All Projects → LiyuanLucasLiu → Content-Propagation

LiyuanLucasLiu / Content-Propagation

Licence: Apache-2.0 License
Community Detection Based on Structure and Content

Programming Languages

matlab
3953 projects

Projects that are alternatives of or similar to Content-Propagation

time series clustering via community detection
Code used in the paper "Time Series Clustering via Community Detection in Networks"
Stars: ✭ 27 (+125%)
Mutual labels:  community-detection
watchman
Watchman: An open-source social-media event-detection system
Stars: ✭ 18 (+50%)
Mutual labels:  community-detection
f1-communities
A novel approach to evaluate community detection algorithms on ground truth
Stars: ✭ 20 (+66.67%)
Mutual labels:  community-detection
GNN4CD
Supervised community detection with line graph neural networks
Stars: ✭ 67 (+458.33%)
Mutual labels:  community-detection
BigCLAM-ApacheSpark
Overlapping community detection in Large-Scale Networks using BigCLAM model build on Apache Spark
Stars: ✭ 40 (+233.33%)
Mutual labels:  community-detection
M-NMF
An implementation of "Community Preserving Network Embedding" (AAAI 2017)
Stars: ✭ 119 (+891.67%)
Mutual labels:  community-detection
CommunityDetection
复杂网络社区发现算法、评价指标、常用数据集整理
Stars: ✭ 171 (+1325%)
Mutual labels:  community-detection
LabelPropagation
A NetworkX implementation of Label Propagation from a "Near Linear Time Algorithm to Detect Community Structures in Large-Scale Networks" (Physical Review E 2008).
Stars: ✭ 101 (+741.67%)
Mutual labels:  community-detection
EgoSplitting
A NetworkX implementation of "Ego-splitting Framework: from Non-Overlapping to Overlapping Clusters" (KDD 2017).
Stars: ✭ 78 (+550%)
Mutual labels:  community-detection
Awesome Community Detection
A curated list of community detection research papers with implementations.
Stars: ✭ 1,874 (+15516.67%)
Mutual labels:  community-detection
overlapping-community-detection
Implementation of "Overlapping Community Detection with Graph Neural Networks"
Stars: ✭ 79 (+558.33%)
Mutual labels:  community-detection
watset-java
An implementation of the Watset clustering algorithm in Java.
Stars: ✭ 24 (+100%)
Mutual labels:  community-detection

#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
Note that the project description data, including the texts, logos, images, and/or trademarks, for each open source project belongs to its rightful owner. If you wish to add or remove any projects, please contact us at [email protected].