Trends in Social Network Analysis
Information Propagation, User Behavior Modeling, Forecasting, and Vulnerability Assessment
Published on 30. April 2017
Book
Hardback
XIII, 255 pages
978-3-319-53419-0 (ISBN)
Description
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 methods and techniques in graph theory, machine learning, stochastic modelling, user behavior analysis and natural language processing, just to name a few. This text provides an understanding of using such methods and techniques in order to manage practical problems and situations.
Trends in Social Network Analysis: Information Propagation, User Behavior Modelling, Forecasting, and Vulnerability Assessment
appeals to students, researchers, and professionals working in the field.
Reviews / Votes
"This volume is a selective post-proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Network Analysis and Mining. . The papers are uniformly of high quality and represent a good snapshot of the state of the art in the areas that they discuss. . The high quality of these carefully revised conference papers makes the volume of interest to researchers specializing in social networks who seek to stay abreast of recent developments." (Computing Reviews, September, 2017)More details
Series
Edition
1st ed. 2017
Language
English
Place of publication
Cham
Switzerland
Publishing group
Springer International Publishing
Target group
Professional and scholarly
Illustrations
22 s/w Abbildungen, 68 farbige Abbildungen
XIII, 255 p. 90 illus., 68 illus. in color.
Dimensions
Height: 241 mm
Width: 160 mm
Thickness: 21 mm
Weight
576 gr
ISBN-13
978-3-319-53419-0 (9783319534190)
DOI
10.1007/978-3-319-53420-6
Schweitzer Classification
Other editions
Additional editions
Rokia Missaoui | Talel Abdessalem | Matthieu Latapy
Trends in Social Network Analysis
Information Propagation, User Behavior Modeling, Forecasting, and Vulnerability Assessment
Book
07/2018
Springer
€128.39
Shipment within 10-15 days
Rokia Missaoui | Talel Abdessalem | Matthieu Latapy
Trends in Social Network Analysis
Information Propagation, User Behavior Modeling, Forecasting, and Vulnerability Assessment
E-Book
04/2017
Springer
€117.69
Available for download
Content
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.