Volume 9 Number 9 (Sep. 2014)
Home > Archive > 2014 > Volume 9 Number 9 (Sep. 2014) >
JSW 2014 Vol.9(9): 2246-2250 ISSN: 1796-217X
doi: 10.4304/jsw.9.9.2246-2250

Wikipedia Based Approach for Clustering Keyword of Reviews

Ming Jiang1, 2, Wencao Yan1, 2, Xingqi Wang1, 2, Jingfan Tang1, 2, Chunming Wu3
1Institute of Software and Intelligent Technology, Hangzhou Dianzi University, Hangzhou, 310018, China
2Zhejiang Provincial Engineering Center on Media Data Cloud Processing and Analysis, Hangzhou Dianzi University, Hangzhou, 310018, China
3College of Computer Science and Technology, Zhejiang University, Hangzhou, 310027, China

Abstract—A novel method based on Wikipedia for clustering keyword of reviews is proposed. Users can quickly finding the themes they interest through it. First the method extracts keywords, then calculates word similarity based on Wikipedia to generate similarity matrix, finally uses k-means to cluster. The performance is better than the methods which based on How-net and Word-net. The accuracy is around 77%.

Index Terms—Wikipedia, keyword of reviews, semantic similarity, similarity matrix, cluster


Cite: Ming Jiang, Wencao Yan, Xingqi Wang, Jingfan Tang, Chunming Wu, "Wikipedia Based Approach for Clustering Keyword of Reviews," Journal of Software vol. 9, no. 9, pp. 2246-2250, 2014.

General Information

ISSN: 1796-217X (Online)
Frequency: Monthly
Editor-in-Chief: Prof. Antanas Verikas
Executive Editor: Ms. Yoyo Y. Zhou
Abstracting/ Indexing: DBLP, EBSCO, ProQuest, INSPEC, ULRICH's Periodicals Directory, WorldCat, etc
E-mail: jsw@iap.org
  • Aug 21, 2019 News!

    Papers published in JSW Vol 14, No 1- Vol 14 No 8 have been indexed by DBLP     [Click]

  • Jun 25, 2019 News!

    Vol.13, No.9 has been indexed by EI (Inspec).   [Click]

  • Aug 01, 2018 News!

    [CFP] 2019 the annual meeting of JSW Editorial Board, ICCSM 2019, will be held in Barcelona, Spain, July 14-16, 2019.   [Click]

  • Jul 10, 2019 News!

    Vol 14, No.8 has been published with online version 4 original aritcles from 2 countries are published in this issue.    [Click]

  • Jul 22, 2019 News!

    Welcome Prof Ferhat Khendek from Canada to join the Editorial board of JSW    [Click]