Computer Science ›› 2016, Vol. 43 ›› Issue (Z6): 435-439.doi: 10.11896/j.issn.1002-137X.2016.6A.103

Previous Articles     Next Articles

Opinion Analysis and Recognition of Comparative Sentences in User Views

WU Chen and WEI Xiang-feng   

  • Online:2018-11-14 Published:2018-11-14

Abstract: There are many opinions of narrators in the comparative results of comparative sentences which come from the content of user views on the internet.This paper summarized some usual conceptual collocations in ten kinds of comparative sentences.We proposed a method of recognizing comparative sentences and analyzing the opinion of a comparative sentence based on the semantic chunks of a sentence.An experiment was done by analyzing the corpus in the 4th Chinese Opinion Analysis Evaluation,which requires recognizing comparative sentences and analyzing the opinion and elements in a comparative sentence.The experimental results are both better than the average of all systems in the evaluation.

Key words: User views,Comparative sentences,Opinion analysis,Conceptual collocation

[1] 宋锐,林鸿飞,常富洋.中文比较句识别及比较关系抽取[J].中文信息学报,2009,23(2):102-107,2
[2] 陈珺,周小兵.比较句语法项目的选取和排序[J].语言教学与研究,2005(2):22-33
[3] 许国萍.现代汉语差比范畴研究[M].上海:学林出版社,2007
[4] 车竞.现代汉语比较句论略[J].湖北师范学院学报,2005(3):60-63
[5] 刘焱.现代汉语比较范畴的语义认知基础[M].上海:学林出版社,2004
[6] 黄小江,万小军,杨建武,等.汉语比较句识别研究[J].中文信息学报,2008,22(5):30-37
[7] 黄高辉,姚天昉,刘全升.基于CRF算法的汉语比较句识别和关系抽取[J].计算机应用研究,2010,27(6):2061-2064
[8] 李建军.比较句与比较关系识别研究及其应用[D].重庆:重庆大学,2011
[9] 杜文韬,刘培玉,费绍栋,等.基于关联特征词表的中文比较句识别[J].计算机应用,2013,33(6):1591-1594
[10] 张辰,冯冲,刘全超,等.基于多特征融合的中文比较句识别算法[J].中文信息学报,2013,27(6):110-116
[11] 王素格,王凤霞,宋雅.基于序列模式的汉语比较句识别方法[J].山西大学学报(自然科学版),2013,36(2):172-179
[12] 王凤霞.比较句识别及观点要素抽取方法研究[D].太原:山西大学,2013
[13] 周红照,侯明午,侯敏,等.基于语义分类的比较句识别与比较要素抽取研究[J].中文信息学报,2014,28(3):136-141,9
[14] Jindal N,Liu Bing.Identifying comparative sentences in textdocuments[C]∥Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval,2006.New York:ACM Press,2006:244-251
[15] Jindal N,Liu Bing.Mining comparative sentences and relations[C]∥Proceedings of the 21st National Conference on Artificial Intelligence,2006.Boston:AAAI Press,2006:1331-1336
[16] Feldman R,Fresko M,Goldenberg J.Extracting product comparisons from discussion boards[C]∥Proceedings of the 7th IEEE International Conference on Data Mining,2007.Washington DC:IEEE Computer Society,2007:469-474
[17] Sun Jian-tao,Wang Xuan-hui,Shen Dou,et al.CWS:a comparative web search system[C]∥Proceedings of the 15th International Conference on World Wide Web,2006.New York:ACM Press,2006:467-476
[18] 苗传江.HNC(概念层次网络理论)导论[M].北京:清华大学出版社,2005

No related articles found!
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
No Suggested Reading articles found!