A new similarity measure for generalized web session clustering

被引：0

作者：

Yang, Qianwen ^{[1
]}

Kou, Jisong ^{[1
]}

Chen, Fuzan ^{[1
]}

Li, Minqiang ^{[1
]}

机构：

[1] Tianjin Univ, Sch Management, Tianjin 300072, Peoples R China

来源：

FOURTH INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, VOL 3, PROCEEDINGS | 2007年

关键词：

D O I：

10.1109/FSKD.2007.91

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

A new similarity measure for generalized web session clustering is defined on the common paths of users' navigation patterns (SMCP) in this paper. It divides the similarity of common paths between two sessions into the inner part and the outer part. The traditional k-means is employed to test the performance of similarity measure and by comparing with the visiting order Based (VOB) similarity measure and the path angles Based (PAB) similarity measure, the experiments on both real and synthetic datasets show that clustering using the proposed similarity measure SMCP can yield more than 10% higher accuracy than the VOB and PAB similarity measure in terms of similarity value.

引用

页码：278 / 282

页数：5

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