Trends in Social Network Analysis Information Propagation, User Behavior Modeling, Forecasting, and Vulnerability Assessment /

• Corporate Author: SpringerLink (Online service)
• Other Authors: Missaoui, Rokia (Editor), Abdessalem, Talel (Editor), Latapy, Matthieu (Editor)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Series: Lecture Notes in Social Networks,
• Subjects: Computer science.; Database management.; Data mining.; Artificial intelligence.; Computer Science.; Data Mining and Knowledge Discovery.; Computational Social Sciences.; Artificial Intelligence (incl. Robotics).; Database Management.; Applications of Graph Theory and Complex Networks.

The book collects contributions from experts worldwide addressing recent scholarship in social network analysis such as influence spread, link prediction, dynamic network biclustering, and delurking. It covers both new topics and new solutions to known problems. The contributions rely on established...

Table of Contents:

• 1. The Perceived Assortativity of Social Networks: Methodological Problems and Solutions
• 2. A Parametric Study to Construct Time-aware Social Profiles
• 3. A Parametric Study to Construct Time-aware Social Profiles
• 4. The DEvOTION Algorithm for Delurking in Social Networks
• 5. Social Engineering Threat Assessment using a Multi-layered Graph-based Model
• 6. Through The Grapevine: A Comparison of News in Microblogs and Traditional Media
• 7. Prediction of Elevated Activity in Online Social Media Using Aggregated and Individualized Models
• 8. Unsupervised Link Prediction Based on Time Frames in Weighted-Directed Citation Networks
• 9. An Approach to Maximize the Influence Spread in Social Networks
• 10. Energy Efficiency Analysis of the Very Fast Decision Tree Algorithm.