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020 _a9783031019180
024 7 _a10.1007/978-3-031-01918-0
_2doi
040 _aES-MaUEC
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050 4 _aQA76.9.I52
_b2022 EB
100 1 _aHogan, Aidan
_eautor
_0(orcid)0000-0001-9482-1982
_1https://orcid.org/0000-0001-9482-1982
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_9687237
245 1 0 _aKnowledge Graphs
_cby Aidan Hogan, Eva Blomqvist, Michael Cochez, Claudia d'Amato, Gerard de Melo, Claudio Gutierrez, Sabrina Kirrane, Jose Emilio Labra Gayo, Roberto Navigli, Sebastian Neumaier, Axel Polleres, Sabbir Rashid, Anisa Rula, Antoine Zimmermann, Lukas Schmelzeisen, Axel-Cyrille Ngonga Ngomo, Juan Sequeda, Steffen Staab
250 _a1st edition 2022
264 1 _aCham
_bSpringer International Publishing
_c2022
300 _a1 recurso en línea (XIX, 237 páginas)
336 _atexto
_btxt
_2rdacontent
337 _aelectrónico
_bc
_2rdamedia
338 _arecurso electrónico
_bcr
_2rdacarrier
347 _aarchivo de texto
_bPDF
490 0 _aSynthesis Lectures on Data Semantics and Knowledge
_x2691-2031
505 0 _aPreface -- Acknowledgments -- Introduction -- Data Graphs -- Schema, Identity, and Context -- Deductive Knowledge -- Inductive Knowledge -- Creation and Enrichment -- Quality Assessment -- Refinement -- Publication -- Knowledge Graphs in Practice -- Conclusions -- Bibliography -- Authors' Biographies.
520 _aThis book provides a comprehensive and accessible introduction to knowledge graphs, which have recently garnered notable attention from both industry and academia. Knowledge graphs are founded on the principle of applying a graph-based abstraction to data, and are now broadly deployed in scenarios that require integrating and extracting value from multiple, diverse sources of data at large scale. The book defines knowledge graphs and provides a high-level overview of how they are used. It presents and contrasts popular graph models that are commonly used to represent data as graphs, and the languages by which they can be queried before describing how the resulting data graph can be enhanced with notions of schema, identity, and context. The book discusses how ontologies and rules can be used to encode knowledge as well as how inductive techniques-based on statistics, graph analytics, machine learning, etc.-can be used to encode and extract knowledge. It covers techniques for the creation, enrichment, assessment, and refinement of knowledge graphs and surveys recent open and enterprise knowledge graphs and the industries or applications within which they have been most widely adopted. The book closes by discussing the current limitations and future directions along which knowledge graphs are likely to evolve. This book is aimed at students, researchers, and practitioners who wish to learn more about knowledge graphs and how they facilitate extracting value from diverse data at large scale. To make the book accessible for newcomers, running examples and graphical notation are used throughout. Formal definitions and extensive references are also provided for those who opt to delve more deeply into specific topics.
988 _aSynthesis Collection of Technology_2022
650 7 _2embne
_9687232
_aMétodos gráficos
_xProgramas de ordenador
650 7 _2embne
_9145622
_aSistemas de visualización de información
700 1 _aBlomqvist, Eva
_eautor
_0(orcid)0000-0003-0036-6662
_1https://orcid.org/0000-0003-0036-6662
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_9687238
700 1 _aCochez, Michael
_eautor
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_4http://id.loc.gov/vocabulary/relators/aut
_9687239
700 1 _ad'Amato, Claudia,
_eautor
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_4http://id.loc.gov/vocabulary/relators/aut
_9687240
_d1977-
700 1 _aMelo, Gerard de
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_9687241
700 1 _aGutiérrez, Claudio,
_eautor
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_4http://id.loc.gov/vocabulary/relators/aut
_9687242
_cDr.
700 1 _aKirrane, Sabrina
_eautor
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_9687243
700 1 _aLabra Gayo, Jose Emilio
_eautor
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_9687244
700 1 _aNavigli, Roberto
_eautor
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_9687245
700 1 _aNeumaier, Sebastian
_eautor
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_4http://id.loc.gov/vocabulary/relators/aut
_9687246
700 1 _aPolleres, Axel
_eautor
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_4http://id.loc.gov/vocabulary/relators/aut
_9687247
700 1 _aRashid, Sabbir
_eautor
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_9687248
700 1 _aRula, Anisa
_eautor
_0(orcid)0000-0002-8046-7502
_1https://orcid.org/0000-0002-8046-7502
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_9687249
700 1 _aZimmermann, Antoine
_eautor
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_9687250
700 1 _aSchmelzeisen, Lukas
_eautor
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_9687251
700 _aNgonga Ngomo, Axel-Cyrille
_eautor
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_9100018
700 1 _aSequeda, Juan
_eautor
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_9687235
700 1 _aStaab, Steffen
_eautor
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_4http://id.loc.gov/vocabulary/relators/aut
_9687252
776 0 8 _iPrinted edition:
_z9783031001130
776 0 8 _iPrinted edition:
_z9783031007903
776 0 8 _iPrinted edition:
_z9783031030468
856 4 0 _uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-3-031-01918-0
_zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
942 _2lcc
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998 _b03/2023
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