Volume 7 Number 11 (Nov. 2012)
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JSW 2012 Vol.7(11): 2533-2537 ISSN: 1796-217X
doi: 10.4304//jsw.7.11.2533-2537

Clustering Algorithm Analysis of Web Users with Dissimilarity and SOM Neural Networks

Xiao Qiang1, Qian Xiao-dong2, Liao Hui3

1School of Economics and management, Lanzhou Jiaotong University, Lanzhou; China
22, Lanzhou Jiaotong University Graduate School, Lanzhou; China
3School of Economics and management, Lanzhou Jiaotong University, Lanzhou; China

Abstract—To effectively organize and analyze massive web information, design a web user’s clustering mining algorithm. SOM neural network algorithm has lots of disadvantages, to solve the data clustering, propose a new method that uses D-SOM (Dissimilarity-Self Organizing feature Mapping) algorithm, for clustering web user’s. This algorithm can estimate the center and number of clustering data set by dissimilarity computing, optimize SOM neural network learning and improve clustering effect. Through design the experiment, these web data are collected and processed by D-SOM algorithm Experimental results verify which D-SOM clustering algorithm has better clustering accuracy and imore efficient than SOM neural network algorithm.

Index Terms—Clustering; Dissimilarity; Self Organizing feature Mapping; E-commerce

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Cite: Xiao Qiang, Qian Xiao-dong, Liao Hui, "Clustering Algorithm Analysis of Web Users with Dissimilarity and SOM Neural Networks," Journal of Software vol. 7, no. 11, pp. 2533-2537, 2012.

General Information

  • ISSN: 1796-217X (Online)
  • Frequency:  Quarterly
  • Editor-in-Chief: Prof. Antanas Verikas
  • Executive Editor: Ms. Yoyo Y. Zhou
  • Abstracting/ Indexing: DBLP, EBSCO, CNKIGoogle Scholar, ProQuest, INSPEC(IET), ULRICH's Periodicals Directory, WorldCat, etc
  • E-mail: jsweditorialoffice@gmail.com
  • APC: 500USD
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