Thang Nguyen > Project > 

Overlapping community structure detection in large-scale networks

Community-detection, Apache-spark, Graph-mining, Larg-sclale-networks, Bigclam, Machine-learning, Scala

Overview

This is a my undergraduate thesis. In project, I provide a general view of communities and its the real life applications. In recent years, with the rapid growth of network scale, it is a difficult task to detect overlapping communities in large-scale networks for state of the art methods. This method is implemented in the Apache Spark framework for its power in distributed parallel computation.

Overlapping community structure detection in large-scale networks from Thang Nguyen
Github: BigCLAM-ApacheSpark

This project was referenced in awesome-community-detection regarding the method: Overlapping Community Detection at Scale: a Nonnegative Matrix Factorization Approach (WSDM 2013)

Contact:[email protected]

Every comment would be appreciated.

If you want to use parts of any code of mine:

let me know and use it!



http://thangdn.com/posts/Overlapping-community-structure-detection-in-large-scale-networks.html
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