Social Network Data Analytics

✍ Scribed by Charu C. Aggarwal (auth.), Charu C. Aggarwal (eds.)

Publisher: Springer
Year: 2011
Tongue: English
Leaves: 502
Edition: 1
Category: Library

No coin nor oath required. For personal study only.

✦ Table of Contents

Front Matter....Pages 1-1
An Introduction to Social Network Data Analytics....Pages 1-15
Statistical Properties of Social Networks....Pages 17-42
Random Walks in Social Networks and their Applications: A Survey....Pages 43-77
Community Discovery in Social Networks: Applications, Methods and Emerging Trends....Pages 79-113
Node Classification in Social Networks....Pages 115-148
Evolution in Social Networks: A Survey....Pages 149-175
A Survey of Models and Algorithms for Social Influence Analysis....Pages 177-214
A Survey of Algorithms and Systems for Expert Location in Social Networks....Pages 215-241
A Survey of Link Prediction in Social Networks....Pages 243-275
Privacy in Social Networks: A Survey....Pages 277-306
Visualizing Social Networks....Pages 307-326
Data Mining in Social Media....Pages 327-352
Text Mining in Social Networks....Pages 353-378
Integrating Sensors and Social Networks....Pages 379-412
Multimedia Information Networks in Social Media....Pages 413-445
An Overview of Social Tagging and Applications....Pages 447-497
Back Matter....Pages 18-18

✦ Subjects

Computer Appl. in Social and Behavioral Sciences

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