Sentiment value propagation for an integral sentiment dictionary based on commonsense knowledge

Proceedings - 2011 Conference on Technologies and Applications of Artificial Intelligence, TAAI 2011

Volumn , Issue , 2011, Pages 75-81

  Wu, Hui Hsin ^a   Tsai, Angela Charng Rurng ^a   Tsai, Richard Tzong Han ^b   Hsu, Jane Yung Jen ^a  

^a NATIONAL TAIWAN UNIVERSITY   (Taiwan)

^b YUAN ZE UNIVERSITY   (Taiwan)

Author keywords

Commonsense knowledge; Sentiment analysis; Sentiment dictionary

Indexed keywords

COMMONSENSE KNOWLEDGE; CULTURAL DIFFERENCE; RESEARCH FIELDS; SELF-TRAINING; SENTIMENT ANALYSIS; SENTIMENT DICTIONARY; SOCIAL MEDIA; VOCABULARY SIZE;

ARTIFICIAL INTELLIGENCE;

DATA MINING;

EID: 84862943687     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/TAAI.2011.21     Document Type: Conference Paper

References (20)

1. C. Strapparava and A. Valitutti, "Wordnet-affect: an affective extension of wordnet," in Proceedings of the 4th International Conference on Language Resources and Evaluation, 2004.
2. A. Esuli and F. Sebastiani, "Sentiwordnet: A publicly available lexical resource for opinion mining," in Proceedings of the 5th International Conference on Language Resources and Evaluation, 2006.
3. Z. Dong and Q. Dong, Hownet And the Computation of Meaning. River Edge, NJ, USA: World Scientific Publishing Co., Inc., 2006.
4. E. Cambria, R. Speer, C. Havasi, and A. Hussain, "Senticnet: A publicly available semantic resource for opinion mining," in Proceedings of the 2010 AAAI Fall Symposium Series on Commonsense Knowledge, 2010.
5. L.-W. Ku, Y.-T. Liang, and H.-H. Chen, "Opinion extraction, summarization and tracking in news and blog corpora," in Proceedings of the 2006 AAAI Spring Symposium Series on Computational Approaches to Analyzing Weblogs, 2006.
6. M. M. Bradley and P. J. Lang, "Affective norms for english words (ANEW) instruction manual and affective ratings," Technical Report C-1, The Center for Research in Psychophysiology, 1999.
7. Y. Hu, X. Chen, and D. Yang, "Lyric-based song emotion detection with affective lexicon and fuzzy clustering method," in Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009.
8. P. Dodds and C. Danforth, "Measuring the happiness of large-scale written expression: Songs, blogs, and presidents," Journal of Happiness Studies, 2010.
9. S. Baccianella, A. Esuli, and F Sebastiani, "Sentiwordnet 3.0: An enhanced lexical resource for sentiment analysis and opinion mining," in Proceedings of the 7th International Conference on Language Resources and Evaluation, 2010.
10. E. Cambria, A. Hussain, C. Havasi, and C. Eckl, "Affective space: Blending common sense and affective knowledge to perform emotive reasoning," in Proceedings of the 1st Workshop on Opinion Mining and Sentiment Analysis, 2009.
11. P. J. Stone, D. C. Dunphy, M. S. Smith, and D. M. Ogilvie, The General Inquirer: A Computer Approach to Content Analysis, M. I. T. Press, Ed. MIT Press, 1966.
12. S. D. Kamvar and J. Harris, "We feel fine and searching the emotional web," in Proceedings of the 4th ACM international conference on Web search and data mining, 2011.
13. A. Carlson, J. Betteridge, B. Kisiel, B. Settles, E. R. H. Jr., and T. M. Mitchell, "Toward an architecture for never-ending language learning," in Proceedings of the 24th AAAI Conference on Artificial Intelligence, 2010.
14. D. B. Lenat, "Cyc: a large-scale investment in knowledge infrastructure," Communications of the ACM, vol. 38, pp. 33-38, November 1995.
15. P. Singh, "The public acquisition of commonsense knowledge," in Proceedings of the 2002 AAAI Spring Symposium Series on Acquiring Linguistic Knowledge for Information Access, 2002.
16. C. Havasi, R. Speer, and J. B. Alonso, "Conceptnet 3: a flexible, multilingual semantic network for common sense knowledge," in Proceedings of the Recent Advances in Natural Language Processing, 2007.
17. Y.-l. Kuo, J.-C. Lee, K.-y. Chiang, R. Wang, E. Shen, C.-w. Chan, and J. Y.-j. Hsu, "Community-based game design: experiments on social games for commonsense data collection," in Proceedings of the ACM SIGKDD Workshop on Human Computation, 2009.
18. T.-h. Chang, C.-w. Chan, and J. Y.-j. Hsu, "Human computation game for commonsense data verification," in Proceedings of the 2010 AAAI Fall Symposium Series on Commonsense Knowledge, 2010.
19. Y.-l. Kuo and J. Y.-j. Hsu, "Resource-bounded crowd-sourcing of commonsense knowledge," in Proceedings of the 22nd International Joint Conference on Artificial Intelligence, 2011.
20. H. Liu, H. Lieberman, and T. Selker, "A model of textual affect sensing using real-world knowledge," in Proceedings of the 8th international conference on Intelligent user interfaces, 2003.