A Fuzzy system for Concept-Level Sentiment Analysis

Communications in Computer and Information Science

Volumn 475, Issue , 2014, Pages 21-27

  Dragoni, Mauro ^a   Tettamanzi, Andrea G B ^b   da Costa Pereira, Célia ^b  

^a ITC IRST   (Italy)

^b UNIVERSITÉ CÔTE D'AZUR   (France)

Author keywords

[No Author keywords available]

Indexed keywords

SEMANTIC WEB;

CONCEPTNET; DIFFERENT DOMAINS; EXTENDED VERSIONS; EXTRACTING CONCEPT; FUZZY FUNCTION; LEARNING APPROACH; SEMANTIC RESOURCES; SENTIMENT ANALYSIS;

DATA MINING;

EID: 84908540247     PISSN: 18650929     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-319-12024-9_2     Document Type: Article

References (13)

1. Pang, B., Lee, L., Vaithyanathan, S.: Thumbs up? Sentiment classification using machine learning techniques. In: Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), Philadelphia, Association for Computational Linguistics, pp. 79-86 (July 2002)
2. Blitzer, J., Dredze, M., Pereira, F.: Biographies, bollywood, boom-boxes and blenders: domain adaptation for sentiment classification. In: Carroll, J.A., van den Bosch, A., Zaenen, A. (eds.) ACL, The Association for Computational Linguistics (2007)
3. Bollegala, D., Weir, D.J., Carroll, J.A.: Cross-domain sentiment classification using a sentiment sensitive thesaurus. IEEE Trans. Knowl. Data Eng. 25(8), 1719-1731 (2013)
4. Xia, R., Zong, C., Hu, X., Cambria, E.: Feature ensemble plus sample selection: domain adaptation for sentiment classification. IEEE Int. Syst. 28(3), 10-18 (2013)
5. Ponomareva, N., Thelwall, M.: Semi-supervised vs. cross-domain graphs for sentiment analysis. In: Angelova, G., Bontcheva, K., Mitkov, R. (eds.) RANLP, RANLP 2011 Organising Committee/ACL, pp. 571-578 (2013)
6. Tsai, A.C.R., Wu, C.E., Tsai, R.T.H., Hsu, J.Y.: Building a concept-level sentiment dictionary based on commonsense knowledge. IEEE Int. Syst. 28(2), 22-30 (2013)
7. Fellbaum, C.: WordNet: An Electronic Lexical Database. MIT Press, Cambridge (1998)
8. Kipfer, B.A.: Roget’s 21st Century Thesaurus, vol. 3. Random House, New York (2005)
9. Cambria, E., Speer, R., Havasi, C., Hussain, A.: Senticnet: a publicly available semantic resource for opinion mining. In: AAAI Fall Symposium: Commonsense Knowledge. Volume FS-10-02 of AAAI Technical report, AAAI (2010)
10. Liu, H., Singh, P.: ConceptNet: a practical commonsense reasoning tool-kit. BT Technol. J. 22(4), 211-226 (2004)
11. Zadeh, L.A.: The concept of a linguistic variable and its application to approximate reasoning-I. Inf. Sci. 8(3), 199-249 (1975)
12. Chang, C.C., Lin, C.J.: LIBSVM: a library for support vector machines. ACM TIST 2(3), 27 (2011)
13. McCallum, A.K.: Mallet: A machine learning for language toolkit (2002). http://mallet.cs.umass.edu