optical computing ; nonlinear dynamics ; fluorescence energy transfer ; Ising machine ; reservoir computing ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::P Mathematics and Science::PB Mathematics::PBW Applied mathematics::PBWH Mathematical modelling ; thema EDItEUR::P Mathematics and Science::PB Mathematics::PBW Applied mathematics::PBWR Nonlinear science
    Language: English
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    English Language Education for Graduate Employability in Vietnam (2023)
    Springer Nature | Springer Nature Singapore
    Details
    Publication Date: 2024-03-24
    Description: This open access book examines the teaching and learning of English for employability in Vietnamese higher education. Its content is framed within one country to better examine the research issues within the influence of contextual factors. This book investigates how English can contribute to the development of students' employability capitals, particularly in the aspects of human capital, social capital, cultural capital, identity capital, and psychological capital. It presents employers' and employees’ perspectives of how and why English is increasingly important for career development. This book is a collection of discussions and viewpoints from teachers, students, and other stakeholders like employers, graduates, and course coordinators on current practices and their proposed improvements to prepare students for their future education, work and life. Based on empirical evidence, this book calls for repositioning English language education within the employability agenda to elevate its status and increase stakeholders' engagement. This book contributes to current debates on advancing the effectiveness of English language education in non-English speaking countries, as a response to internationalization and globalization.
    Keywords: English Language Policies in Asian Countries ; English Language Competency ; English Language Teaching Methods ; Graduate Employability Capital ; Human Capital ; Social Capital ; Cultural Capital ; Career Identity ; Psychological Capital ; Skill Gap ; Learning Motivation ; Curriculum Development ; Mismatches Between Teaching Approach and Learning Needs ; TESOL and Graduate Employability ; Foreign Language Policy in Asia ; English as a Second Language ; thema EDItEUR::C Language and Linguistics::CJ Language teaching and learning ; thema EDItEUR::J Society and Social Sciences::JN Education::JNM Higher education, tertiary education ; thema EDItEUR::J Society and Social Sciences::JN Education::JNF Educational strategies and policy ; thema EDItEUR::J Society and Social Sciences::JN Education
    Language: English
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    Teacher Education in the Nordic Region (2023)
    Springer Nature | Springer International Publishing
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    Publication Date: 2024-03-29
    Description: This open access book is the first account of the whole diversity of teacher education in the Nordic region: Norway, Sweden, Finland, Denmark, Iceland, Greenland, the Faroe Islands, the Åland Islands and Sápmi (where the Sámi people live). Today, large parts of the world are looking to the Nordic model of social organization, and interest in the Nordic comprehensive school system and teacher education arrangements is no exception. A good education is a key to prosperity and well-being. And the quality of students’ education is undoubtedly linked to the quality of their teachers’ education. While teacher education in the Nordic region is globally admired, it also faces new challenges. The leading scholars writing in this volume discuss the challenges and opportunities that professional environments are facing. By providing solid portraits of each area as well as analyses across the region, this book will be a great resource to students, academics in teacher education and schooling as well as social scientists and policy-makers inside and outside the Nordic region. This is an open access book.
    Keywords: Nordic education ; Teacher education ; Nordic educational policy ; Teacher training ; Teacher education in Norway ; Nordic school system ; Nordic teacher education programs ; Teacher education in Nordic countries ; Teacher education in Denmark ; Teacher education in Sweden ; Teacher education in Iceland ; Teacher education in Finland ; Greenland education ; Nordic Indigenous people ; Sámi teacher education ; Teachers evaluation ; Global teacher education ; Scandinavia education ; education after World War II ; bic Book Industry Communication::J Society & social sciences::JN Education::JNM Higher & further education, tertiary education::JNMT Teacher training ; bic Book Industry Communication::J Society & social sciences::JN Education::JNF Educational strategies & policy ; bic Book Industry Communication::J Society & social sciences::JN Education ; thema EDItEUR::J Society and Social Sciences::JN Education::JNM Higher education, tertiary education::JNMT Teacher training ; thema EDItEUR::J Society and Social Sciences::JN Education::JNF Educational strategies and policy ; thema EDItEUR::J Society and Social Sciences::JN Education
    Language: English
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    Hypergraph Computation (2023)
    Springer Nature | Springer Nature Singapore
    Details
    Publication Date: 2024-04-14
    Description: This open access book discusses the theory and methods of hypergraph computation. Many underlying relationships among data can be represented using graphs, for example in the areas including computer vision, molecular chemistry, molecular biology, etc. In the last decade, methods like graph-based learning and neural network methods have been developed to process such data, they are particularly suitable for handling relational learning tasks. In many real-world problems, however, relationships among the objects of our interest are more complex than pair-wise. Naively squeezing the complex relationships into pairwise ones will inevitably lead to loss of information which can be expected valuable for learning tasks. Hypergraph, as a generation of graph, has shown superior performance on modelling complex correlations compared with graph. Recent years have witnessed a great popularity of researches on hypergraph-related AI methods, which have been used in computer vision, social media analysis, etc. We summarize these attempts as a new computing paradigm, called hypergraph computation, which is to formulate the high-order correlations underneath the data using hypergraph, and then conduct semantic computing on the hypergraph for different applications. The content of this book consists of hypergraph computation paradigms, hypergraph modelling, hypergraph structure evolution, hypergraph neural networks, and applications of hypergraph computation in different fields. We further summarize recent achievements and future directions on hypergraph computation in this book.
    Keywords: Hypergraph ; Hypergraph Computation ; Hypergraph Learning ; Hypergraph Modelling ; Hypergraph Neural Network ; Complex Correlation Modelling ; High-Order Correlation Modelling ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning ; thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering::UMB Algorithms and data structures
    Language: English
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    Die Unterrichtsnachbesprechung in der zweiten Phase der Lehrerausbildung (2023)
    Springer Nature | Springer VS
    Details
    Publication Date: 2024-04-06
    Description: In diesem Open-Access-Buch werden anhand einer kommunikationsanalytischen Studie unterschiedliche Konzepte der Ausbildenden und der Auszubildenden für die Unterrichtsnachbesprechung rekonstruiert. Die Unterrichtsnachbesprechung in der zweiten Phase der Lehrerausbildung gilt für viele Referendarinnen und Referendare als eine besondere Belastung innerhalb ihrer Ausbildung. Mit der Rekonstruktion der in NRW programmatischen Leitideen erwachsenenpädagogischer Prinzipien einerseits und den Positionierungen der Referendar:innen andererseits offenbaren sich diverse Spannungslagen in der Lehrer:innenbildung. Neben der strukturell angelegten Doppelfunktion der Ausbildung (Beratungund Beurteilung) sind es vor allem die unterschiedlichen Orientierungen der Beteiligten mit ihrer heterogenen Erwartungskultur, die die Kommunikation in Ausbildungskontexten stören.
    Keywords: Lehrerausbildung ; Goffmanns Rahmenanalyse ; empirische Rekonstruktion ; Unterrichtsnachbesprechung ; Kommunikationsanalyse ; Metaphernanalyse ; thema EDItEUR::J Society and Social Sciences::JB Society and culture: general::JBC Cultural and media studies::JBCT Media studies ; thema EDItEUR::J Society and Social Sciences::JN Education::JNR Careers guidance::JNRV Industrial or vocational training ; thema EDItEUR::J Society and Social Sciences::JN Education
    Language: German
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    Alltägliche Lebenssituation sprachbeeinträchtigter Kinder (2023)
    Springer Nature | Springer Fachmedien Wiesbaden
    Details
    Publication Date: 2024-03-29
    Description: Dieses Buch setzt sich mit alltäglicher Lebenssituation als Gegenstand pädagogischer Sprachdiagnostik auseinander und ist im Diskurs über Diagnostik und Förderung sprachlich-kommunikativer Kompetenzen zu verorten. Es wurde untersucht, welche Faktoren zur Konstruktion der alltäglichen Lebenssituation beitragen. Außerdem wurde ein Analyseverfahren für die pädagogische Sprachdiagnostik entwickelt, erprobt und evaluiert. Die Ergebnisse zeigen auf, dass Faktoren wie eigenaktives Handeln des Subjekts oder zwischenmenschliche Beziehungen zur Konstruktion alltäglicher Lebenssituation beitragen. Außerdem weisen die Befunde darauf hin, dass mit Anwendung eines in einer Alltagssituation durchgeführten problemzentrierten Interviews Informationen zur alltäglichen Lebenssituation eines sprachbeeinträchtigten Kindes erfasst werden können. Diese Informationen werden anhand des entwickelten Auswertungsleitfadens handlungstheoretisch analysiert. Daraus lassen sich Bedingungen der alltäglichen Lebenssituation rekonstruieren, um pädagogische Sprachfördersituationen zu gestalten, die auf die Erweiterung der sprachlichen Handlungsfähigkeit in der alltäglichen Lebenssituation gerichtet sind. Dies ist ein Open-Access-Buch.
    Keywords: Lebenssituation ; Sprachliche Handlungsfähigkeit ; Sprachdiagnostik ; Sprachhandlungstheorie ; Sprachförderung ; Sprachbehindertenpädagogik ; bic Book Industry Communication::J Society & social sciences::JN Education ; thema EDItEUR::J Society and Social Sciences::JN Education
    Language: German
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    Frontiers of Combining Systems (2023)
    Springer Nature | Springer Nature Switzerland
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    Publication Date: 2024-04-14
    Description: This book constitutes the refereed proceedings of the 14th International Symposium on Frontiers of Combining Systems, FroCoS 2023, held in Prague, Czech Republic, in September 2023. The symposium was co-located with the 32nd International Conference on Automated Reasoning with Analytic Tableaux and Related Methods, TABLEAUX 2023. The 14 papers presented were thorouhgly reviewed and selected from the 22 high-quality paper submissions. They are grouped in the volume according to the following topic classification: analysis of programs and equations; unification; decidable fragments; frameworks; higher-order theorem proving. This is an open access book.
    Keywords: artificial intelligence ; computer networks ; automated reasoning ; computer systems ; description logics ; formal languages ; formal logic ; constraint solving ; decision procedures ; network protocols ; ontologies ; semantics ; software architecture ; software design ; software engineering ; software quality ; verification and validation ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering::UMZ Software Engineering ; thema EDItEUR::U Computing and Information Technology::UT Computer networking and communications ; thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYA Mathematical theory of computation
    Language: English
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    Classification and Data Science in the Digital Age (2023)
    Springer Nature | Springer International Publishing
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    Publication Date: 2024-04-14
    Description: The contributions gathered in this open access book focus on modern methods for data science and classification and present a series of real-world applications. Numerous research topics are covered, ranging from statistical inference and modeling to clustering and dimension reduction, from functional data analysis to time series analysis, and network analysis. The applications reflect new analyses in a variety of fields, including medicine, marketing, genetics, engineering, and education. The book comprises selected and peer-reviewed papers presented at the 17th Conference of the International Federation of Classification Societies (IFCS 2022), held in Porto, Portugal, July 19–23, 2022. The IFCS federates the classification societies and the IFCS biennial conference brings together researchers and stakeholders in the areas of Data Science, Classification, and Machine Learning. It provides a forum for presenting high-quality theoretical and applied works, and promoting and fostering interdisciplinary research and international cooperation. The intended audience is researchers and practitioners who seek the latest developments and applications in the field of data science and classification.
    Keywords: Classification ; Data Science ; Clustering ; Statistical Learning ; Machine Learning ; Data Analysis ; Mutlivariate Analysis ; Statistical Inference ; Dimension Reduction ; Functional Data Analysis ; Time Series Analysis ; Network Analysis ; thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering::UMB Algorithms and data structures ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::U Computing and Information Technology::UF Business applications::UFM Mathematical and statistical software ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning ; thema EDItEUR::U Computing and Information Technology::UN Databases::UNF Data mining ; thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics
    Language: English
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    Distributed Learning Ecosystems (2023)
    Springer Nature | Springer Fachmedien Wiesbaden
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    Publication Date: 2024-04-06
    Description: This open-access book is based on the observation that learning ecosystems are increasingly established in higher education institutions. However, an important aspect that is still missing is their interconnectedness. Consequently, the book intends to close this gap by introducing the concept of a distributed learning ecosystem (DLE). A DLE follows the idea of establishing an interlinkage between decentralised learning ecosystems (consisting of content repositories and educational resources) and thus serves as an integrated approach that enables learners to access and use learning content and share resources.
    Keywords: Learning Ecosystems ; Learning Ecologies ; Learning Resources ; Practice of Sharing ; Open Educational Pratices (OEP) ; Learning Management Systems (LMS) ; Educational Technology ; Repositories ; Open Educational Resources (OER) ; thema EDItEUR::J Society and Social Sciences::JN Education::JNM Higher education, tertiary education ; thema EDItEUR::J Society and Social Sciences::JN Education ; thema EDItEUR::J Society and Social Sciences::JN Education::JNU Teaching of a specific subject ; thema EDItEUR::J Society and Social Sciences::JN Education::JNM Higher education, tertiary education::JNMT Teacher training
    Language: English
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    Scaling-up Higher Order Thinking (2023)
    Springer Nature | Springer International Publishing
    Details
    Publication Date: 2024-03-29
    Description: This open access book addresses the evasive problem of why truly effective educational innovation on a wide scale is so difficult to achieve, and what leaders may do about this. Examining the case of system-wide reform processes centering on teaching a thinking-rich curriculum, it discusses general issues pertaining to implementing deep, large-scale changes in the core of learning and instruction. The book emphasizes challenges related to professional development, assessment, achievement gaps, and the tension between knowledge and skills in 21st century curricula. It summarizes insights the author has gained from approximately 25 years of engaging with these topics both as an academic and as a practitioner who led a national change process. With a Forward by David Perkins
    Keywords: Educational reform ; Higher order thinking ; Inquiry learning ; Scaling up instructional innovations ; Teaching thinking strategies ; Teachers’ knowledge, beliefs and professional development ; bic Book Industry Communication::J Society & social sciences::JN Education::JNF Educational strategies & policy ; bic Book Industry Communication::J Society & social sciences::JN Education ; bic Book Industry Communication::J Society & social sciences::JN Education::JNM Higher & further education, tertiary education::JNMT Teacher training ; thema EDItEUR::J Society and Social Sciences::JN Education::JNF Educational strategies and policy ; thema EDItEUR::J Society and Social Sciences::JN Education ; thema EDItEUR::J Society and Social Sciences::JN Education::JNM Higher education, tertiary education::JNMT Teacher training
    Language: English
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    Handlungsorientierungen von Lehrpersonen im Umgang mit Unterrichtsstörungen (2023)
    Springer Nature | Springer Fachmedien Wiesbaden
    Details
    Publication Date: 2024-03-29
    Description: In diesem Open-Access-Buch untersucht Claudia Marusic anhand der Dokumentarischen Methode Handlungsorientierungen von Lehrpersonen aus Schulen mit und ohne personalisierte Lernkonzepte im Umgang mit Unterrichtsstörungen. Treten Störungen im Unterricht auf, sind Lehrpersonen oft gefordert, unter Affekt und Zeitdruck zu handeln. Im Umgang mit Unterrichtsstörungen werden ihre Wahrnehmung und ihr Handeln durch implizite, versteckte Orientierungen beeinflusst. Weiter nehmen unterschiedliche Unterrichtskontexte bzw. didaktische Arrangements eine zentrale Rolle bei der Produktion und Rezeption von Unterrichtsstörungen ein. Rekonstruiert wurden unter anderem drei Typen des Umgangs von Lehrpersonen mit Unterrichtsstörungen. Die Ergebnisse der Studie tragen zur gezielten Reflexion des Umgangs mit Unterrichtsstörungen bei und richten sich sowohl an interessierte Personen aus Forschung und Wissenschaft als auch an Lehrpersonen und Dozierende.
    Keywords: Handlungsorientierungen ; Unterrichtsqualität ; personalisiertes Lernen ; Unterrichtsstörungen ; Lehrer:innenwahrnehmung ; Dokumentarische Methode ; bic Book Industry Communication::J Society & social sciences::JN Education ; bic Book Industry Communication::J Society & social sciences::JN Education::JNR Careers guidance::JNRV Industrial or vocational training ; thema EDItEUR::J Society and Social Sciences::JN Education ; thema EDItEUR::J Society and Social Sciences::JN Education::JNR Careers guidance::JNRV Industrial or vocational training
    Language: German
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    Nanotechnology in Construction for Circular Economy (2023)
    Springer Nature | Springer Nature Singapore
    Details
    Publication Date: 2024-04-11
    Description: This open access book covers emerging opportunities and future use of nanotechnology in construction, including deep advances in cement chemistry, nanotechnology, artificial intelligence, robotics, concrete technology, and extreme engineering (blast, impact and fire). The proceedings also presents sectorial interactions within the traditional construction industry supply chain, enabled by the dynamic partnership between international industry, government agencies, and universities. Nanotechnology has transformed the construction materials industry into an advanced manufacturing sector to address climate change and carbon neutrality challenges by delivering sustainable and resilient infrastructure assets. Hence, this book reports specific advances in nanoscience and nano-engineering, and their impacts on numerous novel construction materials including binders, additives, high-performance concrete materials, concrete structural systems, polymer composites, and pavement materials.
    Keywords: Cement chemistry ; Concrete technology ; Polymer composites ; Pavement materials ; Construction material ; Nanocomposites ; Structural health monitoring ; Polymer paints ; Cement additives ; Clinker and Binder ; thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBN Nanotechnology ; thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TN Civil engineering, surveying and building::TNK Building construction and materials ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TG Mechanical engineering and materials::TGM Materials science
    Language: English
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    IEA International Civic and Citizenship Education Study 2022 Assessment Framework (2023)
    Springer Nature | Springer International Publishing
    Details
    Publication Date: 2024-03-29
    Description: This open access publication outlines the underlying framework for gathering data on civic knowledge, attitudes, and engagement as well as contextual information, and it describes the assessment design for the International Association for the Evaluation of Educational Achievement’s (IEA) International Civic and Citizenship Education Study 2022. The IEA International Civic and Citizenship Study (ICCS) investigates how young people are prepared to undertake their roles as citizens in a range of countries in the second decade of the 21st century. ICCS 2022 is a continuation of two earlier IEA studies, ICCS 2009 and ICCS 2016, and, for the first time, this survey includes the option of a computer-based assessment. Responding to enduring and emerging challenges of educating young people in a world where contexts of democracy and civic participation continue to change, the study addresses issues related to young people’s engagement through digital technologies, migration and diversity, perceptions of the political system, global citizenship, and education for sustainable development. Over the past 50 years, IEA has conducted comparative research studies in a range of domains focusing on educational policies, practices, and outcomes in many countries around the world. Prior to ICCS 2022, IEA conducted four international comparative studies of civic and citizenship education, with a first survey implemented in 1971, a second one in 1999, third in 2009 and fourth in 2016. ICCS 2022 data will allow education systems to evaluate the strengths of educational policies, both internationally, and in a regional context, and to measure progress in achieving critical components of their educational policy agendas.
    Keywords: Civic and citizenship education ; Global citizenship education ; Education for sustainable development ; International large-scale assessments ; Political socialization ; Comparative educational research ; ICCS ; IEA studies ; Civic engagement ; Civic attitudes ; Civic knowledge ; Digital citizenship ; Tolerance ; Diversity and inclusion ; Equal opportunities ; Youth studies ; COVID-19 pandemic ; Views of the political system ; Open classroom climate ; thema EDItEUR::J Society and Social Sciences::JP Politics and government::JPQ Central / national / federal government::JPQB Central / national / federal government policies ; thema EDItEUR::J Society and Social Sciences::JN Education
    Language: English
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    Responsive Schulleitung (2023)
    Springer Nature | Springer Fachmedien Wiesbaden
    Details
    Publication Date: 2024-03-29
    Description: In diesem Open-Access-Buch wird Schulleitungshandeln im Kontext einer nationalen Reformumsetzung (Neue-Mittelschul-Reform) betrachtet. Dabei fokussiert die Arbeit auf den Ansatz der responsiven Führung. Dieser Zugang hilft, die unterschiedlichen Antwortgeschehen abzubilden, die Schulleiter/-innen entwickeln, wenn sie in ihren Entscheidungen bzw. Schulentwicklungsprozessen auf fremde Ansprüche (z.B. Reformen) reagieren. Insbesondere wird in dem vorliegenden Buch die institutionelle schulische Umwelt mit ihren Anspruchsgruppen in den Blick genommen. Die Analyse stützt sich dabei auf qualitative Befunde, die im Rahmen des Projekts Modellregion Bildung Zillertal entstanden sind.
    Keywords: Schulleitungshandeln ; Schulleitung ; Schulentwicklung ; Responsivität ; Schulreform ; Reformumsetzung ; Schulische Umwelten ; bic Book Industry Communication::J Society & social sciences::JN Education ; bic Book Industry Communication::J Society & social sciences::JN Education::JNM Higher & further education, tertiary education::JNMT Teacher training ; thema EDItEUR::J Society and Social Sciences::JN Education ; thema EDItEUR::J Society and Social Sciences::JN Education::JNM Higher education, tertiary education::JNMT Teacher training
    Language: German
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    Transforming Education for Sustainability (2023)
    Springer Nature | Springer International Publishing
    Details
    Publication Date: 2024-03-29
    Description: This book investigates how educators and researchers in the sciences, social sciences, and the arts, connect concepts of sustainability to work in their fields of study and in the classrooms where they teach the next generation. Sustainability, with a focus on justice, authenticity and inclusivity, can be integrated into many different courses or disciplines even if it is beyond their historical focus. The narratives describe sustainability education in the classroom, the laboratory, and the field (broadly defined) and how the authors navigate the complexities of particular sustainability issues, such as climate change, water quality, soil health, biodiversity, resource use, and education in authentic ways that convey their complexity, the sociopolitical context, and their hopes for the future. The chapters explore how faculty engage students in learning about sustainability and the ways in which working at the edge of what we know about sustainability can be a significant source of engagement, motivation, and challenge. The authors discuss how they create learning experiences that foster democratic practices in which students are not just following protocols, but have a stake in creative decision-making, collecting and analysing data, and posing authentic questions. They also describe what happens when students are not just passively receiving information, but actively analysing, debating, dialoguing, arguing from evidence, and constructing nuanced understandings of complex socioscientific sustainability issues. The narratives include undergraduate student perspectives on what it means to engage in sustainability research and learning, how students navigate the complexities and contradictions inherent in sustainability issues, what makes for authentic, empowering learning experiences, and how students are encouraged to persevere in the field. This is an open access book.
    Keywords: Science Education ; sustainability research ; teaching climate change ; environmental racism ; saving pollinators ; sustainability in schools ; sustainability in classrooms ; complex socioscientific sustainability issues ; integration of sustainability in education ; college science teaching ; sustainability teaching ; undergraduate science curriculum ; Ecology’s White nationalism problem ; Teaching chemistry in context ; important places on Earth for birds ; Brownfield action ; health in the urban environment ; Environmental Impacts of Reuse in Design ; green infrastructure into biology laboratory courses ; bic Book Industry Communication::J Society & social sciences::JN Education::JNU Teaching of a specific subject ; bic Book Industry Communication::J Society & social sciences::JN Education ; bic Book Industry Communication::J Society & social sciences::JN Education::JNM Higher & further education, tertiary education::JNMT Teacher training ; thema EDItEUR::J Society and Social Sciences::JN Education::JNU Teaching of a specific subject ; thema EDItEUR::J Society and Social Sciences::JN Education ; thema EDItEUR::J Society and Social Sciences::JN Education::JNM Higher education, tertiary education::JNMT Teacher training
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    Modern IoT Onboarding Platforms for Advanced Applications (2023)
    Springer Nature | Springer Nature Switzerland
    Details
    Publication Date: 2024-04-14
    Description: This is an open access book. The book starts with an introductory IoT overview related to its selected scope of applications. There is no doubt that digitalization solutions from Industry 4.0 and the Internet of Things (IoT) can be perceived as excellent candidate strategies capable of handling the above-stated issues concerning measurements and transparency. However, IoT tools themselves can provide appropriate data only, while their efficient integration and application are possible using a dedicated onboarding platform only. To settle this issue, the book undertakes the problem of modern IoT onboarding platforms for the advanced applications pertaining to manufacturing and logistics. In particular, instead of deliberating about a possible hypothetic platforms, an existing and efficient one is employed, which is called KIS.ME. KIS.ME (Keep It Simple. Manage Everything) is a complete IoT solution for a simple integration in manufacturing and logistics. It is composed of a set of hardware devices (KIS.BOX, KIS.IO and KIS.LIGHT), which are intuitively integrated with the cloud platform called KIS.MANAGER. Moreover, the entire platform is an open one, and hence, it enables communication with external services using KIS.API architecture. The application range of KIS.ME is extensive. This is due to the intuitive implementation and visualization of a user-defined key performance indicators (KPIs), which constitute effective optimization measures. Thus, the potential areas of application of KIS.ME are, e.g., manufacturing, warehouse management and logistics. Indeed, triggering and/or ordering various tasks can be immediately and efficiently implemented with KIS.ME. Such an approach translates directly to the savings of the time and energy. Subsequently, a gradual introduction to KIS.ME platform is presented, which constitutes the base for further advanced applications including logistics, control and maintenance of various processes. Finally, the potential of KIS.API communication framework is utilized for an efficient communication with external services.
    Keywords: loT Platforms ; KIS.Manager ; Communication Framework ; Warehouse Management and Logistics ; Potential of KIS.API ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBJ Maths for engineers ; thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general::GPF Information theory::GPFC Cybernetics and systems theory
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    Governance grenzüberschreitender Professionalisierung und gesellschaftlicher Integration (2023)
    Springer Nature | Springer Fachmedien Wiesbaden
    Details
    Publication Date: 2024-03-29
    Description: In diesem Open-Access-Buch wird den Fragen nachgegangen, wie der Akteur Kommunales Bildungsmanagement kollektive Handlungsfähigkeit herstellt und welchen Beitrag diese Koordinationsarbeit zur gesellschaftlichen Integration leistet. Die Rekonstruktion von Arenen, die in einem komplexen Geflecht von Integrationsräumen zusammenwirken, basiert auf Interviewdaten der wissenschaftlichen Begleitforschung zum Programm Lernen vor Ort. Ausgehend von dem Verständnis eines Theorie-Methodenpakets zwischen der interaktionistischen Handlungstheorie und der Grounded-Theory-Methodologie werden zentrale Herausforderungen der Governance-Forschung mithilfe der Zeigestruktur der Erziehung zu einer prozessbezogenen pädagogischen Organisationsforschung zusammengeführt. Dies ist ein Open-Access-Buch.
    Keywords: Eduational Governance-Forschung ; Professionalisierung ; Multirationales Management ; Gesellschaftliche Integration ; Grounded-Theory-Methodologie ; Soziale Welten und Arenen ; bic Book Industry Communication::J Society & social sciences::JN Education ; bic Book Industry Communication::J Society & social sciences ; thema EDItEUR::J Society and Social Sciences::JN Education ; thema EDItEUR::J Society and Social Sciences
    Language: German
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    Information and Communication Technologies in Tourism 2023 (2023)
    Springer Nature | Springer Nature Switzerland
    Details
    Publication Date: 2024-04-07
    Description: This open access book provides an extensive overview of the usage of information and communication technologies in the tourism and hospitality industry. It presents the proceedings of the International Federation for IT and Travel & Tourism (IFITT)’s 30th Annual International eTourism Conference, which assembles the latest research presented at the ENTER2023 conference. The enclosed papers cover various topics within the field, including augmented and virtual reality, website development, social media use, e-learning, big data, analytics and recommendation systems.
    Keywords: Virtual reality in tourism and hospitality ; Augmented reality in tourism and hospitality ; e-Tourism ; e-Learning ; recommendation systems in tourism ; social media use in tourism and hospitality ; big data analytics in tourism and hospitality ; thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNS Hospitality and service industries ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::K Economics, Finance, Business and Management::KJ Business and Management::KJQ Business mathematics and systems ; thema EDItEUR::K Economics, Finance, Business and Management::KJ Business and Management::KJJ Business and the environment; ‘green’ approaches to business
    Language: English
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    Sociology in Mexico (2023)
    Springer Nature | Palgrave Macmillan
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    Publication Date: 2024-03-29
    Description: This open access book presents a condensed history of Sociology in Mexico from its origins, through to the middle of the 19th century and up to the present day. The book analyses the interaction between sociology and the main economic, political and social change in the country, including the 1910 Mexican Revolution, the main social movements, the role of the intellectual exiles from Spain and Latin America, and the participation of women, who have often remained invisible in the history of sociology. The book explores how sociological discourse played a fundamental role in the separation of secular and public education and the search for a ‘national project’ from 1868 onwards, despite the lack of an institute of social research until 1930; how sociology became an autonomous social science, led by a few intellectuals and public figures, as it became institutionalized in universities, and the effect this had on the development of the discipline; the influence of Marxism during the 1970s; and the progression from a process of specialization after the fall of the Berlin Wall to a new trend of working in collective projects with an increasing interdisciplinary perspective in the first decades of the 21st century.
    Keywords: history of ideas ; Mexican history ; Latin American studies ; public education ; Mexican Revolution ; intellectual history ; thema EDItEUR::J Society and Social Sciences::JH Sociology and anthropology::JHB Sociology ; thema EDItEUR::J Society and Social Sciences::JN Education ; thema EDItEUR::J Society and Social Sciences ; thema EDItEUR::N History and Archaeology::NH History::NHK History of the Americas
    Language: English
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    From Education Policy to Education Practice (2023)
    Springer Nature | Springer International Publishing
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    Publication Date: 2024-03-29
    Description: This open access book addresses the complex interrelations between education policy and education practice developed under new ways of governance. It illuminates the nexuses of the interrelated fields of education policy and education practice including the characteristics of these relationships. The book offers a selection of cases with varied approaches to the question of how different actors and stakeholders are situated in contemporary policy and practice nexuses. The cases presented includes theoretical and conceptual studies; historical studies; ethnographic studies; and studies combining empirical interview data and quantitative data. The book shows what constitutes the contemporary nexuses in education and discusses the need to re-consider how we in education research approach policy and practice in the interface between structure and agency for the future developments in the education policy-practice nexus.
    Keywords: learning outcomes ; teaching profession ; education system in Norway ; education system in Germany ; education system the USA ; education system in Scotland ; knowledge society ; contemporary education policy ; everyday settings of schools ; everyday settings of classrooms ; everyday settings of administration ; ideologies in the classroom ; social mobilisation ; education sociological concepts ; research use in educational policy ; Danish education system ; macro-policy of the formal education system ; compulsory-age education ; partnership arrangements in education ; bic Book Industry Communication::J Society & social sciences::JN Education::JNF Educational strategies & policy ; bic Book Industry Communication::J Society & social sciences::JN Education ; bic Book Industry Communication::J Society & social sciences::JN Education::JNR Careers guidance::JNRV Industrial or vocational training ; thema EDItEUR::J Society and Social Sciences::JN Education::JNF Educational strategies and policy ; thema EDItEUR::J Society and Social Sciences::JN Education ; thema EDItEUR::J Society and Social Sciences::JN Education::JNR Careers guidance::JNRV Industrial or vocational training
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    Architecture of Advanced Numerical Analysis Systems (2023)
    Springer Nature | Apress
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    Publication Date: 2024-04-14
    Description: This unique open access book applies the functional OCaml programming language to numerical or computational weighted data science, engineering, and scientific applications. This book is based on the authors' first-hand experience building and maintaining Owl, an OCaml-based numerical computing library. You'll first learn the various components in a modern numerical computation library. Then, you will learn how these components are designed and built up and how to optimize their performance. After reading and using this book, you'll have the knowledge required to design and build real-world complex systems that effectively leverage the advantages of the OCaml functional programming language. What You Will Learn Optimize core operations based on N-dimensional arrays Design and implement an industry-level algorithmic differentiation module Implement mathematical optimization, regression, and deep neural network functionalities based on algorithmic differentiation Design and optimize a computation graph module, and understand the benefits it brings to the numerical computing library Accommodate the growing number of hardware accelerators (e.g. GPU, TPU) and execution backends (e.g. web browser, unikernel) of numerical computation Use the Zoo system for efficient scripting, code sharing, service deployment, and composition Design and implement a distributed computing engine to work with a numerical computing library, providing convenient APIs and high performance Who This Book Is For Those with prior programming experience, especially with the OCaml programming language, or with scientific computing experience who may be new to OCaml. Most importantly, it is for those who are eager to understand not only how to use something, but also how it is built up.
    Keywords: programming language ; OCaml ; scientific computing ; computational ; debugging ; open source ; source ; code ; numerical ; data science ; big data ; owl ; functional ; math ; scientific ; engineering ; thema EDItEUR::U Computing and Information Technology ; thema EDItEUR::U Computing and Information Technology::UY Computer science ; thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering::UMB Algorithms and data structures ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence
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    Hybrid Intelligence (2023)
    Springer Nature | Springer Nature Singapore
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    Publication Date: 2024-04-11
    Description: This open access book is a compilation of selected papers from DigitalFUTURES 2022—The 4th International Conference on Computational Design and Robotic Fabrication (CDRF 2022). The work focuses on novel techniques for computational design and robotic fabrication. The contents make valuable contributions to academic researchers, designers, and engineers in the industry. As well, readers encounter new ideas about intelligence in architecture.
    Keywords: History, Theory and Critics of Building Technology ; Performance-based Design ; Fabrication and Construction ; Data Mining and Visualizing ; Post-humanist Intelligence ; AI in Architecture ; thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TJ Electronics and communications engineering::TJF Electronics engineering::TJFM Automatic control engineering ; thema EDItEUR::U Computing and Information Technology::UG Graphical and digital media applications::UGC Computer-aided design (CAD) ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence
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    Artificial Intelligence and Cognitive Science (2023)
    Springer Nature | Springer Nature Switzerland
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    Publication Date: 2024-04-14
    Description: This open access book constitutes selected papers presented during the 30th Irish Conference on Artificial Intelligence and Cognitive Science, held in Munster, Ireland, in December 2022. The 41 presented papers were thoroughly reviewed and selected from the 102 submissions. They are organized in topical sections on ​machine learning, deep learning and applications; responsible and trustworthy artificial intelligence; natural language processing and recommender systems; knowledge representation, reasoning, optimisation and intelligent applications.
    Keywords: information retrieval ; computer vision ; artificial intelligence ; machine learning ; agent systems ; collaborative networks ; neural networks ; image processing ; patter recognition ; neural computing ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQV Computer vision ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYD Systems analysis and design ; thema EDItEUR::U Computing and Information Technology::UB Information technology: general topics ; thema EDItEUR::U Computing and Information Technology::UT Computer networking and communications ; thema EDItEUR::U Computing and Information Technology::UK Computer hardware::UKN Network hardware ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQV Computer vision ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYD Systems analysis and design ; thema EDItEUR::U Computing and Information Technology::UB Information technology: general topics ; thema EDItEUR::U Computing and Information Technology::UT Computer networking and communications ; thema EDItEUR::U Computing and Information Technology::UK Computer hardware::UKN Network hardware
    Language: English
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    Handbook of Computational Social Science for Policy (2023)
    Springer Nature | Springer International Publishing
    Details
    Publication Date: 2024-04-14
    Description: This open access handbook describes foundational issues, methodological approaches and examples on how to analyse and model data using Computational Social Science (CSS) for policy support. Up to now, CSS studies have mostly developed on a small, proof-of concept, scale that prevented from unleashing its potential to provide systematic impact to the policy cycle, as well as from improving the understanding of societal problems to the definition, assessment, evaluation, and monitoring of policies. The aim of this handbook is to fill this gap by exploring ways to analyse and model data for policy support, and to advocate the adoption of CSS solutions for policy by raising awareness of existing implementations of CSS in policy-relevant fields. To this end, the book explores applications of computational methods and approaches like big data, machine learning, statistical learning, sentiment analysis, text mining, systems modelling, and network analysis to different problems in the social sciences. The book is structured into three Parts: the first chapters on foundational issues open with an exposition and description of key policymaking areas where CSS can provide insights and information. In detail, the chapters cover public policy, governance, data justice and other ethical issues. Part two consists of chapters on methodological aspects dealing with issues such as the modelling of complexity, natural language processing, validity and lack of data, and innovation in official statistics. Finally, Part three describes the application of computational methods, challenges and opportunities in various social science areas, including economics, sociology, demography, migration, climate change, epidemiology, geography, and disaster management. The target audience of the book spans from the scientific community engaged in CSS research to policymakers interested in evidence-informed policy interventions, but also includes private companies holding data that can be used to study social sciences and are interested in achieving a policy impact.
    Keywords: Computational Social Science ; Data Science ; Big Data Analytics ; Statistical Learning ; Machine Learning ; Sentiment Analysis ; Natural Language Processing ; thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering::UMB Algorithms and data structures ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics ; thema EDItEUR::J Society and Social Sciences ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning
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    Computer Aided Verification (2023)
    Springer Nature | Springer Nature Switzerland
    Details
    Publication Date: 2024-04-14
    Description: The open access proceedings set LNCS 13964, 13965, 13966 constitutes the refereed proceedings of the 35th International Conference on Computer Aided Verification, CAV 2023, which was held in Paris, France, in July 2023. The 67 full papers presented in these proceedings were carefully reviewed and selected from 261 submissions. The have been organized in topical sections as follows: Part I: Automata and logic; concurrency; cyber-physical and hybrid systems; synthesis; Part II: Decision procedures; model checking; neural networks and machine learning; Part II: Probabilistic systems; security and quantum systems; software verification.
    Keywords: architecture verification and validation ; artificial intelligence ; computer programming ; distributed computer systems ; formal logic ; embedded systems ; model checking ; programming languages ; software architecture ; software design ; software quality ; logic and verification ; thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering::UMZ Software Engineering ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering::UMB Algorithms and data structures ; thema EDItEUR::U Computing and Information Technology::UT Computer networking and communications
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    Computer Aided Verification (2023)
    Springer Nature | Springer Nature Switzerland
    Details
    Publication Date: 2024-04-14
    Description: The open access proceedings set LNCS 13964, 13965, 13966 constitutes the refereed proceedings of the 35th International Conference on Computer Aided Verification, CAV 2023, which was held in Paris, France, in July 2023. The 67 full papers presented in these proceedings were carefully reviewed and selected from 261 submissions. The have been organized in topical sections as follows: Part I: Automata and logic; concurrency; cyber-physical and hybrid systems; synthesis; Part II: Decision procedures; model checking; neural networks and machine learning; Part II: Probabilistic systems; security and quantum systems; software verification.
    Keywords: architecture verification and validation ; artificial intelligence ; computer programming ; distributed computer systems ; formal logic ; software engineering ; distributed systems ; model checking ; programming languages ; software quality ; theory of computation ; thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering::UMZ Software Engineering ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering::UMB Algorithms and data structures ; thema EDItEUR::U Computing and Information Technology::UT Computer networking and communications
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    Computer Aided Verification (2023)
    Springer Nature | Springer Nature Switzerland
    Details
    Publication Date: 2024-04-14
    Description: The open access proceedings set LNCS 13964, 13965, 13966 constitutes the refereed proceedings of the 35th International Conference on Computer Aided Verification, CAV 2023, which was held in Paris, France, in July 2023. The 67 full papers presented in these proceedings were carefully reviewed and selected from 261 submissions. The have been organized in topical sections as follows: Part I: Automata and logic; concurrency; cyber-physical and hybrid systems; synthesis; Part II: Decision procedures; model checking; neural networks and machine learning; Part II: Probabilistic systems; security and quantum systems; software verification.
    Keywords: architecture verification and validation ; artificial intelligence ; computer programming ; computer systems ; distributed systems ; embedded systems ; formal logic ; model checking ; programming languages ; software architecture ; software design ; software quality ; software engineering ; logic and verification ; thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering::UMZ Software Engineering ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering::UMB Algorithms and data structures ; thema EDItEUR::U Computing and Information Technology::UT Computer networking and communications
    Language: English
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    The Politics of Children’s Rights and Representation (2023)
    Springer Nature | Palgrave Macmillan
    Details
    Publication Date: 2024-04-15
    Description: This open access edited volume investigates children and youth's deep entanglement in today's major global, national, and local transformations and processes: wherein they are not mere spectators and objects of transformations but instead actively shape them through various social, economic, and political representations. International contributions illuminate the problems that arise when children's rights and participation become a site of contestation and power over who represents whom, what, when, and where. The authors do not provide simple solutions, instead offering an understanding of the fundamental nature of these problems as founded in the application of rights and the nature of representation in modern society. Together, the authors emphasize that child representation must take into account the local and spatial context of how representations of children are discussed, as well as possible discrepancies between local, regional, national, and global processes.
    Keywords: Children's Rights ; Children's Representation ; Youth Representation ; Participation ; Youth Participation ; Children's Voice ; Youth Justice ; Representation ; Childhood experience ; Transformation ; Self-representation ; Youth activism ; thema EDItEUR::J Society and Social Sciences::JP Politics and government::JPQ Central / national / federal government::JPQB Central / national / federal government policies ; thema EDItEUR::J Society and Social Sciences::JH Sociology and anthropology::JHB Sociology::JHBK Sociology: family and relationships ; thema EDItEUR::J Society and Social Sciences::JN Education ; thema EDItEUR::J Society and Social Sciences::JP Politics and government::JPA Political science and theory ; thema EDItEUR::J Society and Social Sciences::JK Social services and welfare, criminology::JKV Crime and criminology::JKVQ Offenders::JKVQ2 Juvenile offenders
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    Die Zukunft des MINT-Lernens – Band 1 (2023)
    Springer Nature | Springer Berlin Heidelberg
    Details
    Publication Date: 2024-04-07
    Description: Dieser Open-Access-Sammelband stellt Perspektiven auf digitalen MINT-Unterricht und die Lehrkräftebildung der Zukunft dar. Auf Grundlage aktueller Forschungsergebnisse beantwortet er aktuelle Fragestellungen, etwa: Welche Kompetenzen und welche Lerninhalte werden für die Herausforderungen von morgen benötigt und welchen Beitrag können die MINT-Fächer dazu leisten? Inwiefern kann die Digitalisierung bei einem Lernen für die Zukunft unterstützen bzw. ist sie notwendiger Bildungsinhalt für zukünftiges Handeln? Welche digitalen Technologien, digitalen Werkzeuge und digitalen Lernumgebungen können bei der Entwicklung von 21st Century Skills bei Lernenden beitragen? Wie müssen sie ausgestaltet sein, um beim Lernen und Problemlösen unterstützend zu wirken und die Lernenden zum kritischen Denken (Critical Thinking) anzuregen? Wie kann eine Diagnostik mit digitalen Methoden aussehen? Was folgt aus all dem für die MINT-Lehrkräftebildung? Der vorliegende erste Band ist Teil eines zweibändigen Sammelwerks; die beiden Bände sind weitgehend unabhängig voneinander lesbar und unterscheiden sich in ihrem inhaltlichen Fokus: Während Band 1 grundsätzliche Perspektiven beleuchtet, fokussiert Band 2 eher auf konkrete digitale Tools und Methoden für die Unterrichtspraxis. Die Beiträge wurden im Rahmen des Projekts „Die Zukunft des MINT-Lernens – Denkfabrik für Unterricht mit digitalen Technologien“, gefördert durch die Deutsche Telekom Stiftung, entwickelt. Sie decken verschiedene (assoziierte) Projekte des Entwicklungskonsortiums der beteiligten Hochschulstandorte ab und bieten zukunftsweisendes Wissen zum Thema.
    Keywords: digitaler MINT-Unterricht im 21. Jahrhundert ; MINT-Lehrkräftebildung ; Perspektiven auf digitalen MINT-Unterricht ; Lehramtsstudium MINT ; MINT-Lernen digital ; Computational Thinking ; thema EDItEUR::P Mathematics and Science::PB Mathematics ; thema EDItEUR::J Society and Social Sciences::JN Education::JNU Teaching of a specific subject ; thema EDItEUR::J Society and Social Sciences::JN Education
    Language: German
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    The Evolution of Research on Teaching Mathematics (2023)
    Springer Nature | Springer International Publishing
    Details
    Publication Date: 2024-03-29
    Description: This open access book investigates current issues related to the evolution of research on teaching mathematics and examines up to thirty years of presage-process-product research (PPPR) in mathematics with respect to conceptualization, instrumentation, and design. The book discusses the theoretical and methodological challenges associated with PPPR, critically reviews current research, and explores the likely direction of further developments to identify future paths for research on high-quality mathematics teaching in the digital era. Subjects that are covered in this work focus on the relationships between 1) student learning outcomes measured upon completion of the mathematics teaching; 2) student learning activities in the classroom; 3) interactive mathematics teacher activities, and best practices in mathematics classrooms conducted in the presence of students; 4) pre-post-active mathematics teacher activities such as planning, assessment, and other teaching-related activities outside of the classroom; 5) mathematics teachers’ competencies, knowledge, and skills; and 6) mathematics teachers’ characteristics, including beliefs, attitudes, and motivation. This book discusses the evolution of such research in mathematics teaching and teacher education in the digital era and is of interest to researchers exploring the field of mathematics teaching and mathematics teacher education as well as educators.
    Keywords: mathematics teacher education ; presage-process-product research ; evolution of research on teaching mathematics ; student mathematics learning outcomes ; mathematics learning activities ; interactive mathematics teacher activities ; best practices in mathematics ; mathematics teacher professional development ; mathematics teacher knowledge, skills, and competencies ; mathematics teacher characteristics ; Mathematical Teaching Educational Skills ; bic Book Industry Communication::J Society & social sciences::JN Education::JNU Teaching of a specific subject ; bic Book Industry Communication::J Society & social sciences::JN Education::JNM Higher & further education, tertiary education::JNMT Teacher training ; bic Book Industry Communication::J Society & social sciences::JN Education ; thema EDItEUR::J Society and Social Sciences::JN Education::JNU Teaching of a specific subject ; thema EDItEUR::J Society and Social Sciences::JN Education::JNM Higher education, tertiary education::JNMT Teacher training ; thema EDItEUR::J Society and Social Sciences::JN Education
    Language: English
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    Topological Obstructions to Stability and Stabilization (2023)
    Springer Nature | Springer Nature Switzerland
    Details
    Publication Date: 2024-04-11
    Description: This open access book provides a unified overview of topological obstructions to the stability and stabilization of dynamical systems defined on manifolds and an overview that is self-contained and accessible to the control-oriented graduate student. The authors review the interplay between the topology of an attractor, its domain of attraction, and the underlying manifold that is supposed to contain these sets. They present some proofs of known results in order to highlight assumptions and to develop extensions, and they provide new results showcasing the most effective methods to cope with these obstructions to stability and stabilization. Moreover, the book shows how Borsuk’s retraction theory and the index-theoretic methodology of Krasnosel’skii and Zabreiko underlie a large fraction of currently known results. This point of view reveals important open problems, and for that reason, this book is of interest to any researcher in control, dynamical systems, topology, or related fields.
    Keywords: Control Systems ; Feedback Control ; Algebraic Topology ; Differential Topology ; Index Theory ; Retractive Theory ; Topological Obstruction ; thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TJ Electronics and communications engineering::TJF Electronics engineering::TJFM Automatic control engineering ; thema EDItEUR::P Mathematics and Science::PB Mathematics::PBW Applied mathematics::PBWR Nonlinear science ; thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TG Mechanical engineering and materials::TGM Materials science ; thema EDItEUR::P Mathematics and Science::PB Mathematics::PBP Topology ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering::UMB Algorithms and data structures
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    Hyperparameter Tuning for Machine and Deep Learning with R (2023)
    Springer Nature | Springer Nature Singapore
    Details
    Publication Date: 2024-04-14
    Description: This open access book provides a wealth of hands-on examples that illustrate how hyperparameter tuning can be applied in practice and gives deep insights into the working mechanisms of machine learning (ML) and deep learning (DL) methods. The aim of the book is to equip readers with the ability to achieve better results with significantly less time, costs, effort and resources using the methods described here. The case studies presented in this book can be run on a regular desktop or notebook computer. No high-performance computing facilities are required. The idea for the book originated in a study conducted by Bartz & Bartz GmbH for the Federal Statistical Office of Germany (Destatis). Building on that study, the book is addressed to practitioners in industry as well as researchers, teachers and students in academia. The content focuses on the hyperparameter tuning of ML and DL algorithms, and is divided into two main parts: theory (Part I) and application (Part II). Essential topics covered include: a survey of important model parameters; four parameter tuning studies and one extensive global parameter tuning study; statistical analysis of the performance of ML and DL methods based on severity; and a new, consensus-ranking-based way to aggregate and analyze results from multiple algorithms. The book presents analyses of more than 30 hyperparameters from six relevant ML and DL methods, and provides source code so that users can reproduce the results. Accordingly, it serves as a handbook and textbook alike.
    Keywords: Hyperparameter Tuning ; Hyperparameters ; Tuning ; Deep Neural Networks ; Reinforcement Learning ; Machine Learning ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning ; thema EDItEUR::U Computing and Information Technology::UF Business applications::UFM Mathematical and statistical software ; thema EDItEUR::P Mathematics and Science::PH Physics::PHU Mathematical physics ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning ; thema EDItEUR::U Computing and Information Technology::UF Business applications::UFM Mathematical and statistical software ; thema EDItEUR::P Mathematics and Science::PH Physics::PHU Mathematical physics
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    Mission AI (2023)
    Springer Nature | Springer International Publishing
    Details
    Publication Date: 2024-04-07
    Description: This open access book offers a strategic perspective on AI and the process of embedding it in society. ​After decades of research, Artificial Intelligence (AI) is now entering society at large. Due to its general purpose character, AI will change society in multiple, fundamental and unpredictable ways. Therefore, the Netherlands Scientific Council for Government Policy (WRR) characterizes AI as a system technology: a rare type of technologies that have a systemic impact on society. Earlier system technologies include electricity, the combustion engine and the computer. The history of these technologies provides us with useful insights about what it takes to direct the introduction of AI in society. The WRR identifies five key tasks to structurally work on this process: demystification, contextualisation, engagement, regulation and positioning. By clarifying what AI is (demystification), creating a functional ecosystem (contextualisation), involving diverse stakeholders (engagement), developing directive frameworks (regulation) and engaging internationally (positioning), societies can meaningfully influence how AI settles. Collectively, these activities steer the process of co-development between technology and society, and each representing a different path to safeguard public values. Mission AI - The New System Technology was originally published as an advisory report for the government of the Netherlands. The strategic analysis and the outlined recommendations are, however, relevant to every government and organization that aims to take up 'misson AI' and embed this newest system technology in our world.
    Keywords: Artificial intelligence ; Public policy ; Strategic governance of technology ; Safeguarding public values ; thema EDItEUR::J Society and Social Sciences::JH Sociology and anthropology::JHB Sociology ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence
    Language: English
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    Schools and Society During the COVID-19 Pandemic (2023)
    Springer Nature | Springer Nature Switzerland
    Details
    Publication Date: 2024-03-29
    Description: This open access book provides an analysis of the effects of the COVID-19 Pandemic on diverse education systems, and of the results of the policies adopted to sustain educational opportunities. Through a series of diverse national case studies, the book examines the preexisting fragilities and vulnerabilities in educational structures which shaped the nature of the varied responses, around the world, to teaching and learning during the worst crisis in public education in recent history. The chapters in the book take stock of how educational opportunities changed in various education systems around the world as a result of the Covid-19 pandemic, answering the question of what did education systems, and societies, learn about education as a result of the pandemic. The book covers diverse education systems, with varying levels of resources and facing distinct education challenges, including Brazil, Chile, Finland, Japan, Mexico, Norway, Portugal, Russia, Singapore, Spain, South Africa, and the United States.
    Keywords: Covid-19 ; Education Policy ; Comparative Education ; Education and Covid-19 ; Learning Loss ; teaching during covid-19 ; schools and societies during covid-19 ; education systems ; comparative education study ; re-institutionalizing school education ; Emotionally Challenging education ; guaranteeing academic achievement ; causes of learning loss ; educational opportunity ; Distance Teaching and Learning ; educational support societal change ; education during global health crisis ; Paradoxical educational effects of the COVID-19 ; Learning to read during pandemic ; bic Book Industry Communication::J Society & social sciences::JN Education::JNF Educational strategies & policy ; bic Book Industry Communication::J Society & social sciences::JN Education ; thema EDItEUR::J Society and Social Sciences::JN Education::JNF Educational strategies and policy ; thema EDItEUR::J Society and Social Sciences::JN Education
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    Automated Reasoning with Analytic Tableaux and Related Methods (2023)
    Springer Nature | Springer Nature Switzerland
    Details
    Publication Date: 2024-04-14
    Description: This open access book constitutes the proceedings of the proceedings of the 32nd International Conference on Automated Reasoning with Analytic Tableaux and Related Methods, TABLEAUX 2023, held in Prague, Czech Republic, during September 18-21, 2023. The 20 full papers and 5 short papers included in this book together with 5 abstracts of invited talks were carefully reviewed and selected from 43 submissions. They present research on all aspects of the mechanization of reasoning with tableaux and related methods. The papers are organized in the following topical sections: tableau calculi; sequent calculi; theorem proving; non-wellfounded proofs; modal logics; linear logic and MV-algebras; separation logic; and first-order logics.
    Keywords: tableaux ; tableaux calculus ; sequent calculus ; proof theory ; theorem proving ; proof assistant ; natural deduction ; formalized proof ; decision procedures ; automated deduction ; SMT ; resolution ; cut-elimination ; non-classical logics ; modal logic ; intuitionistic ; inear logic ; substructural logic ; separation logic ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYA Mathematical theory of computation ; thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering ; thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering::UMZ Software Engineering ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYD Systems analysis and design ; thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering::UMB Algorithms and data structures
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    The Educational Turn (2023)
    Springer Nature | Springer Nature Singapore
    Details
    Publication Date: 2024-03-29
    Description: This open access book explores how educational researchers working at the edges of innovations in languages and literacies, leadership, assessment, social and cultural transformation, and pedagogies rethink the educational turn in new sites. It engages with the Scholarship of Teaching and Learning (SoTL) for educational researchers to redefine ways of knowing about learning post-COVID and deepen collective understanding of student learning and teaching for next practices to emerge. This book extends the theoretical and practical aspects of the educational turn across multiple contexts as SoTL. It is grounded in a field of practice and ways of knowing, outlining key intellectual principals, and set against specific examples from research. The chapters reference an understanding of the pedagogical implications of the ‘educational turn’, utilise a broad range of theory and concepts, and explore potential implications for education and next practices.
    Keywords: Innovation in teacher education ; The teaching research nexus and teacher education ; Leading innovation in teaching practice ; Global mobility and internationalisation ; Assessment on initial teacher education programs ; Transforming higher education for the future ; Developing and sustaining research communities ; Interdisciplinary research and the scholarship of teaching ; Reimagining higher education research collaborations ; Designing education for wellbeing and connections ; Learning spaces and theories ; Assessment in initial teacher education ; bic Book Industry Communication::J Society & social sciences::JN Education::JNM Higher & further education, tertiary education ; bic Book Industry Communication::J Society & social sciences::JN Education::JNM Higher & further education, tertiary education::JNMT Teacher training ; bic Book Industry Communication::J Society & social sciences::JN Education::JNK Organization & management of education ; bic Book Industry Communication::J Society & social sciences::JN Education ; thema EDItEUR::J Society and Social Sciences::JN Education::JNM Higher education, tertiary education ; thema EDItEUR::J Society and Social Sciences::JN Education::JNM Higher education, tertiary education::JNMT Teacher training ; thema EDItEUR::J Society and Social Sciences::JN Education::JNK Educational administration and organization ; thema EDItEUR::J Society and Social Sciences::JN Education
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    Effective Teaching Around the World (2023)
    Springer Nature | Springer International Publishing
    Details
    Publication Date: 2024-03-29
    Description: This open access book brings together theoretical, empirical, methodological, and practical insights from various countries on effective teaching. It particularly focuses on discussing issues pertaining to effective teaching behaviour including definitions and conceptualizations, measurement, differences, and importance to student outcomes from international perspectives. The book will draw upon the rich cultures with diverse contexts involving Asia, Australia, Africa, America, and Europe which serve as the background setting to better understand teaching quality from a wide spectrum of educational systems and performances. It shows that effective teaching behaviour can be conceptualized and operationalized uniformly using specific frameworks and measures, but also addresses some limitations that should be tackled. The book discusses promising ways to measure and compare effective teaching behaviour from classical test theory (CTT) as well as item response theory (IRT) perspectives. It indicates that effective teaching behaviour in diverse countries follows a systematic level of complexity, which provides an avenue for ongoing teacher education and teacher professional development. It discusses the interrelated domains of effective teaching behaviour including contemporary trends of differentiation. The book continues with examining similarities and differences in effective teaching behaviour across countries. It builds on the understanding of cultural traditions across countries as profoundly reflected in the classroom processes.
    Keywords: Teaching effectiveness in Spain ; Professional learning communities in South Korea ; student engagement in Turkey ; teachers’ perceptions of ICT capabilities ; Teacher-student relationships ; teacher and school improvement ; student motivational outcomes ; student perceptions of teaching quality ; Classroom observation instruments ; ICALT observation instrument ; learning environments in mainland China ; Teaching quality in Indonesia ; Effective teaching in Mongolia ; Teaching and learning in Pakistan ; effective play-based pedagogy in Asia ; Differentiated instruction ; online training in reflective teaching ; bic Book Industry Communication::J Society & social sciences::JN Education::JNM Higher & further education, tertiary education::JNMT Teacher training ; bic Book Industry Communication::J Society & social sciences::JN Education ; bic Book Industry Communication::J Society & social sciences::JN Education::JNR Careers guidance::JNRV Industrial or vocational training ; bic Book Industry Communication::J Society & social sciences::JN Education::JNM Higher & further education, tertiary education ; bic Book Industry Communication::J Society & social sciences::JN Education::JNC Educational psychology ; thema EDItEUR::J Society and Social Sciences::JN Education::JNM Higher education, tertiary education::JNMT Teacher training ; thema EDItEUR::J Society and Social Sciences::JN Education ; thema EDItEUR::J Society and Social Sciences::JN Education::JNR Careers guidance::JNRV Industrial or vocational training ; thema EDItEUR::J Society and Social Sciences::JN Education::JNM Higher education, tertiary education ; thema EDItEUR::J Society and Social Sciences::JN Education::JNC Educational psychology
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    To Be a Minority Teacher in a Foreign Culture (2023)
    Springer Nature | Springer International Publishing
    Details
    Publication Date: 2024-04-07
    Description: This open access book offers in depth knowledge on the challenges and opportunities offered by the inclusion of minority teachers in mainstream educational settings from an international perspective. It aims to be a unique and important contribution for scholars, policy-makers, and practitioners considering the complexities brought about by global trends into national/local educational systems and settings. It will also serve to guide future research, policy, and practice in this important field of inquiry. The work will contribute answers to questions such as: How do immigrant/minority teachers experience their work in mainstream educational settings?; How do mainstream shareholders experience the inclusion of immigrant/minority teachers in mainstream educational settings?; What is the effect of the successful (and/or unsuccessful) integration of minority teachers and teacher educators into mainstream education settings?.
    Keywords: multiculturalism in education ; multilingual education ; migrant teachers ; international mobility in teaching ; immigrant-origin teachers ; teacher training ; identity and education ; Ethiopian and Russian origin teachers in Israeli shools ; inclusive school development by immigrant teachers ; Kurdish teachers in Turkey ; desegregated teaching in South Africa ; ethnic minority English teachers of color ; Maory teachers in English-medium schools ; bilingual education ; Multicultural Education ; thema EDItEUR::J Society and Social Sciences::JN Education ; thema EDItEUR::J Society and Social Sciences::JN Education::JNM Higher education, tertiary education::JNMT Teacher training ; thema EDItEUR::J Society and Social Sciences::JN Education::JNF Educational strategies and policy
    Language: English
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    Lifelong Learning, Young Adults and the Challenges of Disadvantage in Europe (2023)
    Springer Nature | Palgrave Macmillan
    Details
    Publication Date: 2024-04-03
    Description: This open access book challenges international policy ‘groupthink’ about lifelong learning. Adult learning – too long a servant of business competitiveness – should be reimagined as central to democratic society. Young adults, especially from disadvantaged backgrounds, engage more in education and training, and learn more day-to-day at work, if provision is democratically organised and based on enduring and inclusive institutional networks, and when jobs encourage and reward the acquisition of skills. Using innovative qualitative and quantitative methods, the contributors develop a critical perspective on dominant policies, investigating – across the European Union and Australia – how ‘vulnerable’ young adults experience programmes designed to improve their ‘employability’, and how ‘skills for jobs’ policies squeeze out wider – and wiser – ideas of what education and training should do. Chapters show why some provision works for those with poor educational backgrounds, why labour market and educational institutions matter so much, how adult education can empower and expand people’s agency, and the challenges of using artificial intelligence in lifelong learning policy-making. Several investigate the pivotal role of workplace learning in organisational life, and in learning during ‘emerging adulthood’. Important comparative studies of workplace learning in the metals, retail and adult education sectors show the role of management, trade unions and social movements in young adults’ learning.
    Keywords: lifelong learning ; adult education ; vulnerable adults and education ; adult education policy ; workplace learning ; Europe and lifelong learning ; thema EDItEUR::J Society and Social Sciences::JN Education::JNP Adult education, continuous learning ; thema EDItEUR::J Society and Social Sciences::JP Politics and government::JPQ Central / national / federal government::JPQB Central / national / federal government policies ; thema EDItEUR::J Society and Social Sciences::JN Education::JNF Educational strategies and policy ; thema EDItEUR::J Society and Social Sciences::JN Education ; thema EDItEUR::J Society and Social Sciences::JN Education::JNR Careers guidance::JNRV Industrial or vocational training ; thema EDItEUR::J Society and Social Sciences::JH Sociology and anthropology::JHB Sociology
    Language: English
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    Nordic Artificial Intelligence Research and Development (2023)
    Springer Nature | Springer International Publishing
    Details
    Publication Date: 2024-04-14
    Description: This book constitutes the refereed proceedings of the 4th Symposium of the Norwegian AI Society, NAIS 2022, held in Oslo, Norway, during May 31–June 1, 2022. The 11 full papers included in this book were carefully reviewed and selected from 17 submissions. They were organized in topical sections as follows: robotics and intelligent systems; ai in cyber and digital sphere; ai in biological applications and medicine; and towards new ai methods. This is an open access book.
    Keywords: artificial intelligence ; clustering algorithms ; computer security ; computer vision ; correlation analysis ; data handling ; data integration ; engineering ; expert systems ; Human-Computer Interaction (HCI) ; image analysis ; image processing ; integrated data ; machine learning ; network protocols ; software engineering ; unsupervised learning ; thema EDItEUR::U Computing and Information Technology::UK Computer hardware::UKN Network hardware ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQV Computer vision ; thema EDItEUR::U Computing and Information Technology::UB Information technology: general topics ; thema EDItEUR::U Computing and Information Technology::UT Computer networking and communications ; thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering::UMZ Software Engineering ; thema EDItEUR::U Computing and Information Technology::UK Computer hardware::UKN Network hardware ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQV Computer vision ; thema EDItEUR::U Computing and Information Technology::UB Information technology: general topics ; thema EDItEUR::U Computing and Information Technology::UT Computer networking and communications ; thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering::UMZ Software Engineering
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    Die Zukunft des MINT-Lernens – Band 1 (2023)
    Springer Nature | Springer Spektrum
    Details
    Publication Date: 2024-04-04
    Description: Dieser Open-Access-Sammelband stellt Perspektiven auf digitalen MINT-Unterricht und die Lehrkräftebildung der Zukunft dar. Auf Grundlage aktueller Forschungsergebnisse beantwortet er aktuelle Fragestellungen, etwa: Welche Kompetenzen und welche Lerninhalte werden für die Herausforderungen von morgen benötigt und welchen Beitrag können die MINT-Fächer dazu leisten? Inwiefern kann die Digitalisierung bei einem Lernen für die Zukunft unterstützen bzw. ist sie notwendiger Bildungsinhalt für zukünftiges Handeln? Welche digitalen Technologien, digitalen Werkzeuge und digitalen Lernumgebungen können bei der Entwicklung von 21st Century Skills bei Lernenden beitragen? Wie müssen sie ausgestaltet sein, um beim Lernen und Problemlösen unterstützend zu wirken und die Lernenden zum kritischen Denken (Critical Thinking) anzuregen? Wie kann eine Diagnostik mit digitalen Methoden aussehen? Was folgt aus all dem für die MINT-Lehrkräftebildung? Der vorliegende erste Band ist Teil eines zweibändigen Sammelwerks; die beiden Bände sind weitgehend unabhängig voneinander lesbar und unterscheiden sich in ihrem inhaltlichen Fokus: Während Band 1 grundsätzliche Perspektiven beleuchtet, fokussiert Band 2 eher auf konkrete digitale Tools und Methoden für die Unterrichtspraxis. Die Beiträge wurden im Rahmen des Projekts „Die Zukunft des MINT-Lernens – Denkfabrik für Unterricht mit digitalen Technologien“, gefördert durch die Deutsche Telekom Stiftung, entwickelt. Sie decken verschiedene (assoziierte) Projekte des Entwicklungskonsortiums der beteiligten Hochschulstandorte ab und bieten zukunftsweisendes Wissen zum Thema.
    Keywords: digitaler MINT-Unterricht im 21. Jahrhundert ; MINT-Lehrkräftebildung ; Perspektiven auf digitalen MINT-Unterricht ; Lehramtsstudium MINT ; MINT-Lernen digital ; Computational Thinking ; thema EDItEUR::P Mathematics and Science::PB Mathematics ; thema EDItEUR::J Society and Social Sciences::JN Education::JNU Teaching of a specific subject ; thema EDItEUR::J Society and Social Sciences::JN Education
    Language: German
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    Kompetenzen von Mitarbeitenden in der digitalisierten Arbeitswelt (2023)
    Springer Nature | Springer Berlin Heidelberg
    Details
    Publication Date: 2024-03-29
    Description: Dieses Fachbuch betrachtet aus einer anwendungsorientierten Perspektive aktuelle und zukünftig nötigte Kompetenzen von Mitarbeitenden im Hinblick auf die fortschreitend digitalisierte Arbeitswelt. Es bietet ausgewählte wissenschaftlich fundierte und praxisnahe Einblicke in das Kompetenzmanagement von kleinen und mittleren Unternehmen, indem es Kompetenzmodelle sowie Unterstützungsmaßnahmen des formalen und informellen Lernens v. a. mittels digitaler Möglichkeiten präsentiert und diskutiert. Die anschaulich beschriebenen Anwendungsbeispiele zeigen innovative Maßnahmen auf, die bedeutsame Impulse für die eigene Praxis bieten können. Dies ist ein Open-Access-Buch.
    Keywords: Kompetenzen ; Arbeit 4.0 ; Digitaler Wander ; New Work ; Digitales Zeitalter ; Change ; Kompetenzmodelle ; Kleine Unternehmen ; Mittelständige Unternehmen ; Organisationspsychologie ; Wirtschaftspsychologie ; Mitarbeiterführung ; Team ; Leadership ; KI ; Postpandemie ; Chancen und Risiken ; bic Book Industry Communication::J Society & social sciences::JM Psychology::JMJ Occupational & industrial psychology ; bic Book Industry Communication::K Economics, finance, business & management::KJ Business & management::KJQ Business mathematics & systems ; bic Book Industry Communication::K Economics, finance, business & management::KJ Business & management::KJM Management & management techniques::KJMV Management of specific areas::KJMV2 Personnel & human resources management ; bic Book Industry Communication::J Society & social sciences::JN Education ; bic Book Industry Communication::K Economics, finance, business & management::KJ Business & management::KJM Management & management techniques ; bic Book Industry Communication::J Society & social sciences::JF Society & culture: general::JFD Media studies ; thema EDItEUR::J Society and Social Sciences::JM Psychology::JMJ Occupational and industrial psychology ; thema EDItEUR::K Economics, Finance, Business and Management::KJ Business and Management::KJQ Business mathematics and systems ; thema EDItEUR::K Economics, Finance, Business and Management::KJ Business and Management::KJM Management and management techniques::KJMV Management of specific areas::KJMV2 Personnel and human resources management ; thema EDItEUR::J Society and Social Sciences::JN Education ; thema EDItEUR::K Economics, Finance, Business and Management::KJ Business and Management::KJM Management and management techniques ; thema EDItEUR::J Society and Social Sciences::JB Society and culture: general::JBC Cultural and media studies::JBCT Media studies
    Language: German
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    Silicon Valley Cybersecurity Conference (2023)
    Springer Nature | Springer Nature Switzerland
    Details
    Publication Date: 2024-04-14
    Description: This open access book constitutes refereed proceedings of the Third Conference on Silicon Valley Cybersecurity Conference, SVCC 2022, held as virtual event, in August 17–19, 2022. The 8 full papers included in this book were carefully reviewed and selected from 10 submissions. The contributions are divided into the following thematic blocks: Malware Analysis; Blockchain and Smart Contracts; Remote Device Assessment. This is an open access book.
    Keywords: artificial intelligence ; blockchain ; classification ; computer crime ; computer networks ; computer security ; computer systems ; computer vision ; cryptography ; data communication systems ; data security ; distributed computer systems ; distributed ledger ; image analysis ; intrusion detection ; machine learning ; network protocols ; network security ; parallel processing systems ; query languages ; thema EDItEUR::U Computing and Information Technology::UR Computer security ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQV Computer vision ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::U Computing and Information Technology::UT Computer networking and communications ; thema EDItEUR::U Computing and Information Technology::UR Computer security ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQV Computer vision ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::U Computing and Information Technology::UT Computer networking and communications
    Language: English
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    Internalisierbare Mengenbilder im individualisierten Mathematikunterricht (2023)
    Springer Nature | Springer Fachmedien Wiesbaden
    Details
    Publication Date: 2024-03-29
    Description: In diesem Open.Access-Buch wird gezeigt, dass eine verminderte Fähigkeit zur Simultanerfassung eine Ursache von Rechenschwäche sein kann. Mathematische Lernschwierigkeiten offenbaren sich häufig schon im frühen Grundschulunterricht. Die gängigen Lernmaterialien im mathematischen Anfangsunterricht verwenden zur Mengendarstellung die Kraft der Fünf, die für betroffene Schüler*innen eine besondere Hürde darstellt. In einem Educational Design Research-Projekt wurde gemeinsam mit Personen mit Trisomie 21, dem Down-Syndrom, das mathildr-System entwickelt. Das System eignet sich in der Binnendifferenzierung als Alternative zur Kraft der Fünf und kann zur Entwicklung einer Mengenvorstellung und zum Erlernen des Kopfrechnens verwendet werden. In einer formativen Evaluation wurden die Lernfortschritte von 30 Schüler*innen mit Trisomie 21 im Alter von vier bis 17 Jahren im Zusammenhang mit dem mathildr-System dokumentiert. Ein abschließendes Quasi-Experiment mit 36 Schüler*innen mit Trisomie 21 zeigt zudem, dass sich mathildr zur quasi-simultanen Mengenerfassung eignet. Im Rahmen des Forschungsprojektes wurden Lernmaterialien entwickelt, die Einzug an Schulen gehalten haben.
    Keywords: Trisomie 21 ; Inklusion ; Grundschule ; Educational Design Research ; mathematischer Anfangsunterricht ; digitaler Unterricht ; Mathematical Skills for Teaching ; Mathematikunterricht ; Internalisierbare Mengenbilder ; bic Book Industry Communication::J Society & social sciences::JN Education ; thema EDItEUR::J Society and Social Sciences::JN Education
    Language: German
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    Annals of Scientific Society for Assembly, Handling and Industrial Robotics 2022 (2023)
    Springer Nature | Springer International Publishing
    Details
    Publication Date: 2024-04-11
    Description: This Open Access proceedings presents a good overview of the current research landscape of assembly, handling and industrial robotics. The objective of MHI Colloquium is the successful networking at both academic and management level. Thereby, the colloquium focuses an academic exchange at a high level in order to distribute the obtained research results, to determine synergy effects and trends, to connect the actors in person and in conclusion, to strengthen the research field as well as the MHI community. In addition, there is the possibility to become acquatined with the organizing institute. Primary audience is formed by members of the scientific society for assembly, handling and industrial robotics (WGMHI).
    Keywords: Assembly Processes & Systems ; Handling & Grasping ; Modelling & Simulation ; Human-robot-collaboration ; Industry 4.0 ; Industrial Robotics ; thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TJ Electronics and communications engineering::TJF Electronics engineering::TJFM Automatic control engineering::TJFM1 Robotics ; thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TJ Electronics and communications engineering::TJF Electronics engineering::TJFM Automatic control engineering ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning
    Language: English
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    New Metropolitan Perspectives (2023)
    Springer Nature | Springer International Publishing
    Details
    Publication Date: 2024-04-14
    Description: This open access book conveys attention to the theme of transition towards resilience and sustainability and its evolutionary perspective that emphasizes the complexity and uncertainty that governments and society are called to address in response to the ongoing challenges. "New Metropolitan Perspective Post COVID Dynamics: Green and Digital Transition, between Metropolitan and Return to Villages’ Perspectives”, 25–27 May 2022, Reggio Calabria, Italy. The papers included in the book are grouped around the following main topics: the envisaged transition towards resilience and sustainability; the relevance of the planning dimension for defining sustainable development pathways and managing complexity; and the green and digital transition by glimpsing at approaches, experiences, and cases that outline innovative solutions in cities and inner areas. The book primarily targets the academic and policymaker communities involved in managing the complexity of the transition for regions and cities.
    Keywords: Urban Transition ; Peripheral areas ; Scientific computing and data processing ; Resilience and Recovery ; Research & open innovation ; European Industrial Ecosystem ; Technological resilience ; Knowledge complexity ; Evolutionary economy ; Digital Transition ; Energy-Mobility-Food Systems ; Sustainability transitions ; NMP 2022 ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::K Economics, Finance, Business and Management::KC Economics::KCP Political economy
    Language: English
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    Künstliche Intelligenz in öffentlichen Verwaltungen (2023)
    Springer Nature | Springer Gabler
    Details
    Publication Date: 2024-03-29
    Description: Dieses Buch – eine Open-Access-Publikation mit freiem Online-Zugang – bietet eine verständliche und kompakte Einführung in die Nutzung von KI-Systemen in öffentlichen Verwaltungen. Es beantwortet folgende Fragen: Was bedeutet Künstliche Intelligenz? Wie und in welchen Einsatzgebieten können KI-Systeme im öffentlichen Sektor genutzt werden. Welche Erwartungen und Ziele werden mit dem KI-Einsatz verbunden? Welche Probleme werden adressiert? Auch Aspekte der Governance, also Steuerungsfragen, spielen eine Rolle. Ein besonderer Schwerpunkt liegt auf der Betrachtung der Beziehung und Interaktionen zwischen Mensch und KI-System. Dabei wird auch die Erklärbarkeit der Funktionsweise eines KI-Systems erläutert. Die Inhalte sollen Personen in die Lage versetzen, den Einsatz von KI in der öffentlichen Verwaltung differenziert beurteilen zu können. Kenntnisse im Bereich der Informatik werden nicht vorausgesetzt. Nach dem Lesen dieses Buches sind Sie in der Lage, KI-Anwendungsfälle und Potenziale im öffentlichen Sektor zu identifizieren, KI-Methoden im Überblick zu verstehen, Grenzen und Herausforderungen bei der Anwendung im öffentlichen Sektor zu diskutieren und Anforderungen an KI-Anwendungen im öffentlichen Sektor zu erarbeiten. Im Sinne von Offenheit ist dieses Werk eine Open-Access-Publikation mit freiem Online-Zugang. Inklusive kostenlosem Online-Wissens-Quiz mit der Springer Nature Flashcards-App: Der Fragensatz mit 78 Fragen und Antworten in den SN Flashcards beinhaltet Wiederholungs- und Vertiefungsfragen zum Lehrbuch „KI in öffentlichen Verwaltungen“. Die Fragen und Antworten vermitteln spielerisch wichtige Begriffe, Hintergründe und Wissenswertes zum Thema. ; Dieses Buch – eine Open-Access-Publikation mit freiem Online-Zugang – bietet eine verständliche und kompakte Einführung in die Nutzung von KI-Systemen in öffentlichen Verwaltungen. Es beantwortet folgende Fragen: Was bedeutet Künstliche Intelligenz? Wie und in welchen Einsatzgebieten können KI-Systeme im öffentlichen Sektor genutzt werden. Welche Erwartungen und Ziele werden mit dem KI-Einsatz verbunden? Welche Probleme werden adressiert? Auch Aspekte der Governance, also Steuerungsfragen, spielen eine Rolle. Ein besonderer Schwerpunkt liegt auf der Betrachtung der Beziehung und Interaktionen zwischen Mensch und KI-System. Dabei wird auch die Erklärbarkeit der Funktionsweise eines KI-Systems erläutert. Die Inhalte sollen Personen in die Lage versetzen, den Einsatz von KI in der öffentlichen Verwaltung differenziert beurteilen zu können. Kenntnisse im Bereich der Informatik werden nicht vorausgesetzt. Nach dem Lesen dieses Buches sind Sie in der Lage, KI-Anwendungsfälle und Potenziale im öffentlichen Sektor zu identifizieren, KI-Methoden im Überblick zu verstehen, Grenzen und Herausforderungen bei der Anwendung im öffentlichen Sektor zu diskutieren und Anforderungen an KI-Anwendungen im öffentlichen Sektor zu erarbeiten. Im Sinne von Offenheit ist dieses Werk eine Open-Access-Publikation mit freiem Online-Zugang. Inklusive kostenlosem Online-Wissens-Quiz mit der Springer Nature Flashcards-App: Der Fragensatz mit 78 Fragen und Antworten in den SN Flashcards beinhaltet Wiederholungs- und Vertiefungsfragen zum Lehrbuch „KI in öffentlichen Verwaltungen“. Die Fragen und Antworten vermitteln spielerisch wichtige Begriffe, Hintergründe und Wissenswertes zum Thema.
    Keywords: Open Access Publikation zu Open Government im eGov-Campus ; KI in der öffentlichen Verwaltung ; Künstliche Intelligenz im öffentlichen Sektor ; KI verständlich erklärt mit Anwendungsbeispielen ; KI und Ethik in öffentlicher Verwaltung ; KI-Anwendungen und rechtliche Aspekte ; Datenstrukturen für KI-Anwendungen ; KI und Datenschutz ; Gebrauchstaugliche Entwicklung von KI-Anwendungen ; Mensch-KI-Systeme ; Prozessautomatisierung mit KI ; KI in Kommunalverwaltung, Landes- und Bundesverwaltung ; thema EDItEUR::J Society and Social Sciences::JP Politics and government::JPP Public administration ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence
    Language: German
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    Foundation Models for Natural Language Processing (2023)
    Springer Nature | Springer International Publishing
    Details
    Publication Date: 2024-04-14
    Description: This open access book provides a comprehensive overview of the state of the art in research and applications of Foundation Models and is intended for readers familiar with basic Natural Language Processing (NLP) concepts. Over the recent years, a revolutionary new paradigm has been developed for training models for NLP. These models are first pre-trained on large collections of text documents to acquire general syntactic knowledge and semantic information. Then, they are fine-tuned for specific tasks, which they can often solve with superhuman accuracy. When the models are large enough, they can be instructed by prompts to solve new tasks without any fine-tuning. Moreover, they can be applied to a wide range of different media and problem domains, ranging from image and video processing to robot control learning. Because they provide a blueprint for solving many tasks in artificial intelligence, they have been called Foundation Models. After a brief introduction to basic NLP models the main pre-trained language models BERT, GPT and sequence-to-sequence transformer are described, as well as the concepts of self-attention and context-sensitive embedding. Then, different approaches to improving these models are discussed, such as expanding the pre-training criteria, increasing the length of input texts, or including extra knowledge. An overview of the best-performing models for about twenty application areas is then presented, e.g., question answering, translation, story generation, dialog systems, generating images from text, etc. For each application area, the strengths and weaknesses of current models are discussed, and an outlook on further developments is given. In addition, links are provided to freely available program code. A concluding chapter summarizes the economic opportunities, mitigation of risks, and potential developments of AI.
    Keywords: Pre-trained Language Models ; Deep Learning ; Natural Language Processing ; Transformer Models ; BERT ; GPT ; Attention Models ; Natural Language Understanding ; Multilingual Models ; Natural Language Generation ; Chatbot ; Foundation Models ; Information Extraction ; Text Generation ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQL Natural language and machine translation ; thema EDItEUR::C Language and Linguistics::CF Linguistics::CFX Computational and corpus linguistics ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQE Expert systems / knowledge-based systems ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning
    Language: English
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    The Power of Peer Learning (2023)
    Springer Nature | Springer International Publishing
    Details
    Publication Date: 2024-03-29
    Description: This open access book explores new developments in various aspects of peer learning processes and outcomes. It brings together research studies examining how peer feedback, peer assessment, and small group learning activities can be designed to maximize learning outcomes in higher, but also secondary, education. Conceptual models and methodological frameworks are presented to guide teachers and educational designers for successful implementation of peer learning activities with the hope of maximizing the effectiveness of peer learning in real educational classrooms. There is a strong emphasis on how technology-enhanced tools can advance peer learning, both with respect to designing and implementing learning activities, as well as analyzing learning processes and outcomes. By providing empirical studies from different peer learning initiatives, both teachers and students in academic and professional contexts are informed about the state of the art developments of peer learning. This book contributes to the understanding of peer learning challenges and solutions in all level of education and provide avenues for future research. It includes theoretical, methodological, and empirical chapters which makes it a useful tool for both teaching and research.
    Keywords: Peer Learning in Higher Education ; Peer Feedback and Students’ Learning ; Peer Learning and Students’ Motivation ; Peer Learning Processes and Outcomes ; Peer Feedback and Peer Feedforward ; Peer Feedback and Online Learning ; Pedagogical Design of Peer Learning Processes ; Peer Learning and Students’ Individual Characteristics ; Peer Learning and Students’ Learning Perception ; Peer Learning and Students’ Emotional Responses ; Peer Learning and its Challenges ; bic Book Industry Communication::J Society & social sciences::JN Education::JNZ Study & learning skills: general ; bic Book Industry Communication::J Society & social sciences::JN Education::JNC Educational psychology ; bic Book Industry Communication::J Society & social sciences::JN Education ; thema EDItEUR::J Society and Social Sciences::JN Education::JNZ Study and learning skills: general ; thema EDItEUR::J Society and Social Sciences::JN Education::JNC Educational psychology ; thema EDItEUR::J Society and Social Sciences::JN Education
    Language: English
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    Sisters of the Brotherhood: Alienation and Inclusion in Learning Philosophy (2023)
    Springer Nature | Springer International Publishing
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    Publication Date: 2024-04-05
    Description: This open access book explores the gendered reality of learning philosophy at the university level, investigating the ways in which women and minority students become alienated from the social practices of a male-dominated field, and examining pedagogical solutions to this problem. It covers the roles and the interactions of the professor and student in the following ways: (1) the historical situation, (2) the affective, social and bodily situation, and (3) the moral situation. This text analyzes women’s passion for philosophy as a quest for truth, as well as their partial alienation from the social practices of philosophy. It demonstrates that recognition, generosity, and care are central ingredients of good learning and teaching experiences. Providing case studies of experimental courses in philosophy, the book discusses a variety of pedagogical approaches that might increase the inclusiveness of a philosophical education: novel and more gender-balanced ways of interpreting the history of philosophy, problem-based learning as a means of emancipating the student from the traditional master–disciple relationship, body awareness practices as a way of challenging the “disembodying” tendencies of philosophy, and a pluralism of methods to address the needs of different kinds of learners. Thanks to these features, the book is particularly useful for philosophy professors at the university level, but it also provides insights for all readers who feel puzzled about the persistent underrepresentation of women in philosophy.
    Keywords: Women in Philosophy ; Inclusive Learning ; Minorities in Philosophy ; Alienation From Philosophy ; Women Students ; Passion for Philosophy ; Situatedness of Learning ; Philosophical Canon ; Renewal of Philosophy ; Underrepresentation of Women ; teaching philosophy ; socrates tenured ; philosophy and education ; inclusion in philosophy ; thema EDItEUR::Q Philosophy and Religion::QD Philosophy ; thema EDItEUR::J Society and Social Sciences::JN Education ; thema EDItEUR::Q Philosophy and Religion::QD Philosophy::QDT Topics in philosophy::QDTS Social and political philosophy
    Language: English
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    Media-Related Out-of-School Contact with English in Germany and Switzerland (2023)
    Springer Nature | Springer VS
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    Publication Date: 2024-03-24
    Description: This open access book aimes to close a critical research gap in understanding how frequently German-speaking adolescents come into contact with the English language through various media channels, such as television, books, or the internet, and how this contact influences learners’ English competences. In addition, this research project explores the effect of family background and gender on this contact. The analysis shows frequent contact with English-language media content by young learners in Germany and Switzerland. More frequent contact was associated with higher language competences. Differences could be found in the preferences of media content and type of media channels due to socio-economic family background and gender.
    Keywords: Language Learning ; Out-of-school Contact ; Media habitus ; Incidental Learning ; Extramural English ; thema EDItEUR::C Language and Linguistics::CJ Language teaching and learning ; thema EDItEUR::J Society and Social Sciences::JN Education
    Language: English
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    Digital Transformations in Nordic Higher Education (2023)
    Springer Nature | Palgrave Macmillan
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    Publication Date: 2024-03-29
    Description: This open access book expands the scholarly and policy debates surrounding digital transformation in higher education. The authors adopt a pluralistic conceptual framework which uncovers three analytical elements – contexts, mediations, and type of effects – for unpacking empirical manifestations. The publicly funded higher education systems in Nordic countries provide solid empirical insights into how digital transformations have gained ground before and during the COVID-19 pandemic, and chapter contributions demonstrate how international digitalisation trends (such as in the global EdTech industry) impact on the core activities of higher education institutions (HEIs). The findings underscore the importance of assessments that consider multiple sub-systems within HEIs, as well as the complex relationships between them. By unpacking Nordic dynamics in the light of global processes and developments, the approach adopted and the results generated are of relevance to a much broader, global audience of students and researchers in higher education.
    Keywords: digital transformation ; higher education ; Nordic universities ; interdisciplinarity ; bic Book Industry Communication::J Society & social sciences::JN Education::JNM Higher & further education, tertiary education ; bic Book Industry Communication::J Society & social sciences::JN Education ; thema EDItEUR::J Society and Social Sciences::JN Education::JNM Higher education, tertiary education ; thema EDItEUR::J Society and Social Sciences::JN Education
    Language: English
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    Duale Schriftnutzung: Brailleschrift und Schwarzschrift (2023)
    Springer Nature | Springer Fachmedien Wiesbaden
    Details
    Publication Date: 2024-04-08
    Description: In diesem Open-Access-Buch werden die schriftsprachlichen Kompetenzen von Schülerinnen und Schülern mit dualer Schriftnutzung untersucht. Von einem dualen Schriftspracherwerb spricht man, wenn Kinder oder Jugendliche mit Sehbeeinträchtigung neben der Schwarzschrift auch die Brailleschrift erlernen. Vom Erwerb eines zusätzlichen Schriftmediums profitieren insbesondere Lernende mit fortschreitenden oder schwerwiegenden Augenerkrankungen. Wie wirkt sich ein dualer Schriftspracherwerb auf die Leseflüssigkeit, die Rechtschreibung bzw. das Lese- und Hörverstehen aus? Wie können Kinder und Jugendliche mit dualer Schriftnutzung gefördert werden? Um diese Fragen zu beantworten, werden die Ergebnisse aus einer Kompetenzerhebung sowie mehreren Fallstudien herangezogen und mit dem aktuellen Kenntnis- und Forschungsstand zur dualen Schriftnutzung verknüpft. Dazu werden praktische und anschauliche Beispiele geliefert, wie der Unterricht von Kindern und Jugendlichen mit dualer Schriftnutzung gelingen kann.
    Keywords: dual-media ; Brailleschrift ; duale Schriftnutzung ; Blinden- und Sehbehindertenpädagogik ; Schriftspracherwerb ; Blindheit ; Sehbeeinträchtigung ; thema EDItEUR::J Society and Social Sciences::JN Education ; thema EDItEUR::C Language and Linguistics::CJ Language teaching and learning
    Language: German
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    Automated Deduction – CADE 29 (2023)
    Springer Nature | Springer Nature Switzerland
    Details
    Publication Date: 2024-04-14
    Description: This open access book constitutes the proceedings of the 29th International Conference on Automated Deduction, CADE 29, which took place in Rome, Italy, during July 2023. The 28 full papers and 5 short papers presented were carefully reviewed and selected from 77 submissions. CADE is the major forum for the presentation of research in all aspects of automated deduction, including foundations, applications, implementations, and practical experience. The papers are organized in the following topics: Logical foundations; theory and principles; implementation and application; ATP and AI; and system descriptions.
    Keywords: artificial intelligence ; automata theory ; Boolean functions ; formal languages ; formal logic ; model checking ; software engineering ; automated theorem proving ; software verification ; logic programming ; automated reasoning ; automated deduction ; propositional satisfiability ; constraint solving ; computer algebra ; satisfiability modulo theories ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYA Mathematical theory of computation ; thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering ; thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering::UMZ Software Engineering
    Language: English
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    Objective Information Theory (2023)
    Springer Nature | Springer Nature Singapore
    Details
    Publication Date: 2024-04-14
    Description: Objective Information Theory (OIT) is proposed to represent and compute the information in a large-scale complex information system with big data in this monograph. To formally analyze, design, develop, and evaluate the information, OIT interprets the information from essential nature, measures the information from mathematical properties, and models the information from concept, logic, and physic. As the exemplified applications, Air Traffic Control System (ATCS) and Smart Court SoSs (System of Systems) are introduced for practical OITs. This Open Access book can be used as a technical reference book in the field of information science and also a reference textbook for senior students and graduate ones in related majors.
    Keywords: Object Information Theory ; Information Space ; Structural Framework ; Metaverse ; Information Model ; Information Measure ; Information Systems Dynamics ; Air Traffic Control System (ATCS) ; Smart Court SoSs (System of Systems) ; thema EDItEUR::U Computing and Information Technology::UT Computer networking and communications ; thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering::UMB Algorithms and data structures ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::U Computing and Information Technology::UY Computer science ; thema EDItEUR::U Computing and Information Technology::UT Computer networking and communications ; thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering::UMB Algorithms and data structures ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::U Computing and Information Technology::UY Computer science
    Language: English
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    Risky Play (2023)
    Springer Nature | Palgrave Macmillan
    Details
    Publication Date: 2024-04-05
    Description: This open access book brings together current childhood research and contemporary ethical theory to draw attention to how children depend upon a scope of action for risky play for their mental and physical development. In many countries, the opportunities for children to play away from adults' close attention have decreased. At both school and home, protection and avoidance of harm take increasing priority. This book draws a distinction between do-good ethics and avoid-harm ethics to highlight ethical tensions and dilemmas encountered by professionals who work with children, and suggests better ways to balance these ethical dimensions in approaching risky play.
    Keywords: Risky play ; Ethics ; Childhood ; Avoid-harm ethics ; Do-good ethics ; Early childhood ; Play and childhood ; thema EDItEUR::J Society and Social Sciences::JN Education::JNL Schools and pre-schools::JNLA Pre-school and kindergarten ; thema EDItEUR::J Society and Social Sciences::JN Education ; thema EDItEUR::Q Philosophy and Religion::QD Philosophy::QDT Topics in philosophy::QDTQ Ethics and moral philosophy ; thema EDItEUR::J Society and Social Sciences::JH Sociology and anthropology::JHB Sociology::JHBK Sociology: family and relationships ; thema EDItEUR::J Society and Social Sciences::JM Psychology::JMC Child, developmental and lifespan psychology
    Language: English
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    Die datafizierte Schule (2023)
    Springer Nature | Springer Fachmedien Wiesbaden
    Details
    Publication Date: 2024-03-29
    Description: Das Open-Access-Buch versteht sich als Einladung über diverse Zukünfte datafizierter Schule nachzudenken. An der Schnittstelle von Bildungsforschung, Erziehungswissenschaft, Soziologie, Informatik und Kommunikationswissenschaft untersuchen wir mit Blick auf Ambivalenzen die Produktion, Sammlung, Distribution und Verwendung von Daten im Schulsystem. Mit einem qualitativen, schnittstellenübergreifenden, interdisziplinären Ansatz beforschen wir Datafizierung aus Critical Data Studies Perspektive und diskutieren theoretische sowie methodische Herausforderungen der Datafizierungsforschung.
    Keywords: Datafizierung in der Schule ; Datenpraktiken für die Schule ; Adaptives Lernen ; Digitale Bildung ; Bildungssteuerung ; Datafizierungsforschung (inter-)national ; bic Book Industry Communication::J Society & social sciences::JN Education ; bic Book Industry Communication::J Society & social sciences::JF Society & culture: general::JFD Media studies ; bic Book Industry Communication::U Computing & information technology::UB Information technology: general issues ; thema EDItEUR::J Society and Social Sciences::JN Education ; thema EDItEUR::J Society and Social Sciences::JB Society and culture: general::JBC Cultural and media studies::JBCT Media studies ; thema EDItEUR::U Computing and Information Technology::UB Information technology: general topics
    Language: German
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    Education, Competence Development and Career Trajectories (2023)
    Springer Nature | Springer International Publishing
    Details
    Publication Date: 2024-03-29
    Description: This Open Access book presents the results of an interdisciplinary research program to utilize data from the multicohort German National Educational Panel Study (NEPS), which included over 100.000 participants in six nationally representative panel studies. Renowned researchers from the fields of sociology, psychology, educational science, economics, and survey methodology have used the (longitudinal) data for their substantive and/or methodological questions and present important results of their research projects. This edited volume contains contributions from the following four topics: (1) Competence Development: Individual Characteristics, Learning Environments, and other Contextual Factors, (2) Educational Transitions and Pathways: Influencing Factors and Outcomes, (3) Vocational Training and Labour Market, and (4) Individuals with Migration Background. It provides essential insights for researchers, postdocs, PhD students, and university students of different scientific disciplines interested in educational sciences as well as for policy makers who have to deal with educational problems in modern societies.
    Keywords: German National Educational Panel Study (NEPS) ; Education as a lifelong process ; Child development ; leaning environments ; Competence development over the life course ; Gender differences in education ; Gender differences in competence development ; Local Structural Equation Modeling of Longitudinal Data ; Occupational sex segregation in Germany ; Minority students first language and school success ; Vocational Training ; Alternative Routes to higher education ; Higher education in Germany ; Further Training in Germany ; bic Book Industry Communication::J Society & social sciences::JN Education ; bic Book Industry Communication::J Society & social sciences::JN Education::JNC Educational psychology ; thema EDItEUR::J Society and Social Sciences::JN Education ; thema EDItEUR::J Society and Social Sciences::JN Education::JNC Educational psychology
    Language: English
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    Interdisciplinarity in the Scholarly Life Cycle (2023)
    Springer Nature | Palgrave Macmillan
    Details
    Publication Date: 2024-03-29
    Description: This open access book illustrates how interdisciplinary research develops over the lifetime of a scholar: not in a single project, but as an attitude that trickles down, or spirals up, into research. This book presents how interdisciplinary work has inspired shifts in how the contributors read, value concepts, critically combine methods, cope with knowledge hierarchies, write in style, and collaborate. Drawing on extensive examples from the humanities and social sciences, the editors and chapter authors show how they started, tried to open up, dealt with inconsistencies, had to adapt, and ultimately learned and grew as researchers. The book offers valuable insights into the conditions and complexities present for interdisciplinary research to be successful in an academic setting. This is an open access book.
    Keywords: interdisciplinarity ; social sciences ; humanities ; collaboration ; bic Book Industry Communication::J Society & social sciences::JN Education ; bic Book Industry Communication::J Society & social sciences::JN Education::JNZ Study & learning skills: general ; thema EDItEUR::J Society and Social Sciences::JN Education ; thema EDItEUR::J Society and Social Sciences::JN Education::JNZ Study and learning skills: general
    Language: English
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    Cloud-Based Remote Sensing with Google Earth Engine (2023)
    Springer Nature | Springer International Publishing
    Details
    Publication Date: 2024-04-11
    Description: This book guides its audience—which can range from novice users to experts— though a 55-chapter tour of Google Earth Engine. A sequenced and diverse set of lab materials, this is the product of more than a year of effort from more than a hundred individuals, collecting new exercises from professors, undergraduates, master’s students, PhD students, postdocs, and independent consultants. Cloud Based Remote Sensing with Google Earth Engine is broadly organized into two halves. The first half, Fundamentals, is a set of 31 labs designed to take the reader from being a complete Earth Engine novice to being a quite advanced user. The second half, Applications, presents a tour of the world of Earth Engine across 24 chapters, showing how it is used in a very wide variety of settings that rely on remote-sensing data This is an open access book.
    Keywords: Cloud computing ; Remote sensing ; Satellite imagery ; Big data ; Image processing ; Historical change ; thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TQ Environmental science, engineering and technology::TQD Environmental monitoring ; thema EDItEUR::P Mathematics and Science::PN Chemistry::PNF Analytical chemistry ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQV Computer vision ; thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TT Other technologies and applied sciences::TTB Applied optics::TTBM Imaging systems and technology ; thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering::UMB Algorithms and data structures ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence
    Language: English
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    Entity Alignment (2023)
    Springer Nature | Springer Nature Singapore
    Details
    Publication Date: 2024-04-14
    Description: This open access book systematically investigates the topic of entity alignment, which aims to detect equivalent entities that are located in different knowledge graphs. Entity alignment represents an essential step in enhancing the quality of knowledge graphs, and hence is of significance to downstream applications, e.g., question answering and recommender systems. Recent years have witnessed a rapid increase in the number of entity alignment frameworks, while the relationships among them remain unclear. This book aims to fill that gap by elaborating the concept and categorization of entity alignment, reviewing recent advances in entity alignment approaches, and introducing novel scenarios and corresponding solutions. Specifically, the book includes comprehensive evaluations and detailed analyses of state-of-the-art entity alignment approaches and strives to provide a clear picture of the strengths and weaknesses of the currently available solutions, so as to inspire follow-up research. In addition, it identifies novel entity alignment scenarios and explores the issues of large-scale data, long-tail knowledge, scarce supervision signals, lack of labelled data, and multimodal knowledge, offering potential directions for future research. The book offers a valuable reference guide for junior researchers, covering the latest advances in entity alignment, and a valuable asset for senior researchers, sharing novel entity alignment scenarios and their solutions. Accordingly, it will appeal to a broad audience in the fields of knowledge bases, database management, artificial intelligence and big data.
    Keywords: Knowledge Graph ; Entity Alignment ; Knowledge Graph Alignment ; Knowledge Graph Matching ; Entity Matching ; Knowledge Fusion ; Data Integration ; Knowledge Graph Representation Learning ; Multi-Modal Knowledge Graph ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQE Expert systems / knowledge-based systems ; thema EDItEUR::U Computing and Information Technology::UN Databases::UNF Data mining ; thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering::UMB Algorithms and data structures ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence
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    The Blue Compendium (2023)
    Springer Nature | Springer International Publishing
    Details
    Publication Date: 2024-04-05
    Description: Home to over 80 percent of all life on Earth, the ocean is the world’s largest carbon sink and a key source of food and economic security for billions of people. The relevance of the ocean for humanity's future is undisputed. However, the ocean’s great potential to drive economic growth and equitable job creation, sustain healthy ecosystems, and mitigate climate change is not yet fully recognised. Lack of awareness of this potential as well as management and governance challenges pose impediments. Until these impediments are removed, ocean ecosystems will continue to be degraded and opportunities for people lost. A transition and a clear path to a thriving and vibrant relationship between humans and the ocean are urgently needed. This open access collection of papers and reports identifies a path that is inspired by science, energised by engaged people, and emboldened by visionary leaders. These assessments of knowledge are commissioned by the High Level Panel for a Sustainable Ocean Economy (Ocean Panel), which was established in September 2018 as a unique initiative led by heads of state and government from around the world, to showcase the latest leading-edge science, knowledge and state-of-the-art thinking on key ocean issues. Altogether, The Blue Compendium offers innovative ocean solutions in technology, policy, governance, and finance realms, that could help accelerate a transition to a more sustainable and prosperous relationship with the ocean. The comprehensive assessments have already informed policy making at the highest levels of government and motivated an impressive array of responsive and ambitious action across a growing network of leaders in business, finance and civil society.
    Keywords: ocean and climate change ; marine biodiversity ; food from the ocean ; ocean and economy ; ocean resource management ; sustainable ocean ; thema EDItEUR::P Mathematics and Science::PS Biology, life sciences::PSA Life sciences: general issues::PSAF Ecological science, the Biosphere ; thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RN The environment::RNC Applied ecology::RNCB Biodiversity ; thema EDItEUR::J Society and Social Sciences::JN Education
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    Making Presentation Math Computable (2023)
    Springer Nature | Springer Fachmedien Wiesbaden
    Details
    Publication Date: 2024-04-11
    Description: This Open-Access-book addresses the issue of translating mathematical expressions from LaTeX to the syntax of Computer Algebra Systems (CAS). Over the past decades, especially in the domain of Sciences, Technology, Engineering, and Mathematics (STEM), LaTeX has become the de-facto standard to typeset mathematical formulae in publications. Since scientists are generally required to publish their work, LaTeX has become an integral part of today's publishing workflow. On the other hand, modern research increasingly relies on CAS to simplify, manipulate, compute, and visualize mathematics. However, existing LaTeX import functions in CAS are limited to simple arithmetic expressions and are, therefore, insufficient for most use cases. Consequently, the workflow of experimenting and publishing in the Sciences often includes time-consuming and error-prone manual conversions between presentational LaTeX and computational CAS formats. To address the lack of a reliable and comprehensive translation tool between LaTeX and CAS, this thesis makes the following three contributions. First, it provides an approach to semantically enhance LaTeX expressions with sufficient semantic information for translations into CAS syntaxes. Second, it demonstrates the first context-aware LaTeX to CAS translation framework LaCASt. Third, the thesis provides a novel approach to evaluate the performance for LaTeX to CAS translations on large-scaled datasets with an automatic verification of equations in digital mathematical libraries. This is an open access book.
    Keywords: LaTeX ; Computer Algebra Systems ; Presentational Mathematics ; Presentation to Computation Translations ; Computable Mathematics ; Mathematical Information Retrieval ; thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBJ Maths for engineers ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::P Mathematics and Science::PB Mathematics::PBF Algebra ; thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBJ Maths for engineers ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::P Mathematics and Science::PB Mathematics::PBF Algebra
    Language: English
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    Computational Science – ICCS 2022 (2023)
    Springer Nature | Springer International Publishing
    Details
    Publication Date: 2024-04-14
    Description: The four-volume set LNCS 13350, 13351, 13352, and 13353 constitutes the proceedings of the 22ndt International Conference on Computational Science, ICCS 2022, held in London, UK, in June 2022.* The total of 175 full papers and 78 short papers presented in this book set were carefully reviewed and selected from 474 submissions. 169 full and 36 short papers were accepted to the main track; 120 full and 42 short papers were accepted to the workshops/ thematic tracks. *The conference was held in a hybrid format This is an open access book.
    Keywords: artificial intelligence ; communication systems ; computer networks ; computer systems ; computer vision ; correlation analysis ; data mining ; image analysis ; image processing ; machine learning ; network protocols ; neural networks ; numerical methods ; signal processing ; telecommunication systems ; thema EDItEUR::U Computing and Information Technology::UY Computer science ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::U Computing and Information Technology::UT Computer networking and communications ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYA Mathematical theory of computation ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQV Computer vision
    Language: English
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    Finland’s Famous Education System (2023)
    Springer Nature | Springer Nature Singapore
    Details
    Publication Date: 2024-04-07
    Description: This open access book provides academic insights and serves as a platform for research-informed discussion about education in Finland. Bringing together the work of more than 50 authors across 28 chapters, it presents a major collection of critical views of the Finnish education system and topics that cohere around social justice concerns. It questions rhetoric, myths, and commonly held assumptions surrounding Finnish schooling. This book draws on the fields of sociology of education, education policy, urban studies, and policy sociology. It makes use of a range of research methodologies including ethnography, case study and discourse analysis, and references the work of relevant theorists, including Bourdieu and Foucault. This book aims to provide a critical, updated and astute analysis of the strengths and challenges of the Finnish education system.
    Keywords: Finnish Education System ; Finnish Policies and Education ; Finnish Education ; Social Justice and Education ; Political Structures and Education ; Policy Developments and Education ; Social Class and Education ; Gender Inequalities and Education ; Ethnic Diversity and Education ; Urban Studies and Education ; Policy Sociology and Education ; Finnish Schooling ; Bourdieu and Education ; Foucault and Education ; thema EDItEUR::J Society and Social Sciences::JN Education::JNF Educational strategies and policy ; thema EDItEUR::J Society and Social Sciences::JN Education ; thema EDItEUR::J Society and Social Sciences::JN Education::JNM Higher education, tertiary education::JNMT Teacher training ; thema EDItEUR::J Society and Social Sciences::JH Sociology and anthropology::JHB Sociology ; thema EDItEUR::J Society and Social Sciences::JP Politics and government::JPP Public administration
    Language: English
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    Theorizing Teaching (2023)
    Springer Nature | Springer International Publishing
    Details
    Publication Date: 2024-04-04
    Description: This open access book seeks to create a forum for discussing key questions regarding theories on teaching: Which theories of teaching do we have? What are their attributes? What do they contain? How are they generated? How context-sensitive and content-specific do they need to be? Is it possible or even desirable to develop a comprehensive theory of teaching? The book identifies areas of convergence and divergence among the answers to these questions by prominent international scholars in research on teaching. Initiating exchanges among the authors, it then evaluates whether consensus can be reached on the areas of divergence. The book concludes by discussing lessons learned from this endeavor and outlines steps that need to be taken for advancing future work on theorizing teaching. As such, the book is aimed at readers interested in an overview of the theorizing of teaching and key open questions that, if addressed, help to move the field forward.
    Keywords: teaching theory ; theorizing teaching ; teaching and educating teachers ; comparative cross-system theory ; interconnection of teaching and learning ; sustained learning opportunities ; theories for student learning ; educational effectiveness ; sustained learning opportunities for students ; the artistry of teaching ; thema EDItEUR::J Society and Social Sciences::JN Education::JNM Higher education, tertiary education::JNMT Teacher training ; thema EDItEUR::J Society and Social Sciences::JN Education::JNC Educational psychology ; thema EDItEUR::J Society and Social Sciences::JN Education
    Language: English
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    Professionelle Unterrichtswahrnehmung im sozialwissenschaftlichen Fachunterricht (2023)
    Springer Nature | Springer Fachmedien Wiesbaden
    Details
    Publication Date: 2024-03-29
    Description: Dieses Open-Access-Buch bietet theoretische Grundlagen und praktische Beispiele zur Förderung der professionellen Unterrichtswahrnehmung von (angehenden) Lehrkräften im sozialwissenschaftlichen Fachunterricht. Im Fokus steht das Potential von Animationsfilmen realer Unterrichtsszenen, die mit diesem Band erstmals als innovatives Lehr-/Lernmedium für die Lehrer*innenbildung vorgestellt werden. Die Autor*innen konzeptionalisieren einen fachdidaktischen Zugang zum allgemeindidaktischen Modell der professional vision und präsentieren systematisch erprobte und modular einsetzbare Lehr-/Lernmaterialien zur Arbeit mit Animationsfilmen in der Lehrer*innenbildung. Alle vorgestellten Lehr-/Lernmaterialien sowie die Animationsfilme von Unterricht sind für Interessierte frei zugänglich und im Band entsprechend verlinkt.
    Keywords: Fachdidaktik der Sozialwissenschaften ; Fachdidaktik ; Sozialwissenschaften ; Politische Bildung ; professionelle Unterrichtswahrnehmung ; Politikunterricht ; Lehrkräfte ; Lehrkräfteausbildung ; Lehrkräfteweiterbildung ; Politiklehrkräfte ; Animationsvideos ; Digitale Lehr-Lernumgebung ; thema EDItEUR::J Society and Social Sciences::JP Politics and government::JPA Political science and theory ; thema EDItEUR::J Society and Social Sciences::JN Education::JNF Educational strategies and policy ; thema EDItEUR::J Society and Social Sciences ; thema EDItEUR::J Society and Social Sciences::JN Education
    Language: German
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    Postdigital Participation in Education (2023)
    Springer Nature | Palgrave Macmillan
    Details
    Publication Date: 2024-03-29
    Description: This open access book examines the interrelations and correlations of the postdigital condition and its relationship to education, with a particular focus on participation. Contributions reflect on how educational institutions are affected by the recent transformations of media technologies and practices, and how at the same time institutions such as schools and universities are supposed to enable people to participate in media practices in an informed and reflective way. How, and under what conditions, can teachers and students participate in contemporary media constellations? The book will be of interest to academics and researchers involved in teacher education, digital pedagogy, educational technology, instructional design, education philosophy and media education.
    Keywords: educational media ; Bildung ; edtech ; research methodologies ; COVID-19 ; bic Book Industry Communication::J Society & social sciences::JN Education ; bic Book Industry Communication::J Society & social sciences::JN Education::JNM Higher & further education, tertiary education::JNMT Teacher training ; bic Book Industry Communication::J Society & social sciences::JN Education::JNA Philosophy & theory of education ; bic Book Industry Communication::U Computing & information technology::UG Graphical & digital media applications ; thema EDItEUR::J Society and Social Sciences::JN Education ; thema EDItEUR::J Society and Social Sciences::JN Education::JNM Higher education, tertiary education::JNMT Teacher training ; thema EDItEUR::J Society and Social Sciences::JN Education::JNA Philosophy and theory of education ; thema EDItEUR::U Computing and Information Technology::UG Graphical and digital media applications
    Language: English
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    Die Zukunft des MINT-Lernens – Band 2 (2023)
    Springer Nature | Springer Berlin Heidelberg
    Details
    Publication Date: 2024-04-11
    Description: Dieser Open-Access-Sammelband stellt zukunftsweisende digitale Tools, Methoden und Konzepte für guten MINT-Unterricht vor: Er erläutert und diskutiert insbesondere Konzepte und Forschungsergebnisse zur lernförderlichen Gestaltung von digitalen Erweiterungen analoger Lehr- und Lernmethoden sowie von digitalen Lernumgebungen für zukünftige Anforderungen. Dabei geht er unter anderem auf das (digitale) Experimentieren, Videoanalyse, Augmented Reality und Gestaltungskriterien für Virtual-Reality-Lernumgebungen ein. Auf Grundlage aktueller Forschungsergebnisse beantwortet das Buch aktuelle Fragestellungen, etwa: Inwiefern kann die Digitalisierung bei einem MINT-Lernen für die Zukunft unterstützen? Welche digitalen Technologien, digitalen Werkzeuge und digitalen Lernumgebungen können bei der Entwicklung von 21st Century Skills bei Lernenden beitragen? Wie müssen sie ausgestaltet sein, um beim Lernen und Problemlösen unterstützend zu wirken und die Lernenden zum kritischen Denken (Critical Thinking) anzuregen? Der vorliegende zweite Band ist Teil eines zweibändigen Sammelwerks; die beiden Bände sind weitgehend unabhängig voneinander lesbar und unterscheiden sich in ihrem inhaltlichen Fokus: Während Band 1 grundsätzliche Perspektiven beleuchtet, fokussiert Band 2 eher auf konkrete digitale Tools und Methoden für die Unterrichtspraxis. Die Beiträge wurden im Rahmen des Projekts „Die Zukunft des MINT-Lernens – Denkfabrik für Unterricht mit digitalen Technologien“, gefördert durch die Deutsche Telekom Stiftung, entwickelt. Sie decken verschiedene (assoziierte) Projekte des Entwicklungskonsortiums der beteiligten Hochschulstandorte ab und bieten zukunftsweisendes Wissen zum Thema.
    Keywords: digitaler MINT-Unterricht im 21. Jahrhundert ; MINT-Lehrkräftebildung ; Lehramtsstudium MINT ; MINT-Lernen digital ; Computational Thinking ; Digitale Tools für den MINT-Unterricht ; Digitale Methoden im MINT-Unterricht ; thema EDItEUR::P Mathematics and Science::PB Mathematics ; thema EDItEUR::J Society and Social Sciences::JN Education::JNU Teaching of a specific subject ; thema EDItEUR::J Society and Social Sciences::JN Education
    Language: German
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    Studium als Balanceakt (2023)
    Springer Nature | Springer VS
    Details
    Publication Date: 2024-03-29
    Description: Diese Open-Access-Publikation untersucht studienbezogene Erfahrungen von First-in-Family Studierenden in Österreich und zeigt auf, wie diese ihren studentischen Alltag bewältigen. Formen der Bewältigung und Kriterien des Studienerfolgs sind im Vergleich zu den Herausforderungen und Barrieren, mit denen First-in-Family Studierende konfrontiert sein können, bisher kaum untersucht worden. Mit diesem Buch werden erstmals umfassend jene Lebensbereiche beleuchtet, in die Studierende außerhalb der Universität eingebettet sind und die eine maßgebliche Rolle in Bezug auf deren Studienerfolg spielen. Den theoretischen Rahmen bilden drei Ansätze: (1) die Relationale Theorie Pierre Bourdieus, (2) weiterführende strukturtheoretische Überlegungen sowie (3) das Konzept der Alltäglichen Lebensführung. Das Buch zeigt, wie First-in-Family Studierende ihr Studium wahrnehmen, mit welchen Spannungsdynamiken sie konfrontiert sind und wie sie diese bewältigen. Die Rekonstruktion studienbezogener Erfahrungen von First-in-Family Studierenden und deren Agency sowie Kapitalien stehen im Fokus der Analyse. Des Weiteren wird die Bedeutung einzelner Lebensbereiche in Bezug auf das Studium aufgezeigt und es werden strukturelle Besonderheiten universitärer Institutionen bzw. Studienrichtungen beleuchtet.
    Keywords: First-in-Family Studierende ; Bildungsungleichheit ; Studentische Erwerbstätigkeit ; Mixed-Methods ; Hochschulzugang ; Lebensführung ; bic Book Industry Communication::J Society & social sciences::JN Education::JNM Higher & further education, tertiary education ; bic Book Industry Communication::J Society & social sciences::JN Education ; thema EDItEUR::J Society and Social Sciences::JN Education::JNM Higher education, tertiary education ; thema EDItEUR::J Society and Social Sciences::JN Education
    Language: German
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    Representation Learning for Natural Language Processing (2023)
    Springer Nature | Springer Nature Singapore
    Details
    Publication Date: 2024-04-14
    Description: This book provides an overview of the recent advances in representation learning theory, algorithms, and applications for natural language processing (NLP), ranging from word embeddings to pre-trained language models. It is divided into four parts. Part I presents the representation learning techniques for multiple language entries, including words, sentences and documents, as well as pre-training techniques. Part II then introduces the related representation techniques to NLP, including graphs, cross-modal entries, and robustness. Part III then introduces the representation techniques for the knowledge that are closely related to NLP, including entity-based world knowledge, sememe-based linguistic knowledge, legal domain knowledge and biomedical domain knowledge. Lastly, Part IV discusses the remaining challenges and future research directions. The theories and algorithms of representation learning presented can also benefit other related domains such as machine learning, social network analysis, semantic Web, information retrieval, data mining and computational biology. This book is intended for advanced undergraduate and graduate students, post-doctoral fellows, researchers, lecturers, and industrial engineers, as well as anyone interested in representation learning and natural language processing. As compared to the first edition, the second edition (1) provides a more detailed introduction to representation learning in Chapter 1; (2) adds four new chapters to introduce pre-trained language models, robust representation learning, legal knowledge representation learning and biomedical knowledge representation learning; (3) updates recent advances in representation learning in all chapters; and (4) corrects some errors in the first edition. The new contents will be approximately 50%+ compared to the first edition. This is an open access book.
    Keywords: Deep Learning ; Representation Learning ; Knowledge Representation ; Word Representation ; Document Representation ; Big Data ; Machine Learning ; Natural Language Processing ; Artificial Intelligence ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQL Natural language and machine translation ; thema EDItEUR::C Language and Linguistics::CF Linguistics::CFX Computational and corpus linguistics ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::U Computing and Information Technology::UN Databases::UNF Data mining
    Language: English
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    Sine Cosine Algorithm for Optimization (2023)
    Springer Nature | Springer Nature Singapore
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    Publication Date: 2024-04-14
    Description: This open access book serves as a compact source of information on sine cosine algorithm (SCA) and a foundation for developing and advancing SCA and its applications. SCA is an easy, user-friendly, and strong candidate in the field of metaheuristics algorithms. Despite being a relatively new metaheuristic algorithm, it has achieved widespread acceptance among researchers due to its easy implementation and robust optimization capabilities. Its effectiveness and advantages have been demonstrated in various applications ranging from machine learning, engineering design, and wireless sensor network to environmental modeling. The book provides a comprehensive account of the SCA, including details of the underlying ideas, the modified versions, various applications, and a working MATLAB code for the basic SCA.
    Keywords: Sine Cosine Algorithms ; Meta-heuristics ; Numerical Optimization ; Soft Computing ; Numerical Experiments ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::P Mathematics and Science::PB Mathematics::PBU Optimization ; thema EDItEUR::P Mathematics and Science::PB Mathematics::PBK Calculus and mathematical analysis::PBKS Numerical analysis
    Language: English
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    Schools as Community Hubs (2023)
    Springer Nature | Springer Nature Singapore
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    Publication Date: 2024-04-07
    Description: This open access book brings together research on the planning, design, governance and management of schools as community hubs—places that support the development of better-connected, more highly integrated, and more resilient communities with education at the centre. It explores opportunities and difficulties associated with bringing schools and communities closer together, with a focus on the facilities needed to accommodate shared experiences that generate social capital and deliver reciprocal benefits. This book discusses the expanded roles of schools, and investigates how schools may offer more to their communities—historically, currently and into the future—with respect to the role of the built environment in situating community activities and services. Organised around four sections, it showcases important areas of development in the field via an interdisciplinary approach, which weaves together empirical research with theoretical insights and practical examples. This book not only highlights the challenges associated with the development of schools as community hubs but offers evidence-based insights into how to overcome such hurdles to develop community-facing schools into the future.
    Keywords: Schools as Community Hubs ; School Facilities ; School Design ; Learning Environments ; Community Infrastructure ; Social Infrastructure ; Multiple Service Delivery ; Community Development ; Public Education ; Neighbourhood Change ; Place-based Initiatives ; School Partnerships ; Family Wellbeing ; Community Planning ; Community Schools ; Educational Facility Planning ; Urban Planning ; School Architecture ; thema EDItEUR::J Society and Social Sciences::JN Education ; thema EDItEUR::J Society and Social Sciences::JN Education::JNF Educational strategies and policy ; thema EDItEUR::J Society and Social Sciences::JN Education::JNK Educational administration and organization
    Language: English
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    AI in Learning: Designing the Future (2023)
    Springer Nature | Springer International Publishing
    Details
    Publication Date: 2024-03-29
    Description: AI (Artificial Intelligence) is predicted to radically change teaching and learning in both schools and industry causing radical disruption of work. AI can support well-being initiatives and lifelong learning but educational institutions and companies need to take the changing technology into account. Moving towards AI supported by digital tools requires a dramatic shift in the concept of learning, expertise and the businesses built off of it. Based on the latest research on AI and how it is changing learning and education, this book will focus on the enormous opportunities to expand educational settings with AI for learning in and beyond the traditional classroom. This open access book also introduces ethical challenges related to learning and education, while connecting human learning and machine learning. This book will be of use to a variety of readers, including researchers, AI users, companies and policy makers.
    Keywords: artificial intelligence ; life-long learning ; tutoring ; virtual learning ; learning analytics ; well-being ; simulations ; games ; intelligent digital tools ; deep learning ; robotics ; human-machine interaction ; bic Book Industry Communication::J Society & social sciences::JM Psychology ; bic Book Industry Communication::U Computing & information technology::UB Information technology: general issues ; bic Book Industry Communication::J Society & social sciences::JN Education ; bic Book Industry Communication::H Humanities::HP Philosophy::HPM Philosophy of mind ; bic Book Industry Communication::U Computing & information technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::J Society and Social Sciences::JM Psychology ; thema EDItEUR::U Computing and Information Technology::UB Information technology: general topics ; thema EDItEUR::J Society and Social Sciences::JN Education ; thema EDItEUR::Q Philosophy and Religion::QD Philosophy::QDT Topics in philosophy::QDTM Philosophy of mind ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence
    Language: English
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    Education, Equity and Inclusion (2023)
    Springer Nature | Springer International Publishing
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    Publication Date: 2024-04-11
    Description: This open access book provides a current view on education, equity and inclusion within the lens of education for a sustainable North. The first book published by the University of the Arctic Thematic Network for Teacher Education for Social Justice and Diversity (Including the North: A comparative study of the policies on inclusion and equity in the circumpolar North, 2019) highlighted policies of inclusion and equity in education in national and regional contexts. This new book explores in more depth the provision of education across the north, focusing on challenges and innovations in meeting the needs of diverse learners in remote and rapidly changing contexts. While many texts address issues of equity, inclusion and diversity, they are almost all focused on the global South, and miss the lessons that can be learned from Northern regions. This book offers an extended essay on teaching and learning through various perspectives and experiences with the aim of creating a more sustainable North. It is structured around two main themes: 1) Supporting Teachers for Diversity and Inclusion in the Classroom including consideration of language and identity issues, 2) Engendering community solutions to structural and geographical challenges in education in the circumpolar north.
    Keywords: Polar geography ; Northern identity ; Heritage and indigenous lanugages ; Inclusive pedagogy ; Circumpolar and diversity ; Teachers and teacher education ; thema EDItEUR::J Society and Social Sciences::JN Education ; thema EDItEUR::J Society and Social Sciences::JN Education::JNM Higher education, tertiary education::JNMT Teacher training ; thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RG Geography::RGC Human geography ; thema EDItEUR::J Society and Social Sciences
    Language: English
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    Unterstützung datenbasierter Schulentwicklung (2023)
    Springer Nature | Springer Fachmedien Wiesbaden
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    Publication Date: 2024-03-29
    Description: In diesem Open-Access-Buch werden mittels Experteninterviews aus verschiedenen Akteursperspektiven Koordinationsprozesse zwischen Schulleitung, Schulaufsicht, Schulinspektion und Schulentwicklungsberatung untersucht. Es ist ein seit Jahren robuster Befund, dass sich der Transfer von Ergebnissen der Schulinspektion in die Schulentwicklungspraxis nicht im erwarteten Maße erfüllt. In der Hoffnung auf nachhaltigere Effekte an Schulen gerät bei der Diskussion um Schulinspektion in Deutschland die Zusammenarbeit beteiligter Akteure zunehmend in den Fokus der Aufmerksamkeit. Christina Luig arbeitet anhand von Experteninterviews aus verschiedenen Akteursperspektiven Modi der Handlungskoordination heraus und identifiziert vorherrschende Handlungslogiken, die auf Steuerungsproblematiken und Rollenkonflikte im Akteurskonglomerat hinweisen. So lassen sich die Transferbedingungen von Inspektionsdaten in die Schulentwicklungspraxis besser verstehen und Überlegungen skizzieren, in welche Richtung sich Schulinspektion weiterdenken lassen sollte.
    Keywords: Schulinspektion ; Schulentwicklung ; Schulaufsicht ; Educational Governance ; Schulleitung ; Steuerung ; bic Book Industry Communication::J Society & social sciences::JN Education ; bic Book Industry Communication::J Society & social sciences ; thema EDItEUR::J Society and Social Sciences::JN Education ; thema EDItEUR::J Society and Social Sciences
    Language: German
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    xxAI - Beyond Explainable AI (2022)
    Springer Nature | Springer International Publishing
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    Publication Date: 2024-04-14
    Description: This is an open access book. Statistical machine learning (ML) has triggered a renaissance of artificial intelligence (AI). While the most successful ML models, including Deep Neural Networks (DNN), have developed better predictivity, they have become increasingly complex, at the expense of human interpretability (correlation vs. causality). The field of explainable AI (xAI) has emerged with the goal of creating tools and models that are both predictive and interpretable and understandable for humans. Explainable AI is receiving huge interest in the machine learning and AI research communities, across academia, industry, and government, and there is now an excellent opportunity to push towards successful explainable AI applications. This volume will help the research community to accelerate this process, to promote a more systematic use of explainable AI to improve models in diverse applications, and ultimately to better understand how current explainable AI methods need to be improved and what kind of theory of explainable AI is needed. After overviews of current methods and challenges, the editors include chapters that describe new developments in explainable AI. The contributions are from leading researchers in the field, drawn from both academia and industry, and many of the chapters take a clear interdisciplinary approach to problem-solving. The concepts discussed include explainability, causability, and AI interfaces with humans, and the applications include image processing, natural language, law, fairness, and climate science.
    Keywords: Computer Science ; Informatics ; Conference Proceedings ; Research ; Applications ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning
    Language: English
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    Big Data and Artificial Intelligence in Digital Finance (2022)
    Springer Nature | Springer International Publishing
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    Publication Date: 2024-04-11
    Description: This open access book presents how cutting-edge digital technologies like Big Data, Machine Learning, Artificial Intelligence (AI), and Blockchain are set to disrupt the financial sector. The book illustrates how recent advances in these technologies facilitate banks, FinTech, and financial institutions to collect, process, analyze, and fully leverage the very large amounts of data that are nowadays produced and exchanged in the sector. To this end, the book also describes some more the most popular Big Data, AI and Blockchain applications in the sector, including novel applications in the areas of Know Your Customer (KYC), Personalized Wealth Management and Asset Management, Portfolio Risk Assessment, as well as variety of novel Usage-based Insurance applications based on Internet-of-Things data. Most of the presented applications have been developed, deployed and validated in real-life digital finance settings in the context of the European Commission funded INFINITECH project, which is a flagship innovation initiative for Big Data and AI in digital finance. This book is ideal for researchers and practitioners in Big Data, AI, banking and digital finance.
    Keywords: Artificial Intelligence and Big Data ; Digital Finance ; FinTech ; Blockchain ; RegTech ; thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TJ Electronics and communications engineering::TJK Communications engineering / telecommunications ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::U Computing and Information Technology::UN Databases ; thema EDItEUR::K Economics, Finance, Business and Management::KJ Business and Management::KJQ Business mathematics and systems
    Language: English
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