The Influence of Technology on Social Network Analysis and Mining

Editors:

ISBN: 978-3-7091-1345-5 (Print) 978-3-7091-1346-2 (Online)

Table of contents (28 chapters)

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  1. Front Matter

    Pages i-xxiii

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    Book Chapter

    Pages 1-20

    EgoClustering: Overlapping Community Detection via Merged Friendship-Groups

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    Pages 21-47

    Optimization Techniques for Multiple Centrality Computations

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    Pages 49-74

    Application of Social Network Metrics to a Trust-Aware Collaborative Model for Generating Personalized User Recommendations

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    Pages 75-100

    TweCoM: Topic and Context Mining from Twitter

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    Pages 101-127

    Pixel-Oriented Network Visualization: Static Visualization of Change in Social Networks

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    Pages 129-156

    Building Expert Recommenders from Email-Based Personal Social Networks

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    Pages 157-184

    A Local Structure-Based Method for Nodes Clustering: Application to a Large Mobile Phone Social Network

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    Pages 185-199

    Virus Propagation Modeling in Facebook

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    Pages 201-225

    Comparing and Visualizing the Social Spreading of Products on a Large Social Network

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    Pages 227-253

    Engagingness and Responsiveness Behavior Models on the Enron Email Network and Its Application to Email Reply Order Prediction

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    Pages 255-273

    Efficient Extraction of High-Betweenness Vertices from Heterogeneous Networks

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    Pages 275-301

    Cross-Domain Analysis of the Blogosphere for Trend Prediction

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    Pages 303-330

    Informative Value of Individual and Relational Data Compared Through Business-Oriented Community Detection

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    Pages 331-349

    Clustering Social Networks Using Distance-Preserving Subgraphs

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    Pages 351-372

    Extraction of Spatio-Temporal Data for Social Networks

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    Pages 373-392

    Detecting Communities in Massive Networks Efficiently with Flexible Resolution

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    Pages 393-409

    Detecting Emergent Behavior in a Social Network of Agents

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    Pages 411-426

    Factors Enabling Information Propagation in a Social Network Site

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    Pages 427-453

    Learning from the Past: An Analysis of Person Name Corrections in the DBLP Collection and Social Network Properties of Affected Entities

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    Book Chapter

    Pages 455-470

    Towards Leader Based Recommendations

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