Analyzing sentiment in a large set of Web data while accounting for negation

Advances in Intelligent and Soft Computing

Volumn 86, Issue , 2011, Pages 195-205

  Heerschop, Bas ^a   Van Iterson, Paul ^a   Hogenboom, Alexander ^a   Frasincar, Flavius ^a   Kaymak, Uzay ^a  

^a ERASMUS UNIVERSITY ROTTERDAM   (Netherlands)

Author keywords

document scoring; negation; Sentiment analysis; wordbank creation

Indexed keywords

CLASSIFICATION SCHEME; DOCUMENT SCORING; NEGATION; SENTIMENT ANALYSIS; WEB DATA; WORDBANK CREATION;

DATA MINING; USER INTERFACES;

INFORMATION RETRIEVAL SYSTEMS;

EID: 80052947102     PISSN: 18675662     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-18029-3_20     Document Type: Conference Paper

References (15)

1. Bautin, M., Vijayarenu, L., Skiena, S.: International Sentiment Analysis for News and Blogs. In: 2nd International Conference on Weblogs and Social Media (ICWSM 2008), pp. 19-26. AAAI Press, Menlo Park (2008)
2. Benamara, F., Cesarano, C., Reforgatio, D.: Sentiment Analysis: Adjectives and Adverbs are better than Adjectives Alone. In: 1st International Conference onWeblogs and Social Media (ICWSM 2007), pp. 203-206. AAAI Press, Menlo Park (2007)
3. Cesarano, C., Dorr, B., Picariello, A., Reforgiato, D., Sagoff, A., Subrahmanian, V.: OASYS: An Opinion Analysis System. In: AAAI Spring Symposium on Computational Approaches to Analyzing Weblogs (CAAW 2006), pp. 21-26. AAAI Press, Menlo Park (2006)
4. Choi, Y., Cardie, C.: Learning with Compositional Semantics as Structural Inference for Subsentential Sentiment Analysis. In: 13th Conference on Empirical Methods in Natural Language Processing (EMNLP 2008), pp. 793-801. ACL (2008)
5. Ding, X., Lu, B., Yu, P.S.: A Holistic Lexicon-Based Approach to Opinion Mining. In: 1st ACMInternational Conference onWeb Search andWeb Data Mining (WSDM2008), pp. 231-240. ACM, New York (2008)
6. Fellbaum, C.D.: WordNet: An Electronic Lexical Database. MIT Press, Cambridge (1998)
7. Hu, M., Liu, B.: Mining and Summarizing Customer Reviews. In: 10th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2004), pp. 168-177. ACM, New York (2004) (Pubitemid 40114926)
8. Jia, L., Yu, C., Meng, W.: The Effect of Negation on Sentiment Analysis and Retrieval Effectiveness. In: 18th ACM Conference on Information and Knowledge Management (CIKM 2009), pp. 1827-1830. ACM, New York (2009)
9. Jindal, N., Liu, B.: Identifying Comparative Sentences in Text Documents. In: 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2006), pp. 244-251. ACM, New York (2006)
10. Lerman, K., Blair-Goldensohn, S.,McDonald, R.: Sentiment Summarization: Evaluating and Learning User Preferences. In: 12th Conference of the European Chapter of the ACL (EACL 2009), pp. 514-522. ACL (2009)
11. Liu, B.: Web Data Mining. Springer, Heidelberg (2007)
12. Liu, B.: Handbook of Natural Language Processing. In: Sentiment Analysis and Subjectivity, 2nd edn., pp. 627-667. CRC Press, Boca Raton (2010)
13. Morante, R., Liekens, A., Daelemans, W.: Learning the Scope of Negation in Biomedical Texts. In: 13th Conference on Empirical Methods in Natural Language Processing (EMNLP 2008), pp. 715-724. ACL (2008)
14. Morante, R., Daelemans, W.: A Metalearning Approach to Processing the Scope of Negation. In: Thirteenth Conference on Computational Natural Language Learning (CoNLL 2009), pp. 21-29. ACL (2009)
15. Wiebe, J.M.: Learning Subjective Adjectives from Corpora. In: 17th National Conference on Artificial Intelligence and Twelfth Conference on Innovative Applications of Artificial Intelligence (AAAI 2000), pp. 735-740. AAAI Press, Menlo Park (2000)