[1]皇甫璐雯,毛文吉.一种基于OCC模型的文本情感挖掘方法[J].智能系统学报,2017,12(5):645-652.[doi:10.11992/tis.201312032]
 HUANGFU Luwen,MAO Wenji.OCC-model-based text-emotion mining method[J].CAAI Transactions on Intelligent Systems,2017,12(5):645-652.[doi:10.11992/tis.201312032]
点击复制

一种基于OCC模型的文本情感挖掘方法

参考文献/References:
[1] CHEN, Hsinchun. AI and opinion mining, part 2[J]. IEEE intelligentsystems, 2010, 25(4):72-79.
[2] CHEN, Hsinchun, DAVID Z. AI and opinion mining[J]. IEEE intelligentsystems, 2010, 25(3):74-80.
[3] PANG B, LEE L, VAITHYANATHAN S. Thumbs up?:sentiment classification using machine learning techniques[C]//Proceedings of the ACL-02 Conference on Empirical Methods in Natural Language Processing-Volume 10. Stroudsburg,USA, 2002:79-86.
[4] TURNEY P D. Thumbs up or thumbs down?:semantic orientation applied to unsupervised classification of reviews[C]//Proceedings of the 40th Annual Meeting on Association for Computational Linguistics. Stroudsburg, USA, 2002:417-424.
[5] WIEBE J, WILSON T, BRUCE R, et al. Learning subjective language[J]. Computational linguistics, 2004, 30(3):277-308.
[6] ATTARDI G, SIMI M. Blog Mining through opinionated words[C]//Fifteenth Text Retrieval Conference, Trec 2006.Gaithersburg, USA, 2006.
[7] HATZIVASSILOGLOU V, WIEBE J M. Effects of adjective orientation and gradability on sentence subjectivity[C]//Proceedings of the 18th Conference on Computational Linguistics-Volume 1. Stroudsburg, USA, 2000:299-305.
[8] RILOFF E, WIEBE J, WILSON T. Learning subjective nouns using extraction pattern bootstrapping[C]//Proceedings of the Seventh Conference on Natural Language Learning at HLT-NAACL 2003-Volume 4. Stroudsburg,USA,2003:25-32.
[9] HU M, LIU B. Mining and summarizing customer reviews[C]//Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. ACM, 2004:168-177.
[10] HU M, LIU B. Mining opinion features in customer reviews[C]//AAAI. 2004, 4(4):755-760.
[11] ZHANG C, ZENG D, LI J, et al. Sentiment analysis of Chinese documents:from sentence to document level[J]. Journal of the American society for information science and technology, 2009, 60(12):2474-2487.
[12] READ J. Recognising affect in text using pointwise-mutual information[D]. Brighton:University of Sussex,2004:1-29.
[13] MISHNE G. Experiments with mood classification in blog posts[C]//Proceedings of ACM SIGIR 2005 Workshop on Stylistic Analysis of Text for Information Access. Stroudsburg,USA, 2005:19.
[14] ALM C O, ROTH D, SPROAT R. Emotions from text:machine learning for text-based emotion prediction[C]//Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing. Association for Computational Linguistics,2005:579-586.
[15] FENG S, WANG D, YU G, et al. Extracting common emotions from blogs based on fine-grained sentiment clustering[J]. Knowledge and information systems, 2011, 27(2):281-302.
[16] KESHTKAR F, INKPEN D. Using sentiment orientation features for mood classification in blogs[C]//Proceedings of the IEEE International Conference on Natural Language Processing and Knowledge Engineering (IEEE NLP-KE 2009).Dalian, China, 2009.
[17] SHAIKH M A M. An analytical approach for affect sensing from text[D]. Toyko:University of Tokyo,2008:1-111.
[18] YANG C, LIN K H Y, CHEN H H. Building emotion lexicon from weblog corpora[C]//Proceedings of the 45th Annual Meeting of the ACL on Interactive Poster and Demonstration Sessions. Stroudsburg, USA, 2007:133-136.
[19] MAO Y, LEBANON G. Sequential models for sentiment prediction[C]//ICML Workshop on Learning in Structured Output Spaces. Pittsburgh, USA, 2006.
[20] FRIJDA N H. The emotions[M]. New York:Cambridge University Press, 1986.
[21] ORTONY A. The cognitive structure of emotions[M]. New York:Cambridge University Press, 1990.
[22] LAZARUS R S. Emotion and adaptation[M]. New York:Oxford University Press, 1991.
[23] SCHERER K R, SCHORR A E, JOHNSTONE T E. Appraisal processes in emotion:theory, methods, research[M]. New York:Oxford University Press, 2001.
相似文献/References:
[1]曲昭伟,吴春叶,王晓茹.半监督自训练的方面提取[J].智能系统学报,2019,14(4):635.[doi:10.11992/tis.201806006]
 QU Zhaowei,WU Chunye,WANG Xiaoru.Aspects extraction based on semi-supervised self-training[J].CAAI Transactions on Intelligent Systems,2019,14():635.[doi:10.11992/tis.201806006]

备注/Memo

收稿日期:2013-12-17。
基金项目:国家自然科学基金项目(61175040,71025001).
作者简介:皇甫璐雯,女,1988年生,硕士研究生,主要研究方向为社会媒体信息分析与处理、情感分析与观点挖掘;毛文吉,女,1968年生,研究员,博士生导师,主要研究方向为智能信息处理、人工智能、社会计算。
通讯作者:毛文吉.E-mail:wenji.mao@ia.ac.cn

更新日期/Last Update: 2017-10-25
Copyright © 《 智能系统学报》 编辑部
地址:(150001)黑龙江省哈尔滨市南岗区南通大街145-1号楼 电话:0451- 82534001、82518134 邮箱:tis@vip.sina.com