Clustering Coefficient Increasing Local Link Switching Algorithm
學年 97
學期 1
發表日期 2008-11-13
作品名稱 Clustering Coefficient Increasing Local Link Switching Algorithm
著者 Tsai, Yih-Jia
作品所屬單位 淡江大學資訊工程學系
會議名稱 The 2008 International Computer Symposium(ICS 2008)
會議地點 臺北縣, 臺灣
摘要 This paper proposed a local link switching algorithm which effectively increases the clustering coefficient of a network while preserving the network node degree distributions. This link switching algorithm is based on local neighborhood information. Link switching algorithm is widely used in producing similar networks with the same degree distribution, that is, it is used in sampling networks from the same network pool. Therefore, the switching pairs of links are selected rather globally from the network. The proposed algorithm focus on increasing an important network characteristic while selecting candidate pairs of links locally. Clustering coefficient characterizes the relative tightness of a network and is a defining network statistics that appears in many real-world network data. Simulation results on three different types of model networks have demonstrate the effectiveness of this algorithm.
關鍵字 Local link switching;Clustering coefficient;Complex network
語言 en
會議性質 國際
校內研討會地點 淡水校園
研討會時間 20081113~20081113
國別 TWN
公開徵稿 Y
出版型式 紙本
出處 Proceedings of the 2008 International Computer Symposium (ICS 2008),7頁

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