메뉴 건너뛰기




Volumn 40, Issue 10, 2013, Pages 3934-3942

Sentiment polarity detection in Spanish reviews combining supervised and unsupervised approaches

Author keywords

Metaclassifiers; Multilingual opinion mining; Sentiment polarity detection; SentiWordNet; Spanish review corpus; Stacking algorithm; Voting system

Indexed keywords

META-CLASSIFIERS; OPINION MINING; SENTIWORDNET; SPANISH REVIEW CORPUS; STACKING ALGORITHMS; VOTING SYSTEMS;

EID: 84875367034     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2012.12.084     Document Type: Article
Times cited : (123)

References (34)
  • 4
    • 79957947913 scopus 로고    scopus 로고
    • Multilingual subjectivity analysis using machine translation
    • ACL
    • Banea, C.; Mihalcea, R.; Wiebe, J. & Hassan, S. (2008). Multilingual subjectivity analysis using machine translation, In 'EMNLP', ACL (pp. 127-135).
    • (2008) EMNLP , pp. 127-135
    • Banea, C.1    Mihalcea, R.2    Wiebe, J.3    Hassan, S.4
  • 6
    • 0004311812 scopus 로고    scopus 로고
    • Affective norms for English words (ANEW): Stimuli, instruction manual, and affective ratings
    • University of Florida
    • Bradley, M.M.; & Lang, P.J. (1999). Affective norms for English words (ANEW): Stimuli, instruction manual, and affective ratings. Technical report, Center for Research in Psychophysiology, University of Florida.
    • (1999) Technical Report, Center for Research in Psychophysiology
    • Bradley, M.M.1    Lang, P.J.2
  • 7
    • 79959654528 scopus 로고    scopus 로고
    • Emotiblog: An annotation scheme for emotion detection and analysis in non-traditional textual genres
    • R. Stahlbock, S. F. Crone & S. Lessmann (Eds.) CSREA Press
    • Boldrini, E.; Balahur, A.; Martínez-Barco, P.; & Montoyo, A. (2009). Emotiblog: an annotation scheme for emotion detection and analysis in non-traditional textual genres. In R. Stahlbock, S. F. Crone & S. Lessmann (Eds.), DMIN (pp. 491-497). CSREA Press.
    • (2009) DMIN , pp. 491-497
    • Boldrini, E.1    Balahur, A.2    Martínez-Barco, P.3    Montoyo, A.4
  • 10
    • 50249088861 scopus 로고    scopus 로고
    • Using SentiWordNet for multilingual sentiment analysis
    • IEEE Computer Society
    • Denecke, K. (2008). Using SentiWordNet for multilingual sentiment analysis. ICDE workshops (pp. 507-512). IEEE Computer Society.
    • (2008) ICDE Workshops , pp. 507-512
    • Denecke, K.1
  • 11
    • 0034250160 scopus 로고    scopus 로고
    • An experimental comparison of three methods for constructing ensembles of decision trees: Bagging, boosting, and randomization
    • Dietterich, T. G. (2000). An experimental comparison of three methods for constructing ensembles of decision trees: bagging, boosting, and randomization. Machine Learning 40(2), 139-157.
    • (2000) Machine Learning , vol.40 , Issue.2 , pp. 139-157
    • Dietterich, T.G.1
  • 12
    • 34548105186 scopus 로고    scopus 로고
    • Large-scale Bayesian logistic regression for text categorization
    • (Taylor & Francis)
    • Genkin, A.; Lewis, D. D.; & Madigan, D. (2007). Large-scale Bayesian logistic regression for text categorization. Technometrics (Taylor & Francis) (pp. 291-304).
    • (2007) Technometrics , pp. 291-304
    • Genkin, A.1    Lewis D., .D.2    Madigan, D.3
  • 21
    • 85141803251 scopus 로고    scopus 로고
    • Thumbs up? Sentiment classification using machine learning
    • Pang, B.; Lee, L.; & Vaithyanathan, S. 2002. Thumbs up? Sentiment classification using machine learning. In Proceedings of EMNLP (pp. 79-86).
    • (2002) Proceedings of EMNLP , pp. 79-86
    • Pang, B.1    Lee, L.2    Vaithyanathan, S.3
  • 28
    • 79960284227 scopus 로고    scopus 로고
    • Extracting sentiment as a function of discourse structure and topicality
    • Simon Fraser University
    • Taboada, M.; Voll, K.; & Brooke, J. (2008). Extracting sentiment as a function of discourse structure and topicality. Technical Report 20, Simon Fraser University. Available online, http://www.cs.sfu.ca/research/publications/ techreports/#2008.
    • (2008) Technical Report 20
    • Taboada, M.1    Voll, K.2    Brooke, J.3
  • 29
    • 38649085269 scopus 로고    scopus 로고
    • An empirical study of sentiment analysis for Chinese documents
    • S. Tan, and J. Zhang An empirical study of sentiment analysis for Chinese documents Expert Systems with Applications 34 4 2008 2622 2629
    • (2008) Expert Systems with Applications , vol.34 , Issue.4 , pp. 2622-2629
    • Tan, S.1    Zhang, J.2
  • 30
    • 85136072040 scopus 로고    scopus 로고
    • Thumbs up or thumbs down?: Semantic orientation applied to unsupervised classification of reviews. ACL '02
    • Morristown, NJ, USA: Association for Computational Linguistics
    • Turney, P. D. (2002). Thumbs up or thumbs down?: Semantic orientation applied to unsupervised classification of reviews. ACL '02: In Proceedings of the 40th annual meeting on association for computational linguistics (pp. 417-424). Morristown, NJ, USA: Association for Computational Linguistics.
    • (2002) Proceedings of the 40th Annual Meeting on Association for Computational Linguistics , pp. 417-424
    • Turney, P.D.1
  • 32
    • 84859895920 scopus 로고    scopus 로고
    • Co-Training for cross-lingual sentiment classification
    • Keh-Yih Su, Jian Su & Janyce Wiebe (Eds.) ACL/AFNLP, Singapore
    • Wan, X. (2009). Co-Training for cross-lingual sentiment classification. In Keh-Yih Su, Jian Su & Janyce Wiebe (Eds.). In Proceedings of the 47th annual meeting on association for computational linguistics (pp. 235-243). ACL/AFNLP, Singapore.
    • (2009) Proceedings of the 47th Annual Meeting on Association for Computational Linguistics , pp. 235-243
    • Wan, X.1
  • 33
    • 0026692226 scopus 로고
    • Stacked generalization
    • D.H. Wolpert Stacked generalization Neural Networks 1992 241 259
    • (1992) Neural Networks , pp. 241-259
    • Wolpert, D.H.1
  • 34
    • 72449152909 scopus 로고    scopus 로고
    • Sentiment analysis of Chinese documents: From sentence to document level
    • C. Zhang, D. Zeng, J. Li, F.-Y. Wang, and W. Zuo Sentiment analysis of Chinese documents: From sentence to document level JASIST 60 12 2009 2474 2487
    • (2009) JASIST , vol.60 , Issue.12 , pp. 2474-2487
    • Zhang, C.1    Zeng, D.2    Li, J.3    Wang, F.-Y.4    Zuo, W.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.