Mining multilingual opinions through classification and translation

AAAI Spring Symposium - Technical Report

Volumn SS-04-07, Issue , 2005, Pages 146-149

  Shanahan, James G ^a   Grefenstette, Gregory ^a   Qu, Yan ^a   Evans, David A ^a  

^a Clairvoyance Corporation   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DISCUSSION BOARDS; HUMAN-INTENSIVE CONSTRUCTION; MULTILINGUAL SETTING;

DECISION THEORY; FEEDBACK; WEBSITES;

LINGUISTICS;

EID: 32944475894     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (16)

1. Das, S. R. and Chen, M. Y. (2001) Yahoo! for Amazon: Sentiment parsing from small talk on the web. In Proceedings of the 8th Asia Pacific Finance Association Annual Conference.
2. Dave, K., Lawrence, S., and Pennock, D. (2003) Mining the Peanut Gallery: Opinion Extraction and Semantic Classification for Product Reviews. In Proceedings of the International World Wide Web Conference, pages 519-528.
3. Evans, D. A. and Lefferts, R. G. (1995) CLARIT-TREC Experiments. Information Processing and Management, 31(3):385-395.
4. Keerthi, S. S., Shevade, S.K., Bhattacharyya, C., Murthy, K.R.K. (1999) Improvements to Platt's SMO algorithm for SVM classifier design. Technical report, Dept of CSA, IISc, Bangalore, India.
5. Liu, H., Lieberman, H., and Selker, T. (2003) A model of textual affect sensing using real-world knowledge. In Proceedings of the Seventh International Conference on Intelligent User Interfaces, pages 125-132.
6. Morinaga, S., Yamanishi, K., Tateishi, K., and Fukushima, T. (2002) Mining product reputations on the web. In Proceedings of KDD.
7. Pang, B., Lee, L., and Vaithyanathan, S. (2002). Thumbs up? Sentiment classification using machine learning techniques. In Proceedings of the 2002 Conference on Empirical Methods in Natural Language Processing (EMNLP), pages 79-86.
8. Porter, M. F. (1980) An algorithm for suffix stripping. Program, 14(3):130-137.
9. Qu, Y. Grefenstette, G., Evans, D. A., (2002) Resolving Translation Ambiguity using Monolingual Corpora. In Peters, C., Braschler, M., Gonzalo, J., and Kluck, M. (eds.): Advances in Cross-Language Information Retrieval, Third Workshop of the Cross-Language Evaluation Forum, CLEF 2002. Revised Papers, Lecture Notes in Computer Science 2785, Springer.
10. Teufel, S. and Moens, M. (2002) Summarizing Scientific Articles - Experiments with Relevance and Rhetorical Status. In Computational Linguistics, 28 (4).
11. Salton, G., (1983) Introduction to Modern Information Retrieval, Verlag: McGraw Hill, New York.
12. Sano, M. (2003) An Affect-based Text Mining System for Qualitative Analysis of Japanese Free Text, Submitted to IPS Japan DBWeb 2003.
13. Shanahan, J. G., and Roma, N. (2003) Improving SVM Text Classification Performance through Threshold Adjustment, European Conference on Machine Learning (ECML), pages 361-372.
14. Subasic, P. and Huettner, A. (2000) Affect Analysis of Text Using Fuzzy Semantic Typing, FUZZ-IEEE San Antonio, May.
15. Vapnik, V. (1995). The Nature of Statistical Learning Theory, Springer-Verlag.
16. Wiebe, J. (2000) Learning subjective adjectives from corpora. In Proceedings of AAAI/IAAI 2000, pages 735-740.