Defining quality metrics for graph clustering evaluation

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• 作者：Anupam Biswas ; ^{abanumail@gmail.com} ; Bhaskar Biswas ^{bhaskar.cse@iitbhu.ac.in}
• 关键词：Graph clustering ; Community detection ; Social network analysis ; Quality and accuracy measures
• 刊名：Expert Systems with Applications
• 出版年：2017
• 出版时间：1 April 2017
• 年：2017
• 卷：71
• 期：Complete
• 页码：1-17
• 全文大小：4909 K
• 卷排序：71

文摘

Proposed a set of three quality metrics AVI, AVU and ANUI. Roughly four kind of analysis have been performed. AVI, AVU and ANUI together can give better indication about accuracy. These metrics satisfy all of the six quality related properties. Linearity in characteristics of our metrics can also give indication about accuracy.