2 10 59 http://www.oer.unair.ac.id/files/original/cf0656e6cb2950cd682caf27e404b577.jpg 19822765df4e38ea1381912902f65242 http://www.oer.unair.ac.id/files/original/5383a97b7e0f519585f57f3a8fcfab76.pdf 40dbc658540c17c256a95b4db6a4de38 Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource 000 Computer Science, Knowledge & Systems Subject The topic of the resource Computer Science, Information & General Works Description An account of the resource Computer Science, Information & General Works Text A resource consisting primarily of words for reading. Examples include books, letters, dissertations, poems, newspapers, articles, archives of mailing lists. Note that facsimiles or images of texts are still of the genre Text. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Robots and AI: A New Economic Era Subject The topic of the resource Artificial Intelligence; Economic Growth; Firm Level Study; Industrial Robots; Industry; International Trade; Labour; Political Economy; Welfare Description An account of the resource Robots and artificial intelligence (AI) are powerful forces that will likely have large impacts on the size, direction, and composition of international trade flows. This book discusses how industrial robots, automation, and AI affect international growth, trade, productivity, employment, wages, and welfare. The book explains new approaches on how robots and artificial intelligence affect the world economy by presenting detailed theoretical framework and country-specific as well as firm-product level-specific exercises. This book will be a useful reference for those researching on robots, automation, AI and their economic impacts on trade, industry, and employment. Creator An entity primarily responsible for making the resource Ing, Lili Yan (editor) Grossman, Gene M. (editor) Source A related resource from which the described resource is derived https://library.oapen.org/handle/20.500.12657/55791 Publisher An entity responsible for making the resource available Taylor & Francis Date A point or period of time associated with an event in the lifecycle of the resource 2023 Contributor An entity responsible for making contributions to the resource upload by novit Rights Information about rights held in and over the resource http://creativecommons.org/licenses/by-nc-nd/4.0 Format The file format, physical medium, or dimensions of the resource Pdf Language A language of the resource English Type The nature or genre of the resource Textbooks Identifier An unambiguous reference to the resource within a given context 10.4324/9781003275534 Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Development economics & emerging economies Labour economics Production & quality control management International economics Artificial Intelligence (incl. Robotics) economic growth OER Perpustakaan Universitas Airlangga Perpustakaan Unair robotics unair.ac.id http://www.oer.unair.ac.id/files/original/967bb4bfa4bf1ab214299c96746339c3.jpg 9819d5b9b33bab4783697da31cdc8dbc http://www.oer.unair.ac.id/files/original/c82a51290d9b19941ae2c4123e299781.pdf 86db1faf6b53536ce7eb240b5ca93e31 Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource 000 Computer Science, Knowledge & Systems Subject The topic of the resource Computer Science, Information & General Works Description An account of the resource Computer Science, Information & General Works Text A resource consisting primarily of words for reading. Examples include books, letters, dissertations, poems, newspapers, articles, archives of mailing lists. Note that facsimiles or images of texts are still of the genre Text. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource How Computers Entered the Classroom, 1960–2000 : Historical Perspectives Subject The topic of the resource Computers Description An account of the resource In the history of education, the question of how computers were introduced into European classrooms has so far been largely neglected. This edited volume strives to address this gap. The contributions shed light on the computerization of education from a historical perspective, by attending closely to the different actors involved – such as politicians, computer manufacturers, teachers, and students –, political rationales and ideologies, as well as financial, political, or organizational structures and relations. The case studies highlight differences in political and economic power, as well as in ideological reasoning and the priorities set by different stakeholders in the process of introducing computers into education. However, the contributions also demonstrate that simple cold war narratives fail to capture the complex dynamics and entanglements in the history of computers as an educational technology and a subject taught in schools. The edited volume thus provides a comprehensive historical understanding of the role of education in an emerging digital society. Creator An entity primarily responsible for making the resource Edited by: Carmen Flury and Michael Geiss Source A related resource from which the described resource is derived https://www.degruyter.com/document/doi/10.1515/9783110780147/html Publisher An entity responsible for making the resource available De Gruyter Oldenbourg Date A point or period of time associated with an event in the lifecycle of the resource 2023 Contributor An entity responsible for making contributions to the resource Prasetyo Adi Nugroho Rights Information about rights held in and over the resource https://creativecommons.org/licenses/by-nc-nd/4.0/ Format The file format, physical medium, or dimensions of the resource PDF Language A language of the resource English Type The nature or genre of the resource Textbooks Identifier An unambiguous reference to the resource within a given context https://doi.org/10.1515/9783110780147 ISBN: 9783110779592 Computer OER Perpustakaan Universitas Airlangga http://www.oer.unair.ac.id/files/original/2c93801d2ceb392b04d2aedec36f8787.jpg 0aa655b23fa56b495fe228ed04382049 http://www.oer.unair.ac.id/files/original/199bbecf679590ca90b78b0746d98f48.pdf 5a0809294cb9030aa57ebe7ba0404911 Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource 000 Computer Science, Knowledge & Systems Subject The topic of the resource Computer Science, Information & General Works Description An account of the resource Computer Science, Information & General Works Text A resource consisting primarily of words for reading. Examples include books, letters, dissertations, poems, newspapers, articles, archives of mailing lists. Note that facsimiles or images of texts are still of the genre Text. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Practicing Sovereignty : Digital Involvement in Times of Crises Subject The topic of the resource Digital Literacy Description An account of the resource Digital sovereignty has become a hotly debated concept. The current convergence of multiple crises adds fuel to this debate, as it contextualizes the concept in a foundational discussion of democratic principles, civil rights, and national identities: is (technological) self-determination an option for every individual to cope with the digital sphere effectively? Can disruptive events provide chances to rethink our ideas of society - including the design of the objects and processes which constitute our techno-social realities? The positions assembled in this volume analyze opportunities for participation and policy-making, and describe alternative technological practices before and after the pandemic. Creator An entity primarily responsible for making the resource Edited by: Bianca Herlo , Daniel Irrgang , Gesche Joost and Andreas Unteidig Source A related resource from which the described resource is derived https://www.degruyter.com/document/doi/10.1515/9783839457603/html Publisher An entity responsible for making the resource available transcript Verlag Date A point or period of time associated with an event in the lifecycle of the resource 2022 Contributor An entity responsible for making contributions to the resource Prasetyo Adi Nugroho Rights Information about rights held in and over the resource https://creativecommons.org/licenses/by-nc-nd/4.0/ Format The file format, physical medium, or dimensions of the resource PDF Language A language of the resource English Type The nature or genre of the resource Textbooks Identifier An unambiguous reference to the resource within a given context https://doi.org/10.1515/9783839457603 ISBN: 9783839457603 Digital Data OER Perpustakaan Universitas Airlangga http://www.oer.unair.ac.id/files/original/965a55d3f6f5a8591f9729b813058d6f.jpg d7704a30455bfd938cec23e6620dabe8 http://www.oer.unair.ac.id/files/original/e1652cc6031f4db70139ee50c7f250c1.pdf f1b68790daec15baccfcb64192fcb3b8 Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource 000 Computer Science, Knowledge & Systems Subject The topic of the resource Computer Science, Information & General Works Description An account of the resource Computer Science, Information & General Works Text A resource consisting primarily of words for reading. Examples include books, letters, dissertations, poems, newspapers, articles, archives of mailing lists. Note that facsimiles or images of texts are still of the genre Text. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource AI - Limits and Prospects of Artificial Intelligence Subject The topic of the resource Computer Sciences Description An account of the resource The emergence of artificial intelligence has triggered enthusiasm and promise of boundless opportunities as much as uncertainty about its limits. The contributions to this volume explore the limits of AI, describe the necessary conditions for its functionality, reveal its attendant technical and social problems, and present some existing and potential solutions. At the same time, the contributors highlight the societal and attending economic hopes and fears, utopias and dystopias that are associated with the current and future development of artificial intelligence. Creator An entity primarily responsible for making the resource Edited by: Peter Klimczak and Christer Petersen Source A related resource from which the described resource is derived https://www.degruyter.com/document/doi/10.1515/9783839457320/html Publisher An entity responsible for making the resource available transcript Verlag Date A point or period of time associated with an event in the lifecycle of the resource 2023 Contributor An entity responsible for making contributions to the resource Prasetyo Adi Nugroho Rights Information about rights held in and over the resource https://creativecommons.org/licenses/by-nc-nd/4.0/ Format The file format, physical medium, or dimensions of the resource PDF Language A language of the resource English Type The nature or genre of the resource Textbooks Identifier An unambiguous reference to the resource within a given context https://doi.org/10.1515/9783839457320 ISBN: 9783839457320 computational social science OER Perpustakaan Universitas Airlangga http://www.oer.unair.ac.id/files/original/7aa3fba9503cc3fca71cbb29c4033e5b.jpg 68bbabf206b72b74f877b4ae51d3d305 http://www.oer.unair.ac.id/files/original/228bbe88cfba6175414ce3e6c9121c14.pdf 1ab96cdde247fc850ec117e5db689a6c Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource 000 Computer Science, Knowledge & Systems Subject The topic of the resource Computer Science, Information & General Works Description An account of the resource Computer Science, Information & General Works Text A resource consisting primarily of words for reading. Examples include books, letters, dissertations, poems, newspapers, articles, archives of mailing lists. Note that facsimiles or images of texts are still of the genre Text. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource CLARIN The Infrastructure for Language Resources Subject The topic of the resource Linguistic Technology Description An account of the resource CLARIN, the "Common Language Resources and Technology Infrastructure", has established itself as a major player in the field of research infrastructures for the humanities. This volume provides a comprehensive overview of the organization, its members, its goals and its functioning, as well as of the tools and resources hosted by the infrastructure. The many contributors representing various fields, from computer science to law to psychology, analyse a wide range of topics, such as the technology behind the CLARIN infrastructure, the use of CLARIN resources in diverse research projects, the achievements of selected national CLARIN consortia, and the challenges that CLARIN has faced and will face in the future. Creator An entity primarily responsible for making the resource Edited by: Darja Fišer and Andreas Witt Source A related resource from which the described resource is derived https://www.degruyter.com/document/doi/10.1515/9783110767377/html Publisher An entity responsible for making the resource available De Gruyter Date A point or period of time associated with an event in the lifecycle of the resource 2022 Contributor An entity responsible for making contributions to the resource Prasetyo Adi Nugroho Rights Information about rights held in and over the resource https://creativecommons.org/licenses/by-nc-nd/4.0/ Format The file format, physical medium, or dimensions of the resource PDF Language A language of the resource English Type The nature or genre of the resource Textbooks Identifier An unambiguous reference to the resource within a given context https://doi.org/10.1515/9783110767377 ISBN: 9783110767346 linguistics http://www.oer.unair.ac.id/files/original/60dc2e583ce57b954be6fa8765c858b1.jpg b0f7c12904ad2d2ddb5274b815dad518 http://www.oer.unair.ac.id/files/original/5cefd38d6ec1e2e47df8af7e4ce646ae.pdf 7fc5789580e418d3f946b4e90774bc5a Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource 000 Computer Science, Knowledge & Systems Subject The topic of the resource Computer Science, Information & General Works Description An account of the resource Computer Science, Information & General Works Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Edge Computing for Internet of Things Subject The topic of the resource INTERNET TECHNOLOGY Description An account of the resource The Internet-of-Things is becoming an established technology, with devices being deployed in homes, workplaces, and public areas at an increasingly rapid rate. IoT devices are the core technology of smart-homes, smart-cities, intelligent transport systems, and promise to optimise travel, reduce energy usage and improve quality of life. With the IoT prevalence, the problem of how to manage the vast volumes of data, wide variety and type of data generated, and erratic generation patterns is becoming increasingly clear and challenging. This Special Issue focuses on solving this problem through the use of edge computing. Edge computing offers a solution to managing IoT data through the processing of IoT data close to the location where the data is being generated. Edge computing allows computation to be performed locally, thus reducing the volume of data that needs to be transmitted to remote data centres and Cloud storage. It also allows decisions to be made locally without having to wait for Cloud servers to respond. Creator An entity primarily responsible for making the resource Lee, Kevin (editor) Man, Ka Lok (editor) Source A related resource from which the described resource is derived https://directory.doabooks.org/handle/20.500.12854/84496 Publisher An entity responsible for making the resource available MDPI - Multidisciplinary Digital Publishing Institute Date A point or period of time associated with an event in the lifecycle of the resource 2022 Contributor An entity responsible for making contributions to the resource SULISTIORINI Rights Information about rights held in and over the resource https://creativecommons.org/licenses/by/4.0/ Relation A related resource Kevin Lee and Ka Lok Man Edge Computing for Internet of Things Reprinted from: Electronics 2022, 11, 1239, doi:10.3390/electronics11081239 Jorge Coelho and Lu´ıs Nogueira Enabling Processing Power Scalability with Internet of Things (IoT) Clusters Reprinted from: Electronics 2021, 11, 81, doi:10.3390/electronics11010081 Hong-Jun Jang, Yeongwook Yang, Ji Su Park and Byoungwook Kim FP-Growth Algorithm for Discovering Region-Based Association Rule in the IoT Environment Reprinted from: Electronics 2021, 10, 3091, doi:10.3390/electronics10243091 Kolade Olorunnife, Kevin Lee and Jonathan Kua Automatic fault-tolerance for IoT devices in unreliable networks Reprinted from: Electronics 2021, 10, 3047, doi:10.3390/electronics10233047 . . . . . . . . . . . . . 33 Svetlana Kim, Jieun Kang and YongIk Yoon Linked-Object Dynamic Offloading (LODO) for the Cooperation of Data and Tasks on Edge Computing Environment Reprinted from: Electronics 2021, 10, 2156, doi:10.3390/electronics10172156 Mumraiz Khan Kasi, Sarah Abu Ghazalah, Raja Naeem Akram and Damien Sauveron Secure Mobile Edge Server Placement Using Multi-Agent Reinforcement Learning Reprinted from: Electronics 2021, 10, 2098, doi:10.3390/electronics10172098 Format The file format, physical medium, or dimensions of the resource Pdf Language A language of the resource English Type The nature or genre of the resource Textbooks Identifier An unambiguous reference to the resource within a given context DOI 10.3390/books978-3-0365-4275-1 ISBN 9783036542768, 9783036542751 http://www.oer.unair.ac.id/files/original/01d2f39a2904f9f129031c842c6b7b2f.jpg fb76c8e10ae4e5582a6733c05709f9b5 http://www.oer.unair.ac.id/files/original/7687d2a3541434ab800fb00d0935686c.pdf 06dc7802d8adc8ab4c26bb0e9426931d Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource 000 Computer Science, Knowledge & Systems Subject The topic of the resource Computer Science, Information & General Works Description An account of the resource Computer Science, Information & General Works Text A resource consisting primarily of words for reading. Examples include books, letters, dissertations, poems, newspapers, articles, archives of mailing lists. Note that facsimiles or images of texts are still of the genre Text. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Handbook of Digital Face Manipulation and Detection : From DeepFakes to Morphing Attacks Subject The topic of the resource Pattern recognition Computer vision Computer security Imaging systems & technology Description An account of the resource This open access book provides the first comprehensive collection of studies dealing with the hot topic of digital face manipulation such as DeepFakes, Face Morphing, or Reenactment. It combines the research fields of biometrics and media forensics including contributions from academia and industry. Appealing to a broad readership, introductory chapters provide a comprehensive overview of the topic, which address readers wishing to gain a brief overview of the state-of-the-art. Subsequent chapters, which delve deeper into various research challenges, are oriented towards advanced readers. Moreover, the book provides a good starting point for young researchers as well as a reference guide pointing at further literature. Hence, the primary readership is academic institutions and industry currently involved in digital face manipulation and detection. The book could easily be used as a recommended text for courses in image processing, machine learning, media forensics, biometrics, and the general security area. Creator An entity primarily responsible for making the resource Rathgeb, Christian (editor) Tolosana, Ruben (editor) Vera-Rodriguez, Ruben (editor) Busch, Christoph (editor) Source A related resource from which the described resource is derived https://library.oapen.org/handle/20.500.12657/52835 Publisher An entity responsible for making the resource available Springer Nature Date A point or period of time associated with an event in the lifecycle of the resource 2022 Contributor An entity responsible for making contributions to the resource Indah Fatma Silvi Rights Information about rights held in and over the resource http://creativecommons.org/licenses/by/4.0/ Format The file format, physical medium, or dimensions of the resource Pdf Language A language of the resource English Type The nature or genre of the resource Textbooks Identifier An unambiguous reference to the resource within a given context 9783030876647, 9783030876647 Computer security Computer vision Imaging systems & technology http://www.oer.unair.ac.id/files/original/acf7a0fcfb99cff5524bd559db3c43ad.jpg 17f25ee8ed57d70ac99138b1aed96b97 http://www.oer.unair.ac.id/files/original/774070a4887bf995da4d58bb7d42b681.pdf 057ec3fb3aae379830f15eac76d97216 Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource 000 Computer Science, Knowledge & Systems Subject The topic of the resource Computer Science, Information & General Works Description An account of the resource Computer Science, Information & General Works Text A resource consisting primarily of words for reading. Examples include books, letters, dissertations, poems, newspapers, articles, archives of mailing lists. Note that facsimiles or images of texts are still of the genre Text. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Applied Design Research: A Mosaic of 22 Examples, Experiences and Interpretations Focussing on Bridging the Gap between Practice and Academics Subject The topic of the resource Economics Finance Business & Industry Education Engineering & Technology Social Sciences Description An account of the resource Design and research are two fields of knowledge that each has its traditions, methods, standards and practices. These two worlds appear to be quite separate, with researchers investigating what exists, and designers visualising what could be. This book builds a bridge between both worlds by showing how design and research can be integrated to develop a new field of knowledge. Applied Design Research: A Mosaic of 22 Examples, Experiences and Interpretations Focussing on Bridging the Gap between Practice and Academics contains 22 inspiring reflections that demonstrate how the unique qualities of research (aimed at studying the present) and design (aimed at developing the future) can be combined. This book shows that the transdisciplinary approach is applicable in a multitude of sectors, ranging from healthcare, urban planning, circular economy, and the food industry. Arranged in five parts, the book offers a range of illustrative examples, experiences, methods, and interpretations. Together they make up the characteristic of a mosaic, each piece contributing a part of the complete picture, and all pieces together offering a multi-facted perspective of what applied design research is, how it is implemented and what the reader can expect from it. This book with its bearings in practice can enthuse early-stage researchers with the diversity of its examples, while more senior design researchers may recognize themselves in the depth of the experiences described and be inspired by them. Creator An entity primarily responsible for making the resource Edited: Peter Joore Edited: Guido Stompff Edited: Jeroen van den Eijnde Source A related resource from which the described resource is derived https://www.taylorfrancis.com/books/oa-edit/10.1201/9781003265924/applied-design-research-peter-joore-guido-stompff-jeroen-van-den-eijnde?context=ubx&refId=95180ee6-2892-4a67-9cfe-26a1c46f3b0e Publisher An entity responsible for making the resource available CRC Press Date A point or period of time associated with an event in the lifecycle of the resource 2022 Contributor An entity responsible for making contributions to the resource Andri Yanti Rights Information about rights held in and over the resource Creative Commons, CC BY-NC-ND Format The file format, physical medium, or dimensions of the resource Pdf Language A language of the resource English Type The nature or genre of the resource Textbooks Identifier An unambiguous reference to the resource within a given context https://doi.org/10.1201/9781003265924 http://www.oer.unair.ac.id/files/original/4af5a3ce49c5c43821763b58a4c7cfea.jpg 05d19f58e165ce9a7c1f075c22049b14 http://www.oer.unair.ac.id/files/original/fd4eb7278c880965da37590b36c99448.pdf ccb4d86f59d96306ed1a69d86f09ad5a Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource 000 Computer Science, Knowledge & Systems Subject The topic of the resource Computer Science, Information & General Works Description An account of the resource Computer Science, Information & General Works Text A resource consisting primarily of words for reading. Examples include books, letters, dissertations, poems, newspapers, articles, archives of mailing lists. Note that facsimiles or images of texts are still of the genre Text. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Queer Reflections on AI: Uncertain Intelligences Subject The topic of the resource Arts, Computer Science, Humanities, Social Sciences Description An account of the resource This volume offers a socio-technical exploration of Artificial Intelligence (AI) and the way it reflects and reproduces certain normative representations of gender and sexuality, to ultimately guide more diverse and radical discussions of life with digital technologies. Moving beyond the examination of empirical examples and technical solutions, the book approaches the relationship between queerness and AI from a theoretical perspective that posits queer theory as central to understanding AI differently. The chapters pose questions about the politics and ethics of machine embodiments and data imaginaries on the one hand, and about technical possibilities for a production of social identities characterised by shifting diversity and multiplicity on the other, as they are mediated by and through digital technologies. Transgressing disciplinary boundaries to engage a diversity of conceptual tools, critical approaches, and theoretical traditions, this book will be an important resource for students and researchers of gender and sexuality, new media and digital cultures, cultural theory, art and visual culture, and AI. Creator An entity primarily responsible for making the resource Michael Klipphahn-Karge, Ann-Kathrin Koster, Sara Morais dos Santos Bruss Source A related resource from which the described resource is derived https://www.taylorfrancis.com/books/oa-edit/10.4324/9781003357957/queer-reflections-ai-sara-morais-dos-santos-bruss-ann-kathrin-koster-michael-klipphahn-karge?context=ubx&refId=7d66e266-0976-4824-a561-cd81f6e00bd3 Publisher An entity responsible for making the resource available Routledge Date A point or period of time associated with an event in the lifecycle of the resource 17 July 2023 Contributor An entity responsible for making contributions to the resource Guruh Haris Raputra Rights Information about rights held in and over the resource Creative Commons Format The file format, physical medium, or dimensions of the resource Pdf Language A language of the resource English Type The nature or genre of the resource Textbooks Identifier An unambiguous reference to the resource within a given context https://doi.org/10.4324/9781003357957 AI Intelligences http://www.oer.unair.ac.id/files/original/da49fe6bbb6b63a2746cb62f91d3ea0e.jpg 5b46c8c46c37571811895af0be43d765 http://www.oer.unair.ac.id/files/original/45dfc025e572f4df7622d1211a3905e7.pdf 445c31da47aaa205b4f2c61df74728bb Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource 000 Computer Science, Knowledge & Systems Subject The topic of the resource Computer Science, Information & General Works Description An account of the resource Computer Science, Information & General Works Text A resource consisting primarily of words for reading. Examples include books, letters, dissertations, poems, newspapers, articles, archives of mailing lists. Note that facsimiles or images of texts are still of the genre Text. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Hypergraph Computation Subject The topic of the resource Artificial intelligence Machine learning Algorithms & data structures Description An account of the resource 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. Creator An entity primarily responsible for making the resource Dai, Qionghai Gao, Yue Source A related resource from which the described resource is derived https://library.oapen.org/handle/20.500.12657/63610 Publisher An entity responsible for making the resource available Springer Nature Date A point or period of time associated with an event in the lifecycle of the resource 2023 Contributor An entity responsible for making contributions to the resource Ani Rights Information about rights held in and over the resource http://creativecommons.org/licenses/by/4.0/ Relation A related resource http://creativecommons.org/licenses/by/4.0/ Format The file format, physical medium, or dimensions of the resource pdf Language A language of the resource English Type The nature or genre of the resource Textbooks Identifier An unambiguous reference to the resource within a given context ISBN 9789819901852, 9789819901845, 9789819901852 Artificial Intelligence (AI) Computer Science Perpustakaan Universitas Airlangga