Learning Automata Approach for Social Networks (Hardcover, 1st ed. 2019)

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.

General

Imprint:	Springer Nature Switzerland AG
Country of origin:	Switzerland
Series:	Studies in Computational Intelligence, 820
Release date:	2019
First published:	2019
Authors:	Alireza Rezvanian • Behnaz Moradabadi • Mina Ghavipour • Mohammad Mehdi Daliri Khomami • Mohammad Reza Meybodi
Dimensions:	235 x 155mm (L x W)
Format:	Hardcover
Pages:	329
Edition:	1st ed. 2019
ISBN-13:	978-3-03-010766-6
Categories:	Books > Reference & Interdisciplinary > Communication studies > Media studies Books > Computing & IT > Applications of computing > Artificial intelligence > General
LSN:	3-03-010766-3
Barcode:	9783030107666

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