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Exploiting Linked Data and Knowledge Graphs in Large Organisations

Produktform: E-Buch Text Elektronisches Buch in proprietärem

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. weiterlesen

Elektronisches Format: PDF

Sprache(n): Englisch

ISBN: 978-3-319-45654-6 / 978-3319456546 / 9783319456546

Verlag: Springer International Publishing

Erscheinungsdatum: 24.01.2017

Seiten: 266

Herausgegeben von Jeff Z. Pan, Guido Vetere, Jose Manuel Gomez- Perez, Honghan Wu, Jose Manuel Gomez-Perez

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