A semantic classification approach for online product reviews

Proceedings - 2005 IEEE/WIC/ACM InternationalConference on Web Intelligence, WI 2005

Volumn 2005, Issue , 2005, Pages 276-279

  Wang, Chao ^a   Lu, Jie ^a   Zhang, Guangquan ^a  

^a UNIVERSITY OF TECHNOLOGY SYDNEY   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION (OF INFORMATION); COMPUTER SIMULATION; DECISION MAKING; ELECTRONIC COMMERCE; HEURISTIC METHODS; INFORMATION RETRIEVAL; ONLINE SEARCHING; PROBLEM SOLVING;

ONLINE PRODUCT REVIEWS; SEMANTIC CLASSIFICATION; SEMANTIC ORIENTATIONS;

SEMANTICS;

EID: 33748873960     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WI.2005.12     Document Type: Conference Paper

References (13)

1. V. Hatzivassiloglou and K. R. McKeown, "Predicting the semantic orientation of adjectives" in Proc. of 8th EACL, 1997
2. P. D. Turney, "Thumbs Up or Thumbs Down? Semantic Orientation Applied to Unsupervised Classification of Reviews," in Proceedings of the 40th ACL, 2002, pp. 417-424.
3. T. M. Mitchell, Machine Learning. New York: McGraw-Hill, 1997.
4. K. Nigam, A. Kachites McCallum, S. Thrun, and T. Mitchell, "Text classification from labeled and unlabeled documents using EM" Machine Learning, vol. 39, pp. 103-134, 2000.
5. M. A. Hearst, "Direction-based text interpretation as an information access refinement " in Text-based intelligent systems: current research and practice in information extraction and retrieval Lawrence Erlbaum Associates, Inc., 1992 pp. 257-274
6. B. Pang, L. Lee, and S. Vaithyanathan, "Thumbs up? Sentiment Classification Using Machine Learning Techniques," in Proceedings of EMNLP 2002.
7. K. Dave, S. Lawrence, and D. M. Pennock, "Mining the peanut gallery: opinion extraction and semantic classification of product reviews" in Proceedings of the 12th WWW, 2003.
8. P. Subasic and A. Huettner, "Affect analysis of text using fuzzy semantic typing," Fuzzy Systems, IEEE Transactions on, vol. 9, pp. 483-496, 2001.
9. H. Liu, H. Lieberman, and T. Selker, "A model of textual affect sensing using real-world knowledge" in Proceedings of the 8th IUI, ACM Press, 2003 pp. 125-132
10. M. Hu and B. Liu, "Mining and summarizing customer reviews" in Proceedings of the 2004 SIGKDD, 2004 pp. 168-177
11. C. Fellbaum, WordNet: an Electronic Lexical Database: MIT Press, 1998.
12. http://nlp.stanford.edu/software/tagger.shtml
13. A. K. McCallum, "Bow: A toolkit for statistical language modeling, text retrieval, classification and clustering," http://www.cs.cmu.edu/ ~mccallum/bow, 1996.