Social Networking: Mining, Visualization, and Security

✍ Scribed by Mrutyunjaya Panda, Satchidananda Dehuri, Gi-Nam Wang (eds.)

Publisher: Springer International Publishing
Year: 2014
Tongue: English
Leaves: 313
Series: Intelligent Systems Reference Library 65
Edition: 1
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

With the proliferation of social media and on-line communities in networked world a large gamut of data has been collected and stored in databases. The rate at which such data is stored is growing at a phenomenal rate and pushing the classical methods of data analysis to their limits. This book presents an integrated framework of recent empirical and theoretical research on social network analysis based on a wide range of techniques from various disciplines like data mining, social sciences, mathematics, statistics, physics, network science, machine learning with visualization techniques and security. The book illustrates the potential of multi-disciplinary techniques in various real life problems and intends to motivate researchers in social network analysis to design more effective tools by integrating swarm intelligence and data mining.

✦ Table of Contents

Front Matter....Pages 1-20
Diffusion of Information in Social Networks....Pages 1-22
Structure and Evolution of Online Social Networks....Pages 23-44
Machine Learning for Auspicious Social Network Mining....Pages 45-83
Testing Community Detection Algorithms: A Closer Look at Datasets....Pages 85-99
Societal Networks: The Networks of Dynamics of Interpersonal Associations....Pages 101-127
Methods of Tracking Online Community in Social Network....Pages 129-146
Social Network Analysis Approach for Studying Caste, Class and Social Support in Rural Jharkhand and West Bengal: An Empirical Attempt....Pages 147-200
Evaluating the Propagation Strength of Malicious Metaphor in Social Network: Flow Through Inspiring Influence of Members....Pages 201-213
Social Network Analysis: A Methodology for Studying Terrorism....Pages 215-242
Privacy and Anonymization in Social Networks....Pages 243-270
On the Use of Brokerage Approach to Discover Influencing Nodes in Terrorist Networks....Pages 271-295
Back Matter....Pages 297-297

✦ Subjects

Computational Intelligence; Artificial Intelligence (incl. Robotics); Information Systems Applications (incl. Internet)

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