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文章基本信息

  • 标题:Wikipedia Based Approach for Clustering Keyword of Reviews
  • 本地全文:下载
  • 作者:Jiang, Ming ; Yan, Wencao ; Wang, Xingqi
  • 期刊名称:Journal of Software
  • 印刷版ISSN:1796-217X
  • 出版年度:2014
  • 卷号:9
  • 期号:9
  • 页码:2246-2250
  • DOI:10.4304/jsw.9.9.2246-2250
  • 语种:English
  • 出版社:Academy Publisher
  • 摘要: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%.
  • 关键词:wikipedia;keyword of reviews;semantic similarity;similarity matrix;cluster
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