Data mining is being increasingly applied to social networks. Two relevant reasons are the
growing availability of large volumes of relational data, boosted by the proliferation of social …

The Encyclopedia of Social Network Analysis and Mining (ESNAM) is the first major
reference work to integrate fundamental concepts and research directions in the areas of …

Social network analysis has gained significant attention in recent years, largely due to the
success of online social networking and media-sharing sites, and the consequent …

Social network analysis (SNA) is a core pursuit of analyzing social networks today. In
addition to the usual statistical techniques of data analysis, these networks are investigated …

In this survey we review the literature and concepts of the data mining of social networks,
with special emphasis on their representation as a graph structure. The survey is divided …

The exponential growth of social media and online social networks (eg, Facebook, Twitter,
Instagram, and TikTok) has changed the daily lives of millions of people. The ease to …

Social network analysis (SNA) is an important and valuable tool for knowledge extraction
from massive and unstructured data. Social network provides a powerful abstraction of the …

Applying graph-based data mining techniques to solve social network analysis problems,
such as illicit group detection, is the main motivation behind this research. We view social …

This paper reviews the development of social network analysis and examines its major
areas of application in sociology. Current developments, including those from outside the …

Data Mining for Social Network Analysis Page 1 12/2/2007 1 Data Mining for Social Network
Analysis Jaideep Srivastava University of Minnesota srivasta@cs.umn.edu Joint work with …