A new method to compute semantic orientation

Jisuanji Yanjiu yu Fazhan/Computer Research and Development

Volumn 46, Issue 10, 2009, Pages 1713-1720

  Du, Weifu ^a,b   Tan, Songbo ^b   Yun, Xiaochun ^b   Cheng, Xueqi ^b  

^a HARBIN INSTITUTE OF TECHNOLOGY   (China)

^b INSTITUTE OF COMPUTING TECHNOLOGY   (China)

Author keywords

Chinese information processing; Computer application; Semantic orientation; Sentiment classification; Simulated annealing algorithm

Indexed keywords

BUSINESS INTELLIGENCE; CHINESE INFORMATION PROCESSING; COMPUTING FRAMEWORKS; EMOTIONAL INFORMATION; FUNCTION OPTIMIZATION; NEW APPROACHES; PERSONAL EXPERIENCE; PUBLIC OPINIONS; SEMANTIC ORIENTATION; SENTIMENT ANALYSIS; SENTIMENT CLASSIFICATION; SIMULATED ANNEALING ALGORITHMS; UNDIRECTED GRAPH; USER-GENERATED CONTENT; WORD GRAPHS; WORD SIMILARITY;

ALGORITHMS; ANNEALING; COMPUTER APPLICATIONS; COMPUTER SCIENCE; DATA PROCESSING; FLUORINE CONTAINING POLYMERS; INTERNET; MINING; SEMANTICS;

SIMULATED ANNEALING;

EID: 70749156967     PISSN: 10001239     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (13)

1. Tumey P. Thumbs up or thumbs down? semantic orientation applied to unsupervised classification of reviews[C]//Proc of the 40th Annual Meeting of the Association for Computational Linguistics. New York: ACM, 2002: 417-424
2. Pang B, Lee L, Shivakumar V. Thumbs up? sentiment classification using machine learning techniques[C]//Proc of the 2002 Conf on Empirical Methods in Natural Language Processing. Stroudsburg, PA, USA: ACL, 2002: 79-86
3. Wiebe J M. Learning subjective adjectives from corpora[C]//Proc of the 17th National Conf on Artificial Intelligence. Menlo Park: AAAI Press, 2000: 735-740
4. Hatzivassiloglou V, McKeown K R. Predicting the semantic orientation of adjectives[C]//Proc of the 35th Annual Meeting of the Association for Computational Linguistics and the 8th Conf of the European Chapter of the Association for Computational Linguistics. Stroudsburg, PA, USA: ACL, 1997: 174-181
5. Turney P, Littman M. Measuring praise and criticism: inference of semantic orientation from association[J]. ACM Trans on Information Systems, 2003, 21(4): 315-346
6. Zhu Yanlan, Min Jin, Zhou Yaqian, et al. Semantic orientation computing based on HowNet[J]. Journal of Chinese Information, 2006, 20(1): 14-20 (in Chinese)
7. Pang B, Lee L. A sentimental education: Sentiment analysis using subjectivity summarization based on minimum cuts[C]//Proc of the 42nd Annual Meeting on Association for Computational Linguistics. Stroudsburg, PA, USA: ACL, 2004: 271-278
8. Takamura H, Inui T, Okumura M. Extracting semantic orientations of words using Spin Model[C]//Proc of the 43rd Annual Meeting of the ACL. Stroudsburg, PA, USA: ACL, 2005: 133-140
9. Kamps J, Marx M, Mokken R J, et al. Using WordNet to measure semantic orientation of adjectives[C]//Proc of LREC-04, 4th Int Conf on Language Resources and Evaluation. Lisbon: LREC, 2004: 1115-1118
10. Bollegala D, Matsuo Y, Ishizuka M. Measure semantic similarity between words using Web search engines[C]//Proc of the16th Int World Wide Web Conf. Banff: WWW, 2007: 757-766
11. Dong Zhendong. HowNet[DB/OL].[2008-01-27]. http://www.keenage.comU
12. Liu Qun, Li Sujian. Word similarity computing based on HowNet[J]. Computational Linguistics and Chinese Language Processing, 2002, (7): 59-76
13. Christos H P. Computational Complexity[M]. New York: Addision-Wesley, 1994: 50-60