https://github.com/shreyanshbhatt/KnowledgeGraph_in_CommunityDetection

Novel knowledge graph enhanced community detection and characterization algorithm
https://github.com/shreyanshbhatt/KnowledgeGraph_in_CommunityDetection

Last synced: about 1 month ago
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Novel knowledge graph enhanced community detection and characterization algorithm

• Host: GitHub
• URL: https://github.com/shreyanshbhatt/KnowledgeGraph_in_CommunityDetection
• Owner: shreyanshbhatt
• Created: 2019-03-07T04:26:10.000Z (almost 6 years ago)
• Default Branch: master
• Last Pushed: 2019-03-07T05:12:44.000Z (almost 6 years ago)
• Last Synced: 2024-08-01T17:35:54.804Z (4 months ago)
• Language: Java
• Size: 33.5 MB
• Stars: 2
• Watchers: 2
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

• awesome-community-detection - [Java Reference

README

        
This repository consists of the implementation of knowledge graph enhanced community detection algorithm.

The details of the algorithm can be found in the [publication](https://dl.acm.org/citation.cfm?id=3291031).

The implementation requires a domain-specific knowledge graph as an input. For a given domain-specific knowledge graph,

it first computes an updated edge list and then runs the community detection algorithm.

The current implementation includes an example that can be run by,

ant run-kg-eval

ant run-community-evaluation

Please change the input files in the KGOptimizer.java and Main.java to run the algorithm with a different dataset.