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28 March 2023 Directed RIIM: finding communities in directed networks
Wencong Li, Jihui Wang
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Proceedings Volume 12597, Second International Conference on Statistics, Applied Mathematics, and Computing Science (CSAMCS 2022); 125972Y (2023) https://doi.org/10.1117/12.2672209
Event: Second International Conference on Statistics, Applied Mathematics, and Computing Science (CSAMCS 2022), 2022, Nanjing, China
Abstract
Many networks in the real world are directed networks, such as the world wide web, citation networks, directed friendship networks, etc. Using the algorithm for undirected networks to detect the community while ignoring the direction of edges, the directed network will be transformed into an undirected network. However, it is not a useful algorithm. Because the direction of the edges in directed networks carries significant information. According to a community detection model (RIIM) for undirected networks, we provide a new community detection algorithm for directed networks in this research. The local information and the global information of the node are considered. Finally, it is tested on the actual network and produces excellent results.
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Wencong Li and Jihui Wang "Directed RIIM: finding communities in directed networks", Proc. SPIE 12597, Second International Conference on Statistics, Applied Mathematics, and Computing Science (CSAMCS 2022), 125972Y (28 March 2023); https://doi.org/10.1117/12.2672209
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KEYWORDS
Detection and tracking algorithms
Social networks
Network architectures
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