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  • 标题:A Novel Approach Based on Topic Modeling for Clone Group Mapping
  • 本地全文:下载
  • 作者:Ruixia Zhang ; Liping Zhang ; Huan Wang
  • 期刊名称:Computer Science & Information Technology
  • 电子版ISSN:2231-5403
  • 出版年度:2015
  • 卷号:5
  • 期号:2
  • 页码:213-222
  • DOI:10.5121/csit.2015.50218
  • 出版社:Academy & Industry Research Collaboration Center (AIRCC)
  • 摘要:Clone group mapping has a very important significance in the evolution of code clone. The topicmodeling techniques were applied into code clone firstly and a new clone group mapping methodwas proposed. By using topic modeling techniques to transform the mapping problem ofhigh-dimensional code space into a low-dimensional topic space, the goal of clone groupmapping was indirectly reached by mapping clone group topics. Experiments on four open sourcesoftware show that the recall and precision are up to 0.99, thus the method can effectively andaccurately reach the goal of clone group mapping.
  • 关键词:code clone; software evolution; topic; topic modeling; clone group mapping
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