期刊文献+

相关性计算在情感分析上的应用 预览

Correlation Calculate and Its Application to Sentiment Analysis
在线阅读 下载PDF
分享 导出
摘要 基于相关性算法对情感数据进行了分析、介绍了情感分析的定义和所用到的技术,以及统计学中相关性分析的基本概念。接着介绍了3种相关性算法,并用简单线性相关性算法,实现了对情感数据相关性的分析和验证。最后通过分析历史数据的相关性,对事物的发展趋势进行预测。 This paper analyzes sentiment's data base on correlation algorithm. Firstly, this paper introduces the definition of sentiment analysis and its technique being used. Then, there introduces basic concept of correlation analysis in Statistics. After that, there simply introduces three kinds of correlation algorithm, and have analyzed and verified the correlation of Emotional data by Simple Linear Correlation Coefficient. Finally, predicted the trend of the development of things through the correlation analysis of historical data.
作者 赵小永 赵政文 Zhao Xiaoyong, Zhao Zhengwen(Computer Collage of Northwestern Polytechnical University, Xi'an 710072, China)
出处 《微型电脑应用》 2011年第12期 39-41,70,共4页 Microcomputer Applications
关键词 情感分析 相关性计算 情感趋势预测 Sentiment Analysis Correlation Calculate Sentiment Trend Predict
  • 相关文献

参考文献1

二级参考文献78

  • 1Hatzivassiloglou V,McKeown KR.Predicting the semantic orientation of adjectives.In:Proc.of the EACL'97.Morristown:ACL,1997.174-181. 被引量:1
  • 2Huang XJ,Zhao J.Sentiment analysis for Chinese text.Communications of CCF,2008,4(2) (in Chinese with English abstract). 被引量:1
  • 3Yao TF,Cheng XW,Xu FY,Uszkoreit H,Wang R.A survey of opinion mining for texts.Journal of Chinese Information Processing,2008,22(3):71-80 (in Chinese with English abstract). 被引量:1
  • 4Pang B,Lee L.Opinion mining and sentiment analysis.Foundations and Trends in Information Retrieval,2008,2(1-2):1-135.[doi:10.1561/1500000011]. 被引量:1
  • 5Zhou LZ,He YK,Wang JY.Survey on research of sentiment analysis.Journal of Computer Applications,2008,28(11):2725-2728 (in Chinese with English abstract). 被引量:1
  • 6Rao D,Ravichandran D.Semi-Supervised polarity lexicon induction.In:Lascarides A,ed.Proc.of the EACL 2009.Morristown:ACL,2009.675-682. 被引量:1
  • 7Wiebe J.Learning subjective adjectives from corpora.In:Schultz AC,ed.Proc.of the AAAI.Menlo Park:AAAI Press,2000.735-740. 被引量:1
  • 8Riloff E,Wiebe J.Learning extraction patterns for subjective expressions.In:Collins M,Steedman M,eds.Proc.of the EMNLP 2003.Morristown:ACL,2003.105-112. 被引量:1
  • 9Turney P,Littman ML.Measuring praise and criticism:Inference of semantic orientation from association.ACM Trans.on Information Systems,2003,21(4):315-346.[doi:10.1145/944012.944013]. 被引量:1
  • 10Kim SM,Hovy E.Automatic detection of opinion bearing words and sentences.In:Carbonell JG,Siekmann J,eds.Proc.of the IJCNLP 2005.Morristown:ACL,2005.61-66. 被引量:1

共引文献313

投稿分析

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 意见反馈