Exploiting Linked Data and Knowledge Graphs in Large Organisations
tarafından
Pan, Jeff Z. editor.
Başlık
:
Exploiting Linked Data and Knowledge Graphs in Large Organisations
Yazar
:
Pan, Jeff Z. editor.
ISBN
:
9783319456546
Edisyon
:
1st ed. 2017.
Fiziksel Niteleme
:
XVIII, 266 p. 59 illus., 44 illus. in color. online resource.
İçindekiler
:
Part I Knowledge Graph Foundations & Architecture -- Part II Constructing, Understanding and Consuming Knowledge Graphs -- Part III Industrial Applications and Successful Stories.
Özet
:
This book addresses the topic of exploiting enterprise-linked data with a particular focus on knowledge construction and accessibility within enterprises. It identifies the gaps between the requirements of enterprise knowledge consumption and “standard” data consuming technologies by analysing real-world use cases, and proposes the enterprise knowledge graph to fill such gaps. It provides concrete guidelines for effectively deploying linked-data graphs within and across business organizations. It is divided into three parts, focusing on the key technologies for constructing, understanding and employing knowledge graphs. Part 1 introduces basic background information and technologies, and presents a simple architecture to elucidate the main phases and tasks required during the lifecycle of knowledge graphs. Part 2 focuses on technical aspects; it starts with state-of-the art knowledge-graph construction approaches, and then discusses exploration and exploitation techniques as well as advanced question-answering topics concerning knowledge graphs. Lastly, Part 3 demonstrates examples of successful knowledge graph applications in the media industry, healthcare and cultural heritage, and offers conclusions and future visions.
Konu Başlığı
:
Artificial intelligence.
Data mining.
Management information systems.
Artificial Intelligence. http://scigraph.springernature.com/things/product-market-codes/I21000
Data Mining and Knowledge Discovery. http://scigraph.springernature.com/things/product-market-codes/I18030
Information Systems Applications (incl. Internet). http://scigraph.springernature.com/things/product-market-codes/I18040
Business Information Systems. http://scigraph.springernature.com/things/product-market-codes/522030
Yazar Ek Girişi
:
Pan, Jeff Z.
Vetere, Guido.
Gomez-Perez, Jose Manuel.
Wu, Honghan.
Ek Kurum Yazar
:
SpringerLink (Online service)
Elektronik Erişim
:
Materyal Türü | Barkod | Yer Numarası | Durumu/İade Tarihi |
---|
Electronic Book | 223288-1001 | Q334 -342 | Springer E-Book Collection |