期刊文献+

基于电商平台商品评价的情感分类研究 被引量:1

下载PDF
导出
摘要 随着互联网行业的蓬勃发展,网络购物已经成为核心零售渠道之一,越来越多的综合类电商企业开始出现。获取电商平台中发表的有关商品评价的内容并进行分析将成为商家获取商品反馈信息的有效手段。本文将采用朴素贝叶斯分类方法,对来自各大电商的某知名电器品牌商品评价进行情感分析,帮助引导企业全产业链条的持续改进。
作者 王菲 刘云飞
出处 《信息系统工程》 2017年第9期115-116,共2页
  • 相关文献

参考文献3

二级参考文献24

  • 1唐慧丰,谭松波,程学旗.基于监督学习的中文情感分类技术比较研究[J].中文信息学报,2007,21(6):88-94. 被引量:136
  • 2PANG B,LEE L,VAITHYANATHAN S.Thumbs up? sentiment classification using machine learning techniques [C]// Proceedings of the 2002 Conference on Empirical Methods in Natural Language Processing.Stroudsburg:Association for Computational Linguistics,2002:79-86.
  • 3LIU B.Sentiment analysis and opinion mining [J].Synthesis Lectures on Human Language Technologies,2012,5(1):1-167.
  • 4PAK A,PAROUBEK P.Twitter as a corpus for sentiment analysis and opinion mining [C]// LREC 2010:Proceedings of the 2010 International Conference on Language Resources and Evaluation.Paris:European Language Resources Association,2010:17-23.
  • 5SOMPRASERTSRI G,LALITROJWONG P.Mining feature-opinion in online customer reviews for opinion summarization [J].Journal of Universal Computer Science,2010,16(6):938-955.
  • 6KIM S M,HOVY E.Identifying and analyzing judgment opinions [C]// Proceedings of the 2006 Main Conference on Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics.Stroudsburg:Association for Computational Linguistics,2006:200-207.
  • 7GOUJON B.Text mining for opinion target detection [C]// Proceedings of the 2011 European Intelligence and Security Informatics Conference.Piscataway:IEEE Press,2011:322-326.
  • 8HU M,LIU B.Mining and summarizing customer reviews [C]// KDD'04:Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining.New York:ACM Press,2004:168-177.
  • 9POPESCU A,ETZIONI O.Extracting product features and opinions from reviews [C]// HLT'05:Proceedings of the 2005 Conference on Human Language Technology and Empirical Methods in Natural Language Processing.Stroudsburg:Association for Computational Linguistics,2005:339-346.
  • 10WIEBE J,BRUCE R,BELL M,et al.A corpus study of evaluative and speculative language [C]// Proceedings of the Second SIGdial Workshop on Discourse and Dialogue.Stroudsburg:Association for Computational Linguistics,2001:1-10.

共引文献67

同被引文献21

引证文献1

二级引证文献5

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部