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Analyzing some articles and implementing one of them ("Community Detection by Information Flow Simulation").

Python 100.00%
community-detection graph-theory label-propagation label-propagation-algorithm social-network social-network-analysis

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community-detection-in-social-networks's Issues

Implementing "Label Propagation" algorithm

Implementing ALGORITHM 2 on page 5 of the article.

Spreading the label (information flow) from alpha vertices to their neighbors with a probability to detect communities.

Evaluation and Run

Evaluation and Run

  • Running the codes on different datasets
  • Evaluating the method and running results by developing some codes and so on

Documentation

Documentation

Writing our summary for articles and also the implementation documents.

Implementing "Alpha Detection" algorithm

Implementing ALGORITHM 1 on page 4 of the article.

Finding alpha users that are highly likely to be sources of information in a social network (typically have a large number of friends/followers)

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