Using morphological and syntactic structures for Chinese opinion analysis

EMNLP 2009 - Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: A Meeting of SIGDAT, a Special Interest Group of ACL, Held in Conjunction with ACL-IJCNLP 2009

Volumn , Issue , 2009, Pages 1260-1269

  Ku, Lun Wei ^a   Huang, Ting Hao ^a   Chen, Hsin Hsi ^a  

^a NATIONAL TAIWAN UNIVERSITY   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

EXTRACTION; SYNTACTICS;

F-SCORE; MORPHOLOGICAL INFORMATION; MORPHOLOGICAL STRUCTURES; OPINION ANALYSIS; SENTENCE EXTRACTION; SVM CLASSIFIERS; SYNTACTIC STRUCTURE;

NATURAL LANGUAGE PROCESSING SYSTEMS;

EID: 78650903684     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.3115/1699648.1699672     Document Type: Conference Paper

References (19)

1. Banea, C., Mihalcea, R., Wiebe, J. and Hassan, S. 2008. Multilingual Subjectivity Analysis Using Machine Translation. In Proceedings of Empirical Methods in Natural Language Processing (EMNLP 2008).
2. Bautin, M., Vijayarenu, L. and Skiena, S. 2008. International sentiment analysis for news and blogs. In Proceedings of the International Conference on Weblogs and Social Media (ICWSM).
3. Carenini, G., Ng, R. T. and Pauls, A. 2006. Interactive Multimedia Summaries of Evaluative Text. In Proceedings of the 11th International Conference on Intelligent User Interfaces (pp. 124-131), Sydney, Australia.
4. Cesarano, C., Picariello, A., Reforgiato, D. and Subrahmanian, V.S. 2007. The OASYS 2.0 Opinion Analysis System. Demo in Proceedings of International Conference on Weblogs and Social Media (pp. 313-314), Boulder, CO USA.
5. Chang, Chih-Chung and Lin, Chih-Jen. 2001. LIBSVM: a library for support vector machines, http://www.csie.ntu.edu.tw/~cjlin/libsvm
6. Chen, A., Xu, L., Gey, F.C. and Meggs, J. 1997. Chinese Text Retrieval without Using a Dictionary. ACM SIGIR Forum, Volume 31, Issue SI (pp. 42-49).
7. Cheng, X.-H. and Tian, X.-L. 1992. Modern Chinese. Bookman Books Ltd.
8. Dave, K., Lawrence, S., and Pennock, D.M. 2003. Mining the Peanut Gallery: Opinion Extraction and Semantic Classification of Product Reviews. In Proc. of the 12th International WWW Conference (pp. 519-528).
9. Kawai, Y., Kumamoto, T. and Tanaka, K. 2007. Fair News Reader: Recommending news articles with different sentiments based on user preference. In Proceedings of Knowledge-Based Intelligent Information and Engineering Systems (KES), No. 4692 in Lecture Notes in Computer Science (pp. 612-622).
10. Kim, S.-M. and Hovy, E. 2004. Determining the Sentiment of Opinions. In Proc. of the 20th ICCL (pp. 1367-1373).
11. Ku, L.-W. and Chen, H.-H. 2007. Mining Opinions from the Web: Beyond Relevance Retrieval. Journal of American Society for Information Science and Technology, Special Issue on Mining Web Resources for Enhancing Information Retrieval, 58(12), 1838-1850.
12. Lafferty, J., McCallum, A. and Pereira, F. 2001. Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data, In Proc. of ICML (pp.282-289).
13. Pang, B., Lee, L. and Vaithyanathan, S. 2002. Thumbs up? Sentiment Classification Using Machine Learning Techniques. In Proc. of the 2002 Conference on EMNLP (pp. 79-86).
14. Riloff, E. and Wiebe, J. 2003. Learning Extraction Patterns for Subjective Expressions. In Proc. of the 2003 Conference on EMNLP (pp. 105-112).
15. Seki, Y., Evans, D. K., Ku, L.-W., Sun, L., Chen, H.-H. and Kando, N. 2008. Overview of Multilingual Opinion Analysis Task at NTCIR-7. In Proceedings of the 7th NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, Question Answering, and Cross-Lingual Information Access.
16. Somasundaran, S., Ruppenhofer, J. and Wiebe, J. 2007. Detecting arguing and sentiment in meetings. Proceedings of the SIGdial Workshop on Discourse and Dialogue, 2007.8.6
17. Takamura, H., Inui, T. and Okumura, M. 2005. Extracting Semantic Orientations of Words Using Spin Model. In Proc. of the 43rd Annual Meeting of the ACL (pp. 133-140).
18. Tzeng, H. and Chen, K.-J. 2002. Design of Chinese Morphological Analyzer. In Proc. of the 1st SIGHAN Workshop on Chinese Language Processing, vol.18, 1-7.
19. Wiebe, J. 2000. Learning Subjective Adjectives from Corpora. In Proc. of the 17th National Conference on AAAI and Twelfth Conference on IAAI (pp. 735-740).