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TNLCD: A Feasible Algorithm for Local Community Discovery in Temporal Networks
Dongming Chen, Lingya Kong, Dongqi Wang, Xinyu Huang, Bo Fang
459 - 464
10.3233/978-1-61499-927-0-459
Frontiers in Artificial Intelligence and Applications
Volume 309: Fuzzy Systems and Data Mining IV
Abstract

Proposed a feasible algorithm for local community discovery in temporal networks named TNLCD. TNLCD algorithm is designed based on an improved temporal network model and a local modularity definition of our own for temporal networks. Experimental results on real-world datasets prove that TNLCD algorithm is not sensitive to initial nodes selection strategy and capable of revealing rich detailed community structure information which make the algorithm works well both in theoretical researches and practical applications.

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