Dynamic Social Network Analysis using Latent Space Models

From Cohen Courses
Revision as of 02:57, 1 April 2011 by Ssomanch (talk | contribs)
Jump to navigationJump to search

This is one of the paper written in course Social Media Analysis 10-802 in Spring 2011

Citation

Purnamrita Sarkar, Andrew W. Moore "Dynamic Social Network Analysis using Latent Space Models"

Online Version

SIGKDD 2005

Summary

This paper address the problem of Social Network Analysis using the method of Latent Space Models.

This technique is applied to NIPS data to analysis the dynamics of network evolution.

Dynamic Social Network In Latent Space

Learning Stage One: Linear Approximation

Learning Stage Two: Non linear search

Datasets Used

Experimental Results

Conclusion