000			03636nam a22003497a 4500
003			OSt
005			20260803104643.0
008			260803b |||||||| |||| 00| 0 eng d
020			_a9783031452550 [paperback]
040			_aUniversity of Cebu-Banilad _cUniversity of Cebu-Banilad
100			_aSerles, Umutcan, _eauthor.
245			_aAn introduction to knowledge graphs / _cby Umutcan Serles and Dieter Fensel.
260			_aCham, Switzerland : _bSpringer, _cc2024.
300			_axxiv, 434 pages : _billustrations (black and white) ; _c23 cm.
336			_2rdacontent _atext
337			_2rdamedia _aunmediated
338			_2rdacarrier _avolume
504			_aIncludes bibliographical references
505			_aContents: Part I Knowledge technology in context -- 1 Introduction -- 2. Artificial intelligence -- 3. Information retrieval and hypertext -- 4. The internet -- 5. The world wide web -- 6. Natural language processing -- 7. Semantic web: or AI revisited -- 8. Databases -- 9. Web of data -- 10. Knowledge graphs -- Part II Knowledge representation -- 11 Introduction to knowledge representation -- 12 The five levels of representing knowledge -- 13. Epistemology -- 14. The logical level -- 15. Analysis of schema.org at five levels of KR -- 16 Summary -- Part III Knowledge modeling -- 17. Introduction: the overall model -- 18 Knowledge creation -- 19 Knowledge hosting -- 20. Knowledge assessment -- 21. Knowledge cleaning -- 22. Knowledge enrichment -- 23. Tooling and knowledge deployment -- 24. Summary -- Part IV Applications -- 25. Applications,
520			_a"This textbook introduces the theoretical foundations of technologies essential for knowledge graphs. It also covers practical examples, applications and tools. Knowledge graphs are the most recent answer to the challenge of providing explicit knowledge about entities and their relationships by potentially integrating billions of facts from heterogeneous sources. The book is structured in four parts. For a start, Part I lays down the overall context of knowledge graph technology. Part II “Knowledge Representation” then provides a deep understanding of semantics as the technical core of knowledge graph technology. Semantics is covered from different perspectives, such as conceptual, epistemological and logical. Next, Part III “Knowledge Modelling” focuses on the building process of knowledge graphs. The book focuses on the phases of knowledge generation, knowledge hosting, knowledge assessment, knowledge cleaning, knowledge enrichment, and knowledge deployment to cover a complete life cycle for this process. Finally, Part IV (simply called “Applications”) presents various application areas in detail with concrete application examples as well as an outlook on additional trends that will emphasize the need for knowledge graphs even stronger. This textbook is intended for graduate courses covering knowledge graphs. Besides students in knowledge graph, Semantic Web, database, or information retrieval classes, also advanced software developers for Web applications or tools for Web data management will learn about the foundations and appropriate methods." --Backcover
521			_aAdult
541			_aPurchased _xOrtega, Eric _yCollege of Computer Studies _zComputer Science
546			_aText in English
650			_aKnowledge graphs.
650			_aSemantic Web.
650			_aDatabase management.
650			_aOntology.
700			_aFensel, Dieter, _eauthor.
942			_2ddc _cBK
998			_cJanna [new] _d08/03/2026
999			_c15575 _d15575