Overlapping community detection algorithm based on local information

Binchi Zhang; Zhiqiang Li

doi:10.1117/12.2681558

1 June 2023 Overlapping community detection algorithm based on local information

Binchi Zhang, Zhiqiang Li

Proceedings Volume 12718, International Conference on Cyber Security, Artificial Intelligence, and Digital Economy (CSAIDE 2023); 127181K (2023) https://doi.org/10.1117/12.2681558
Event: International Conference on Cyber Security, Artificial Intelligence, and Digital Economy (CSAIDE 2023), 2023, Nanjing, China

Abstract

There are many excellent community detection algorithms in the field of overlapping community detection, which can respond well to the needs of various scenarios, traditional community partition method due to excessive ignored the high computational cost brought by the use of global information, in the face of increasingly large scale appear struggling, this article hopes to local information using traditional community partition algorithm, combined with seed development principle, and experiment with human networks and real network data to get better community results.

Citation Download Citation

Binchi Zhang and Zhiqiang Li "Overlapping community detection algorithm based on local information", Proc. SPIE 12718, International Conference on Cyber Security, Artificial Intelligence, and Digital Economy (CSAIDE 2023), 127181K (1 June 2023); https://doi.org/10.1117/12.2681558

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KEYWORDS

Fuzzy logic

Detection and tracking algorithms

Algorithm development

Computer science

Lithium

Matrices

Performance modeling

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