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Titlebook: Knowledge Graphs; Aidan Hogan,Claudio Gutierrez,Antoine Zimmermann Book 2022 Springer Nature Switzerland AG 2022

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發(fā)表于 2025-3-21 18:52:13 | 只看該作者 |倒序瀏覽 |閱讀模式
書目名稱Knowledge Graphs
編輯Aidan Hogan,Claudio Gutierrez,Antoine Zimmermann
視頻videohttp://file.papertrans.cn/544/543936/543936.mp4
叢書名稱Synthesis Lectures on Data, Semantics, and Knowledge
圖書封面Titlebook: Knowledge Graphs;  Aidan Hogan,Claudio Gutierrez,Antoine Zimmermann Book 2022 Springer Nature Switzerland AG 2022
描述This 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 adopte
出版日期Book 2022
版次1
doihttps://doi.org/10.1007/978-3-031-01918-0
isbn_softcover978-3-031-00790-3
isbn_ebook978-3-031-01918-0Series ISSN 2691-2023 Series E-ISSN 2691-2031
issn_series 2691-2023
copyrightSpringer Nature Switzerland AG 2022
The information of publication is updating

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Aidan Hogan,Claudio Gutierrez,Michael Cochez,Gerard de Melo,Sabrina Kirrane,Axel Polleres,Roberto Naer sowohl innerhalb der Universit?t als auch im preu?ischen Kultusministerium auf Vorbehalte gesto?en, die es verhindert haben, dass er ein Ordinariat an dieser Universit?t h?tte bekommen k?nnen. Er galt als ein kritischer Intellektueller und wurde offensichtlich auch mit der jüdischen Kultur in Ver
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Aidan Hogan,Claudio Gutierrez,Michael Cochez,Gerard de Melo,Sabrina Kirrane,Axel Polleres,Roberto Naem im Nationalstaat des 19. Jahrhunderts entwickelten Vorstellung ist man jedoch bald entgegengetreten. Insbesondere Georg Simmel macht schon früh klar, dass die moderne Stadtgesellschaft nicht mehr auf überkommene überzeugungen und einen gemeinsamen Glauben zurückgreifen kann, sondern sich ihren Zu
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Schema, Identity, and Context, knowledge. Henceforth, we refer to a . as a collection of data represented as nodes and edges using one of the models discussed in Chapter 2. We refer to a . as a data graph potentially enhanced with representations of schema, identity, context, ontologies, and/or rules. These additional representa
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