Heterogeneous Information Network Analysis and Applications

£119.50

Heterogeneous Information Network Analysis and Applications

Communications engineering / telecommunications Network hardware Data mining Artificial intelligence Expert systems / knowledge-based systems Pattern recognition

Authors: Chuan Shi, Philip S. Yu

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Collection: Data Analytics

Language: English

Published by: Springer

Published on: 25th May 2017

Format: LCP-protected ePub

Size: 3 Mb

ISBN: 9783319562124


Overview

This book offers researchers an understanding of the fundamental issues and a good starting point to work on this rapidly expanding field. It provides a comprehensive survey of current developments of heterogeneous information network. It also presents the newest research in applications of heterogeneous information networks to similarity search, ranking, clustering, recommendation.

Research Applications

This information will help researchers to understand how to analyze networked data with heterogeneous information networks. Common data mining tasks are explored, including similarity search, ranking, and recommendation. The book illustrates some prototypes which analyze networked data.

Target Audience

Professionals and academics working in data analytics, networks, machine learning, and data mining will find this content valuable. It is also suitable for advanced-level students in computer science who are interested in networking or pattern recognition.

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