Ontology-guided approach to feature-based opinion mining

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6716 LNCS, Issue , 2011, Pages 193-200

  Peñalver Martínez, Isidro ^a   Valencia García, Rafael ^a   García Sánchez, Francisco ^b  

^a UNIVERSITY OF MURCIA   (Spain)

^b UNIVERSITY OF VALENCIA   (Spain)

Author keywords

Feature extraction; Ontology; Opinion mining; Polarity identification; Sentimental Analysis

Indexed keywords

ANALYSIS PROCESS; FEATURE-BASED; NATURAL LANGUAGE PROCESSING; OPINION MINING; POLARITY IDENTIFICATION; RESEARCH TOPICS; SEMANTIC WEB TECHNOLOGY; SENTIMENTAL ANALYSIS; VECTOR ANALYSIS;

COMPUTATIONAL LINGUISTICS; FEATURE EXTRACTION; INFORMATION RETRIEVAL; INFORMATION SYSTEMS; INNOVATION; NATURAL LANGUAGE PROCESSING SYSTEMS; SEMANTIC WEB; SEMANTICS; USER INTERFACES;

ONTOLOGY;

EID: 79959655888     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-22327-3_20     Document Type: Conference Paper

References (19)

1. Andreevskaia, A., Bergler, S.: Mining WordNet for a fuzzy sentiment: Sentiment tag extraction from WordNet glosses. In: Proceedings of the European Chapter of the Association for Computational Linguistics, EACL (2006)
2. Apostol, T.M.: Mathematical Analysis. Addison Wesley, London (1974)
3. Baccianella, S., Esuli, A., Sebastiani, F.: Multi-facet rating of product reviews. In: Boughanem, M., Berrut, C., Mothe, J., Soule-Dupuy, C. (eds.) ECIR 2009. LNCS, vol. 5478, pp. 461-472. Springer, Heidelberg (2009)
4. Baccianella, S., Esuli, A., Sebastiani, F.: Sentiwordnet 3.0: An enhanced lexical resource for sentiment analysis and opinion mining. In: Calzolari, N., Choukri, K., Maegaard, B., Mariani, J., Odijk, J., Piperidis, S., Rosner, M., Tapias, D. (eds.) LREC. European Language Resources Association (2010)
5. Balahur, A., Montoyo, A.: Semantic approaches to fine and coarse-grained feature-based opinion mining. In: Horacek, H., Métais, E., Muñoz, R., Wolska, M. (eds.) NLDB 2009. LNCS, vol. 5723, pp. 142-153. Springer, Heidelberg (2010)
6. Dave, S.L.K., Pennock, D.M.: Mining the peanut gallery: Opinion extraction and semantic classification of product reviews (2003)
7. Esuli, A., Sebastiani, F.: Sentiwordnet: A publicly available lexical resource for opinion mining. In: Proceedings of the 5th Conference on Language Resources and Evaluation (LREC 2006), pp. 417-422 (2006)
8. Gamon, M.: Sentiment classification on customer feedback data: noisy data, large feature vectors, and the role of linguistic analysis. In: Proceedings of the International Conference on Computational Linguistics, COLING (2004)
9. Hatzivassiloglou, V., McKeown, K.R.: Predicting the semantic orientation of adjectives. In: Proceedings of the Eighth Conference on European Chapter of the Association for Computational Linguistics, EACL 1997, pp. 174-181. Association for Computational Linguistics, Stroudsburg (1997)
10. Hu, M., Liu, B.: Mining and summarizing customer reviews. In: Proceedings of the tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. KDD 2004, pp. 168-177. ACM, New York (2004)
11. Kim, S.-M., Hovy, E.: Determining the sentiment of opinions. In: Proceedings of the International Conference on Computational Linguistics, COLING (2004)
12. Moreno Ortiz, A., Pineda Castillo, F., Hidalgo García, R.: Análisis de valoraciones de usuario de hoteles con sentitext: un sistema de analisis de sentimiento independiente del dominio. Procesamiento del Lenguaje Natural 45, 31-40 (2010)
13. Mukras, R.: A comparison of machine learning techniques applied to sentiment classification. Masters thesis University of Sussex Falmer Brighton (2004)
14. Pang, B., Lee, L.: A sentimental education: Sentiment analysis using subjectivity summarization based on minimum cuts. In: Proceedings of the ACL, pp. 271-278 (2004)
15. Shimada, K., Endo, T.: Seeing several stars: A rating inference task for a document containing several evaluation criteria. In: Washio, T., Suzuki, E., Ting, K.M., Inokuchi, A. (eds.) PAKDD 2008. LNCS (LNAI), vol. 5012, pp. 1006-1014. Springer, Heidelberg (2008)
16. Studer, R., Benjamins, V.R., Fensel, D.: Knowledge engineering: Principles and methods. Data Knowl. Eng. 25(1-2), 161-197 (1998)
17. Turney, P.D., Littman, M.L.: Measuring praise and criticism: Inference of semantic orientation from association. ACM Trans. Inf. Syst. 21(4), 315-346 (2003)
18. Zhao, L., Li, C.: Ontology based opinion mining for movie reviews. In: Karagiannis, D., Jin, Z. (eds.) KSEM 2009. LNCS, vol. 5914, pp. 204-214. Springer, Heidelberg (2009)
19. Zhou, L., Chaovalit, P.: Ontology-supported polarity mining. JASIST 59(1), 98-110 (2008)