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篇名 |
Weighted-Group-Density Based Community Discovery Algorithm for Dynamic Weighted Networks
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並列篇名 | Weighted-Group-Density Based Community Discovery Algorithm for Dynamic Weighted Networks |
作者 | Dongming Chen、Xinyu Huang、Yunkai Wang、Dongqi Wang |
英文摘要 | Aiming at solving the problem of community detection in weighted dynamic networks, this paper defines a Weighted-Group-Density metric to evaluate the community closeness. By analyzing the dynamic changes of weighted networks, we propose a novel community detection algorithm based on weighted group density for dynamic weighted networks. To validate the performance of the proposed algorithm, several experiments are conducted, where the datasets are extracted from the novel ‘A Song of Ice and Fire’. Experimental results show the proposed algorithm outperforms the competitive algorithms, which is of great significance to the dynamic research of complex networks. |
起訖頁 | 1545-1552 |
關鍵詞 | Complex network、Community discovery、Modularity、Group density、Dynamic network |
刊名 | 網際網路技術學刊 |
期數 | 202009 (21:5期) |
出版單位 | 台灣學術網路管理委員會 |
DOI |
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