Titlebook: An Introduction to Knowledge Graphs; Umutcan Serles,Dieter Fensel Textbook 2024 The Editor(s) (if applicable) and The Author(s), under exc

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Charlotte Schatz,Waldemar PfoertschLinked Open Data (LOD) initiatives provided the bridge between those data and the Semantic Web. We briefly introduce the Linked Data and Linked Open Data principles and present an architecture from the literature for publishing Linked Data.

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https://doi.org/10.1007/978-1-4684-8818-0conceptual level, epistemological level, logical level from a frame logic (F-logic) and first-order logic (FOL) perspective, and, finally, at the implementation level to show how it is encoded with Resource Description Framework (RDF) serialization formats.

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Artificial Intelligencentelligence community, starting from the 1950s. We start with the initial attempt at a General Problem Solver, whose limitations revealed the need for knowledge. We give a brief introduction to different knowledge representation paradigms, reasoning, and knowledge modeling with a particular focus on ontologies.

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Databases technology with a particular focus on different knowledge graph hosting paradigms. We briefly introduce relational databases, deductive and object-oriented databases, as well as “not only SQL” (NoSQL) solutions like document stores and graph databases.

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