عنوان

Learning automata approach for social networks /

شابک

3030107671

شابک

303010768X

شابک

9783030107673

شابک

9783030107680

شابک اشتباه

3030107663

شابک اشتباه

9783030107666

عنوان اصلي

Learning automata approach for social networks /

نام عام مواد

[Book]

نام نخستين پديدآور

Alireza Rezvanian [and four others].

محل نشرو پخش و غیره

Cham, Switzerland :

نام ناشر، پخش کننده و غيره

Springer,

تاریخ نشرو بخش و غیره

[2019]

نام خاص و کميت اثر

1 online resource (xvii, 349 pages) :

ساير جزييات

illustrations (some color)

عنوان فروست

Studies in computational intelligence ;

مشخصه جلد

volume 820

متن يادداشت

Includes bibliographical references.

متن يادداشت

Introduction to Learning Automata Models -- Wavefront Cellular Learning Automata: A New Learning Paradigm -- Social Networks and Learning Systems: A Bibliometric Analysis -- Social Network Sampling -- Social Community Detection -- Social Link Prediction -- Social Trust Management -- Social Recommender Systems -- Social Influence Maximization.

بدون عنوان

0

متن يادداشت

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.

منبع سفارش / آدرس اشتراک

Springer Nature

شماره انبار

com.springer.onix.9783030107673

عنوان

Learning automata approach for social networks.

شماره استاندارد بين المللي کتاب و موسيقي

9783030107666

موضوع مستند نشده

Machine learning.

موضوع مستند نشده

Online social networks-- Data processing.

موضوع مستند نشده

System analysis-- Data processing.

موضوع مستند نشده

Machine learning.

موضوع مستند نشده

System analysis-- Data processing.

موضوع مستند نشده

COM004000

موضوع مستند نشده

UYQ

موضوع مستند نشده

UYQ

شماره

ويراست

شماره رده

نشانه اثر

مستند نام اشخاص تاييد نشده

Rezvanian, Alireza

تاريخ عمليات

20200823082528.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y