Sentiment analysis with knowledge resource and NLP tools

International Journal of Interdisciplinary Social Sciences

Volumn 4, Issue 5, 2009, Pages 17-28

  Piao, Scott ^a   Tsuruoka, Yoshimasa ^a   Ananiadou, Sophia ^a  

^a UNIVERSITY OF MANCHESTER   (United Kingdom)

Author keywords

Frame Analysis; Natural Language Processing; Sentiment Analysis; Subjectivity Lexicon; Text Mining

Indexed keywords

EID: 78049240260     PISSN: 18331882     EISSN: None     Source Type: Journal    
DOI: 10.18848/1833-1882/cgp/v04i05/52902     Document Type: Review

References (20)

1. Ananiadou, S., D. Weissenbacher, B. Rea, E. Pieri, Y. Lin, F. Vis, R. Procter and P. Halfpenny (2009). Supporting Frame Analysis using Text Mining. In Proceedings of the 5th International Conference on e-Social Science.
2. Ananiadou, S., N. Okazaki, R. Procter, B. Rea, and J. Thomas (2009). Supporting Systematic Reviews using Text Mining. Social Science Computer Review, doi: 10.1177/0894439309332293.
3. Ding, X. and B. Liu (2007). The Utility of Linguistic Rules in Opinion Mining. SIGIR-2007, Amsterdam, Netherlands, pp. 23-27.
4. Esuli, A. and F. Sebastiani (2006). Sentiwordnet: A Publicly Available Lexical Resource for Opinion Mining. In Proceedings of the 5th Conference on Language Resources and Evaluation (LREC'06), pp. 417-422, Geneva, IT.
5. Kennedy, A. and D. Inkpen (2006). Sentiment Classification of Movie Reviews Using Contextual Valence Shifter. Computational Intelligence, 22(2). pp.110-125. (Pubitemid 43787303)
6. Pang, B. and L. Lee (2004). A Sentimental Education: Sentiment Analysis Using Subjectivity Summarisation Based on Minimum Cuts. In Proceedings of ACL 2004, pp. 271-278, Barcelona, Spain.
7. Pang, B. and L. Lee (2008). Opinion Mining and Sentiment Analysis. In Information Retrieval, 2(1-2). pp. 1-135. Doi: 10.1561/1500000001.
8. Quirk, R., S. Greenbaum, G. Leech and J. Svartvik (1985). A Comprehensive Grammar of the English Language. Longman.
9. Rhoades, Kathleen M. (2004). Testing in the News: A Frame Analysis of Educational Testing News. Boston College Dissertations and Theses. Paper AAI3161722. http://escholarship.bc.edu/dis-sertations/AAI3161722.
10. Riloff, E., J. Wiebe and T. Wilson (2003). Learning Subjective Nouns Using Extraction Pattern Bootstrapping. In Proceedings of the Seventh Conference on Natural Language Learning (CoNLL-03). ACL SIGNLL.
11. Riloff, E. and J. Wiebe (2003). Learning Extraction Patterns for Subjective Expressions. In Proceedings of Conference on Empirical Methods in Natural Language Processing (EMNLP-03). ACL SIGDAT.
12. Shaikh, M. A. M., H. Prendinger and M. Ishizuka (2007). An Analytical Approach to Assess Sentiment of Text. In Proceedings of International Conference on Computer and Information Technology (ICCIT2007), Dhaka, Bangladesh. pp. 1-6.
13. Shaikh, M. A. M., H. Prendinger and M. Ishizuka (2008). Sentiment Assessment of Text by Analyzing Linguistic Features and Contextual Valence Assignment. Applied Artifcial Intelligence, 22(6), pp. 558-601.
14. Stone, P. J., D. C. Dunphy, M. S. Smith and D. M. Ogilvie (eds.) (1966). The General Inquirer: A Computer Approach to Content Analysis. MIT Press, Cambridge, MA.
15. Tsuruoka, Y., J. Tsujii and S. Ananiadou (2009). Fast Full Parsing by Linear-Chain Conditional Random Fields. In Proceedings of European Chapter of the Association for Computational Linguistics (EACL), Athens, Greece.
16. Turney, P. D. (2002). Thumbs Up or Thumbs Down? Semantic Orientation Applied to Unsupervised Classification of Reviews. In Proceedings of the 40th Annual Meeting on Association for Computational Linguistics (ACL-02), Pennsylvania, Philadelphia, pp. 417-424.
17. Wiebe, J, E. Breck, C. Buckley, C. Cardie, P. Davis, B. Fraser, D. Litman, D. Pierce, E. Riloff, T. Wilson, D. Day and M. Maybury (2003). REcognizing and Organizing Opinions Expressed in the World Press. In Proceedings of 2003 AAAI Spring Symposium on New Directions in Question Answering.
18. Wiebe, J., T. Wilson and C. Cardie (2005). Annotating Expressions of Opinions and Emotions in Language. Language Resources and Evaluation (formerly Computers and the Humanities) 1(2).
19. Wiebe, J., T. Wilson, R. Bruce, M. Bell and M. Martin (2004). Learning Subjective Language. In Computational Linguistics, 30(3). pp. 277-308. (Pubitemid 41461901)
20. Wilson, T., J. Wiebe and P. Hoffmann (2005). Recognizing Contextual Polarity in Phrase-Level Sentiment Analysis. In Proceedings of HLT-EMNLP-2005, Vancouver, CA.