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Exploiting Linked Data and Knowledge Graphs in Large Organisations

Exploiting Linked Data and Knowledge Graphs in Large Organisations

by Jeff Z. PanGuido Vetere Honghan Wu and others
Paperback
Publication Date: 13/07/2018

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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.
ISBN:
9783319833392
9783319833392
Category:
Artificial intelligence
Format:
Paperback
Publication Date:
13-07-2018
Publisher:
Springer International Publishing AG
Country of origin:
Switzerland
Pages:
266
Dimensions (mm):
235x155mm
Weight:
0.45kg

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