An Introduction to Knowledge Graphs

Name: An Introduction to Knowledge Graphs
Brand: Springer, Berlin
SKU: 9783031452550
Price: 26926 HUF
Availability: InStock

Szerző: Umutcan Serles, Dieter Fensel

Nyelv:

Kötés: Puha kötésű

Kiadó: Springer, Berlin

Elérhetőség: Beszállítói készleten

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This textbook introduces the theoretical foundations of technologies essential for knowledge graphs....

Információk a könyvről

Szerző

Umutcan Serles, Dieter Fensel

Nyelv

Angol

Kötés

Könyv - Puha kötésű

Kiadva

2024

oldal

460

EAN

9783031452550

Enbook ID

44050143

Kiadó

Springer, Berlin

Súly

702

Méretek

155 x 235

Teljes leírás

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.

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An Introduction to Knowledge Graphs

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