Data Mining for Social Network Data

• Corporate Author: SpringerLink (Online service)
• Other Authors: Memon, Nasrullah. (Editor), Xu, Jennifer Jie. (Editor), Hicks, David L. (Editor), Chen, Hsinchun. (Editor)
• Format: Electronic
• Language: English
• Published: Boston, MA : Springer US, 2010.
• Series: Annals of Information Systems, 12
• Subjects: Economics.; Optical pattern recognition.; Social sciences > Data processing.; Management information systems.; Economics/Management Science.; Business Information Systems.; Pattern Recognition.; Computer Appl. in Social and Behavioral Sciences.
• Online Access: https://ezaccess.library.uitm.edu.my/login?url=http://dx.doi.org/10.1007/978-1-4419-6287-4

Social Network Data Mining: Research Questions, Techniques, and Applications Nasrullah Memon, Jennifer Xu, David L. Hicks and Hsinchun Chen Automatic expansion of a social network using sentiment analysis Hristo Tanev, Bruno Pouliquen, Vanni Zavarella and Ralf Steinberger Automatic mapping of social...

Table of Contents:

• Social Network Data Mining: Research Questions, Techniques, and Applications
• Automatic expansion of a social network using sentiment analysis
• Automatic mapping of social networks of actors from text corpora: Time series analysis
• A social network based recommender system (SNRS)
• Network analysis of U.S. air transportation network
• Identifying high-status nodes in knowledge networks
• Modularity for bipartite networks
• ONDOCS: Ordering nodes to detect overlapping community structure
• Framework for Fast Identification of Community Structures in Large-Scale Social Networks
• Geographically organized small communities and the hardness of clustering social networks
• Integrating genetic algorithms and fuzzy logic for web structure optimization.