汉语句子语义极性分析和观点抽取方法的研究

被引:60
作者
娄德成
姚天昉
机构
[1] 上海交通大学计算机科学与工程系
关键词
语义极性; 网络评论; 句法分析;
D O I
暂无
中图分类号
TP391.1 [文字信息处理];
学科分类号
摘要
利用自然语言处理技术,对中文网络评论语句进行语义极性分析和观点抽取。提出了计算词语上下文极性的算法,并且分析主题和修饰成分的匹配关系。最后与手工标注结果进行比较,通过实验证明了该算法的合理性和有效性。
引用
收藏
页码:2622 / 2625
页数:4
相关论文
共 6 条
  • [1] Towards answering op inion questions: separating facts from op inions and identifying the polarity of op inion sentences. YU H,HATZIVSSILOGLOU V. Proceedings of the 2003 Conference on Emp iricalMethods in Natural Language Processing[C] . 2003
  • [2] Thumbs up or thumbs down?Semantic orientation applied to unsupervised classification of reviews[A]. TURNEY PD. Proceedings of the Association forComputationalLinguistics 40 th AnniversaryMeeting . 2002
  • [3] Sentiment m ining in W ebFountain[A]. YI J,NIBLACK W. Proceedings of the 21 st International Conference on Data Engineering(ICDE 2005 ) . 2005
  • [4] Measuring praise and criticism: inference of semantic orientation from association. TURNEY PD,LITTMAN ML. ACM Transactions on Information System . 2003
  • [5] Op inion observer: analyzing and comparing op inions on the web. LIU B,HUM. InternationalW orldW ideW eb Conference Comm ittee (IW 3C2 ) . 2005
  • [6] Polarity classification of celebrity coverage in the Chinese press[A]. TSOU BKY,YUEN RWM. International Conference on Intelligence Analysis . 2005