A novel Quantitative Function of Communicability for Community Detection

作     者：Jinxia Liu Jianchao Zeng Yaowen Xue Jing Du 

作者机构：College of Economics and management Taiyuan University of Science and Technology Taiyuan030024 China Division of System Simulation and Computer Application Taiyuan University of Science and Technology Taiyuan030024 China College of Electrical and Information EngineeringLanzhou University of TechnologyLanzhou730050 China College of Economics and management Shanxi Normal University Linfen041004 China 

出 版 物：《Procedia Engineering》 

年 卷 期：2011年第15卷

页      面：3277-3281页

学科分类：12[管理学] 1201[管理学-管理科学与工程(可授管理学、工学学位)] 08[工学] 

主　　题：Complex network communicability modularity community detection modularity density 

摘      要：Detecting community structure is fundamental for uncovering the links between structure and function in complex networks. We propose a novel quantitative function of communicability that is applied to evaluate the strength of community structure. In addition, we theoretically analyze the properties of the function that are boundedness, differentiability, monotonicity and so on, and show it improve the resolution limit in community detection.