Learning Automata Approach for Social Networks

Name: Learning Automata Approach for Social Networks
SKU: 28825631
Price: 270.99 AUD
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Hardback

Series:

Studies in Computational Intelligence

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Description

This book begins by briefly explaining learning automata (LA) models and a recently developed cellular learning automaton (CLA) named wavefront CLA. Analyzing social networks is increasingly important, so as to identify behavioral patterns in interactions among individuals and in the networks’ evolution, and to develop the algorithms required for meaningful analysis. As an emerging artificial intelligence research area, learning automata (LA) has already had a significant impact in many areas of social networks. Here, the research areas related to learning and social networks are addressed from bibliometric and network analysis perspectives. In turn, the second part of the book highlights a range of LA-based applications addressing social network problems, from network sampling, community detection, link prediction, and trust management, to recommender systems and finally influence maximization. Given its scope, the book offers a valuable guide for all researchers whose work involves reinforcement learning, social networks and/or artificial intelligence.

Release date Australia

January 31st, 2019

Author

Audience

Professional & Vocational

Edition

1st ed. 2019

Illustrations

72 Illustrations, color; 35 Illustrations, black and white; XVII, 329 p. 107 illus., 72 illus. in color.

Pages

329

Series

Studies in Computational Intelligence

ISBN-13

9783030107666

Product ID

28825631

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