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计算机工程 ›› 2012, Vol. 38 ›› Issue (3): 178-179. doi: 10.3969/j.issn.1000-3428.2012.03.060

• 人工智能及识别技术 • 上一篇    下一篇

基于五元模型的中文句子情感倾向性判断

薛丽敏,肖 斌   

  1. (海军指挥学院浦口分院,南京 211800)
  • 收稿日期:2011-08-16 出版日期:2012-02-05 发布日期:2012-02-05
  • 作者简介:薛丽敏(1968-),女,副教授、硕士,主研方向:信息过滤,语义网,自然语言处理;肖 斌,助教、硕士

Discrimination for Chinese Sentence Sentiment Orientation Based on Quintuple Model

XUE Li-min, XIAO Bin   

  1. (Pukou Branch, Navy Command Academy, Nanjing 211800, China)
  • Received:2011-08-16 Online:2012-02-05 Published:2012-02-05

摘要: 针对中文句子情感倾向性判断问题,提出一种五元表示模型,给出句子级文本情感倾向性判断的定义及其主要任务,通过标注词性、制定句子情感倾向性判断规则,对具有代表性的特定句型进行分析。实验结果表明,与常用的支持向量机方法相比,该方法能够使句子情感倾向性判断更全面客观。

关键词: 情感倾向性, 五元模型, 标注, 语法角色

Abstract: According to the discrimination for Chinese sentence sentiment orientation, this paper puts forward a quintuple model, including a definition of discrimination for sentence sentiment orientation based on the model and its main task. It adopts labeling word characteristic, enacting sentence sentiment orientation estimation rules for several representative sentences. Experimental result proves these rules make the discrimination for sentence more comprehensive and objective.

Key words: sentiment orientation, quintuple model, label, grammatical role

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