Parallel Computing for Analysis of Large Scale Social Network

Social Network Analysis, Large-Scale

Glossary For the basic notions on graphs and networks see the article Wouter de Nooy: Social network analysis. Network – consists of vertices linked by lines and additional data about vertices and/or lines. Network decomposition – identification of parts of network and their intercon-nections. Usually it is described by a partition of set of vertices or set of lines.

Large-Scale Social Network Analysis

Social Network Analysis (SNA) is an established discipline for the study of groups of individuals with applications in several areas like economics, information science, organizational studies and psychology. In the last fifteen years the exponential growth of on-line Social Network Sites (SNSs) like Facebook, QQ and Twitter has provided a new challenging application context for SNA methods. Ho...

Java Communications for Large-Scale Parallel Computing

Large-Scale Parallel Matching of Social Network Profiles

A profile matching algorithm takes as input a user profile of one social network and returns, if existing, the profile of the same person in another social network. Such methods have immediate applications in Internet marketing, search, security, and a number of other domains, which is why this topic saw a recent surge in popularity. In this paper, we present a user identity resolution approach...

Large-Scale Network Analysis for Online Social Brand Advertising