Combining a content filtering heuristic and sentiment analysis for movie recommendations

Communications in Computer and Information Science

Volumn 157 CCIS, Issue , 2011, Pages 659-664

  Singh, Vivek Kumar ^a   Mukherjee, Mousumi ^a   Mehta, Ghanshyam Kumar ^a  

^a BANARAS HINDU UNIVERSITY   (India)

Author keywords

Content based recommendations; Movie reviews; Opinion mining; Recommender systems; Sentiment classification

Indexed keywords

COLLABORATIVE FILTERING; CONTENT FILTERING; CONTENT-BASED; CONTENT-BASED APPROACH; CONTENT-BASED RECOMMENDATION; HYBRID APPROACH; HYBRID RECOMMENDER SYSTEMS; OPINION MINING; SENTIMENT ANALYSIS; SENTIMENT CLASSIFICATION;

DATA MINING; DATA PROCESSING; INTELLIGENT COMPUTING; RECOMMENDER SYSTEMS;

MOTION PICTURES;

EID: 83355169295     PISSN: 18650929     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-22786-8_83     Document Type: Conference Paper

References (11)

1. Internet Movie Database, http://www.imdb.com
2. Adomavicius, G., Tuzhilin, A.: Towards the Next Generation of Recommender Systems: A Survey of the State-of-the-Art and Possible Extensions. IEEE Transactions on Knowledge and Data Engineering 17(6), 734-749 (2006)
3. Alag, S.: Collective Intelligence in Action, pp. 41-48. Manning, New York (2009)
4. Manning, C.D., Raghavan, P., Schutze, H.: Introduction to Information Retrieval, pp. 107-116. Cambridge University Press, New York (2008)
5. Turney, P.: Thumbs Up or Thumbs Down? Semantic Orientation Applied to Unsupervised Classification of Reviews. In: 40th Annual Meeting of the Association for Computational Linguistics, Philadelphia, US, pp. 417-424 (2002)
6. Esuli, A., Sebastiani, F.: Determining the Semantic Orientation of Terms through Gloss Analysis. In: 14th ACM International Conference on Information and Knowledge Management, CIKM 2005, Bremen, DE, pp. 617-624 (2005)
7. Pang, B., Lee, L., Vaithyanathan, S.: Thumbs Up? Sentiment Classification Using Machine Learning Techniques. In: Conference on Empirical Methods in Natural Language Processing, Philadelphia, US, pp. 79-86 (2002)
8. Kim, S.M., Hovy, E.: Determining Sentiment of Opinions. In: Proceedings of the COLING Conference, Geneva (2004)
9. Durant, K.T., Smith, M.D.: Mining Sentiment Classification from Political Web Logs. In: Proceedings of WEBKDD 2006. ACM, New York (2006)
10. Liu, B.: Web Data Mining: Exploring Hyperlinks, Contents and Usage Data, pp. 411-416. Springer, Heidelberg (2002)
11. Movie Review Dataset, http://www.cs.cornell.edu/people/pabo/movie-review- data/