/Content-Propagation

Community Detection Based on Structure and Content

Primary LanguageMATLABApache License 2.0Apache-2.0

#Content Propagation

Code for the paper Community Detection Based on Structure and Content: A Content Propagation Perspective

A framework of community detection which combines the network structure and node attributes from the perspective of content propagation. It treats a network as a dynamic system and considers its community structure as a consequence of interactions among nodes.

##Requirement

Matlab

##Data

the Cora Dataset has been put into the data/ directory, saved as cora.mat

##Model

This toolkit includes four algorithm under the community detection framework Content Propagation, CPIP_PI CPIP_SI, CPRW_PI and CPRW_SI. More details could be found at the ICDM paper.

##Usage

The code includes a runnable example, you can run it in matlab by:

demo