Hidden Link Prediction in Stochastic Social Networks

Author:   Babita Pandey ,  Aditya Khamparia
Publisher:   IGI Global
ISBN:  

9781522590965


Pages:   281
Publication Date:   30 April 2019
Format:   Hardback
Availability:   In Print   Availability explained
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Hidden Link Prediction in Stochastic Social Networks


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Overview

Link prediction is required to understand the evolutionary theory of computing for different social networks. However, the stochastic growth of the social network leads to various challenges in identifying hidden links, such as representation of graph, distinction between spurious and missing links, selection of link prediction techniques comprised of network features, and identification of network types. Hidden Link Prediction in Stochastic Social Networks concentrates on the foremost techniques of hidden link predictions in stochastic social networks including methods and approaches that involve similarity index techniques, matrix factorization, reinforcement, models, and graph representations and community detections. The book also includes miscellaneous methods of different modalities in deep learning, agent-driven AI techniques, and automata-driven systems and will improve the understanding and development of automated machine learning systems for supervised, unsupervised, and recommendation-driven learning systems. It is intended for use by data scientists, technology developers, professionals, students, and researchers.

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Author:   Babita Pandey ,  Aditya Khamparia
Publisher:   IGI Global
Imprint:   IGI Global
ISBN:  

9781522590965


ISBN 10:   152259096
Pages:   281
Publication Date:   30 April 2019
Audience:   College/higher education ,  Professional and scholarly ,  Tertiary & Higher Education ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

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