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Volumn 3, Issue , 2011, Pages 950-954

A sentiment analysis model for hotel reviews based on supervised learning

Author keywords

Online reviews; Sentiment classification; supervised machine learning

Indexed keywords

DAILY LIVES; HIGH-SPEED; INFORMED DECISION; ONLINE REVIEWS; POLARITY CLASSIFICATION; POTENTIAL CUSTOMERS; SENTIMENT ANALYSIS; SENTIMENT CLASSIFICATION; SUPERVISED MACHINE LEARNING;

EID: 80155173393     PISSN: 2160133X     EISSN: 21601348     Source Type: Conference Proceeding    
DOI: 10.1109/ICMLC.2011.6016866     Document Type: Conference Paper
Times cited : (82)

References (24)
  • 1
    • 34648827799 scopus 로고    scopus 로고
    • Automated classification of customer emails via association rule mining
    • Subramanian, S.K. and N. Ramaraj, 2007. Automated classification of customer emails via association rule mining. Inform. Technol. J., 6: 567-572.
    • (2007) Inform. Technol. J. , vol.6 , pp. 567-572
    • Subramanian, S.K.1    Ramaraj, N.2
  • 2
    • 33947141452 scopus 로고    scopus 로고
    • Classification of textual documents using learning vector quantization
    • Umer, M.F. and M.S.H. Khiyal, 2007. Classification of textual documents using learning vector quantization. Inform. Technol. J., 6: 154-159.
    • (2007) Inform. Technol. J. , vol.6 , pp. 154-159
    • Umer, M.F.1    Khiyal, M.S.H.2
  • 3
    • 85136072040 scopus 로고    scopus 로고
    • Thumbs up or thumbs down? Sentiment orientation applied to unsupervised classification of reviews
    • July 11-12, Philadelphia, USA
    • Turney, P.D., 2002. Thumbs up or thumbs down? Sentiment orientation applied to unsupervised classification of reviews. In: Proceedings of the 40th Annual Meeting on Association for Computational Linguistics, July 11-12, Philadelphia, USA, pp: 417-424.
    • (2002) Proceedings of the 40th Annual Meeting on Association for Computational Linguistics , pp. 417-424
    • Turney, P.D.1
  • 4
    • 85141803251 scopus 로고    scopus 로고
    • Thumbs up? Sentiment classification using machine learning techniques
    • July 6-7, Association for Computational Linguistics Press, Philadelphia, USA
    • Pang, B., L. Lee and S. Vaithyanathan, 2002. Thumbs up? Sentiment classification using machine learning techniques. In: Proceedings of the Conference on Empirical Methods on Natural Language Processing, July 6-7, Association for Computational Linguistics Press, Philadelphia, USA pp: 79-86.
    • (2002) Proceedings of the Conference on Empirical Methods on Natural Language Processing , pp. 79-86
    • Pang, B.1    Lee, L.2    Vaithyanathan, S.3
  • 5
    • 9444244198 scopus 로고    scopus 로고
    • Mining the peanut gallery: Opinion extraction and semantic classification of product reviews
    • May 20-24, Budapest, Hungary, ACM Press
    • Dave, K., S. Lawrence and D.M. Pennock, 2003. Mining the peanut gallery: opinion extraction and semantic classification of product reviews. In: Proceedings of the WWW, May 20-24, Budapest, Hungary, ACM Press, pp: 519-528.
    • (2003) Proceedings of the WWW , pp. 519-528
    • Dave, K.1    Lawrence, S.2    Pennock, D.M.3
  • 8
    • 84893382510 scopus 로고    scopus 로고
    • Multi-document summarization of evaluative text
    • Sydney, Australia, July 22-23, Association for Computational Linguistics Press
    • Carenini, G., R. Ng and A. Pauls, 2006. Multi-document summarization of evaluative text. In: Proceedings of the11th EACL 2006, Sydney, Australia, July 22-23, Association for Computational Linguistics Press, pp: 305-312.
    • (2006) Proceedings of The11th EACL 2006 , pp. 305-312
    • Carenini, G.1    Ng, R.2    Pauls, A.3
  • 10
    • 77949523721 scopus 로고    scopus 로고
    • Multi-facet rating of product reviews
    • Springer Press, Toulouse, France, April 6-9, Springer-Verlag Press
    • Baccianella, S., A. Esuli and F. Sebastiani, 2009. Multi-facet Rating of Product Reviews. In: ECIR'2009. Springer Press, Toulouse, France, April 6-9, Springer-Verlag Press, pp: 461-472.
    • (2009) ECIR'2009 , pp. 461-472
    • Baccianella, S.1    Esuli, A.2    Sebastiani, F.3
  • 11
    • 80053432823 scopus 로고    scopus 로고
    • Review sentiment scoring via a parse-and-paraphrase paradigm
    • Singapore, August 6-7, Association for Computational Linguistics Press
    • Liu, J.J. and S. Seneff, 2009. Review Sentiment Scoring via a Parse-and-Paraphrase Paradigm. In: EMNLP'2009, Singapore, August 6-7, Association for Computational Linguistics Press, pp: 161-169.
    • (2009) EMNLP'2009 , pp. 161-169
    • Liu, J.J.1    Seneff, S.2
  • 12
    • 80053417584 scopus 로고    scopus 로고
    • Sentiment analysis of conditional sentences
    • Singapore, August 6-7, Association for Computational Linguistics Press
    • Narayanan, R., B. Liu, and A. Choudhary, 2009. Sentiment Analysis of Conditional Sentences. In: EMNLP'2009, Singapore, August 6-7, Association for Computational Linguistics Press, pp: 180-189.
    • (2009) EMNLP'2009 , pp. 180-189
    • Narayanan, R.1    Liu, B.2    Choudhary, A.3
  • 13
    • 78650903684 scopus 로고    scopus 로고
    • Using morphological and syntactic structures for Chinese opinion analysis
    • Singapore, August 6-7, Association for Computational Linguistics Press
    • Ku, L. W., T.H. Huang and H.H. Chen, 2009. Using Morphological and Syntactic Structures for Chinese Opinion Analysis. In EMNLP'2009, Singapore, August 6-7, Association for Computational Linguistics Press, pp: 1260-1269.
    • (2009) EMNLP'2009 , pp. 1260-1269
    • Ku, L.W.1    Huang, T.H.2    Chen, H.H.3
  • 14
    • 78650476005 scopus 로고    scopus 로고
    • Extracting opinions, opinion holders, and topics expressed in online news media text
    • Sydney, Australia, Association for Computational Linguistics Press
    • Kim, S.M. and E. Hovy, 2006. Extracting Opinions, Opinion Holders, and Topics Expressed in Online News Media Text, In Proceedings of the Workshop on Sentiment and Subjectivity in Text at the joint COLING-ACL'06, Sydney, Australia, Association for Computational Linguistics Press, pp: 1-8.
    • (2006) Proceedings of the Workshop on Sentiment and Subjectivity in Text at the Joint COLING-ACL'06 , pp. 1-8
    • Kim, S.M.1    Hovy, E.2
  • 15
    • 84865658243 scopus 로고    scopus 로고
    • How opinions are received by online communities: A case study on amazon.com helpfulness votes
    • Madrid, Spain, April 20-24, ACM Press
    • Danescu-Niculescu-Mizil, C., G. Kossinets, J. Kleinberg and L. Lee, 2009. How Opinions are Received by Online Communities: A Case Study on Amazon.com Helpfulness Votes. In: WWW'2009, Madrid, Spain, April 20-24, ACM Press, pp: 141-150.
    • (2009) WWW'2009 , pp. 141-150
    • Danescu-Niculescu-Mizil, C.1    Kossinets, G.2    Kleinberg, J.3    Lee, L.4
  • 16
    • 33646016554 scopus 로고    scopus 로고
    • Assigning polarity scores to reviews using machine learning techniques
    • Okanohara, D., and Tsujii, J, 2005. Assigning polarity scores to reviews using machine learning techniques. Lecture Notes in Computer Science (LNAI), 3651, pp: 314-325.
    • (2005) Lecture Notes in Computer Science (LNAI) , vol.3651 , pp. 314-325
    • Okanohara, D.1    Tsujii, J.2
  • 17
    • 85149107011 scopus 로고    scopus 로고
    • The sentimental factor: Improving review classification via human-provided information
    • Beineke, P., Hastie, T., and Vaithyanathan, S., 2004. The sentimental factor: Improving review classification via human-provided information. ACL'2004, pp: 263-270.
    • (2004) ACL'2004 , pp. 263-270
    • Beineke, P.1    Hastie, T.2    Vaithyanathan, S.3
  • 18
    • 85015588279 scopus 로고    scopus 로고
    • Sentiment analysis: Capturing favorability using natural language processing
    • Whistler, BC, Oct. 28-31, ACM Press
    • Nasukawa, T. and J. Yi, 2003. Sentiment analysis: Capturing favorability using natural language processing. In: Proceedings of the 2nd International Conference on Knowledge Capture, Whistler, BC, Oct. 28-31, ACM Press, pp: 70 - 77.
    • (2003) Proceedings of the 2nd International Conference on Knowledge Capture , pp. 70-77
    • Nasukawa, T.1    Yi, J.2
  • 20
    • 84859895244 scopus 로고    scopus 로고
    • Seeing stars: Exploiting class relationships for sentiment categorization with respect to rating scales
    • June 25-30, Association for Computational Linguistics Press
    • Pang, B. and L. Lee, 2005. Seeing stars: Exploiting class relationships for sentiment categorization with respect to rating scales. In: ACL'2005, Ann Arbor, Michigan, June 25-30, Association for Computational Linguistics Press, pp: 115-124.
    • (2005) ACL'2005, Ann Arbor, Michigan , pp. 115-124
    • Pang, B.1    Lee, L.2
  • 22
    • 85112593657 scopus 로고    scopus 로고
    • Sentiment analysis using support vector machines with diverse information sources
    • Barcelona, Spain, July 25-26, Association for Computational Linguistics Press
    • Mullen, T. and N. Collier, 2004. Sentiment analysis using support vector machines with diverse information sources. In EMNLP'2004, Barcelona, Spain, July 25-26, Association for Computational Linguistics Press, PP: 412-418.
    • (2004) EMNLP'2004 , pp. 412-418
    • Mullen, T.1    Collier, N.2
  • 23
    • 33646880507 scopus 로고    scopus 로고
    • Using appraisal groups for sentiment analysis
    • Bremen, Germany, Oct. 31 - Nov. 5, ACM Press
    • Whitelaw, C., N. Garg and S. Argamon, 2005. Using appraisal groups for sentiment analysis. In: CIKM'2005, Bremen, Germany, Oct. 31 - Nov. 5, ACM Press, pp: 625-631.
    • (2005) CIKM'2005 , pp. 625-631
    • Whitelaw, C.1    Garg, N.2    Argamon, S.3
  • 24
    • 84957069814 scopus 로고    scopus 로고
    • Text categorization with support vector machines: Learning with many relevant features
    • Chemnitz, Germany Springer
    • Joachims, T., 1998. Text categorization with support vector machines: Learning with many relevant features. Proceedings of 10th European Conference on Machine Learning (ECML-98), Chemnitz, Germany, pp: 137-142. Springer.
    • (1998) Proceedings of 10th European Conference on Machine Learning (ECML-98) , pp. 137-142
    • Joachims, T.1


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