Informed recommender agent: Utilizing consumer product reviews through text mining

Proceedings - 2006 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT 2006 Workshops Proceedings)

Volumn , Issue , 2006, Pages 37-40

  Aciar, Silvana ^a   Zhang, Debbie ^b   Simoff, Simeon ^b   Debenham, John ^b  

^a UNIVERSITY OF GIRONA   (Spain)

^b UNIVERSITY OF TECHNOLOGY SYDNEY   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

CONSUMER PRODUCTS; MAPPING; ONTOLOGY; PROBLEM SOLVING; SOFTWARE AGENTS; TEXT PROCESSING;

AUTOMATIC MAPPING; TEXT MINING;

DATA MINING;

EID: 34250758072     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WI-IATW.2006.79     Document Type: Conference Paper

References (8)

1. Aciar, S., Zhang, D., Simoff, S. and Debenham, J.: Recommender System Based on Consumer Reviews. The 2006 IEEE/WIC/ACM International Conference on Web Intelligence. December 18 - 22, 2006. Hong Kong, submitted.
2. C. Dellarocas: The digitization of Word-of-Mouth: Promise and challenges of online feedback mechanisms, Management Science, 49 (10): pp. 1407-1424. 2003.
3. C. Dellarocas: Strategic manipulation of Internet opinion forums: Implications for consumers and firms, Working Paper, Sloan School of Management, MIT, Cambridge. 2004.
4. N. Curien, E. Fauchart, G. Laffond and F. Moreau: Online consumer communities: escaping the tragedy of the digital commons, In Brousseau E. and N. Curien (eds), Internet and Digital Economics, Cambridge University Press, 2006.
5. S. Senecal and J. Nantel: The influence of online product recommendations on consumers' online choices. Journal of Retailing, 80, Elsevier, pp. 159-169.2004.
6. J. Chevalier and D. Mayzlin: The effect of word of mouth on sales: Online book reviews, NBER Working Paper Series, National Bureau Of Economic Research, USA. 2003.
7. G. Adomavicius, "Toward the Next Generation of Recommender Systems: A Survey of the State-of-the-Art and Possible Extensions", IEEE Transactions on Knowledge and Data Engineering, vol 17, no. 6, 2005.
8. Sholom M. Weiss, Nitin Indurkhya, Tong Zhang, and Fred Damerau. Text Mining: Predictive Methods for Analyzing Unstructured Information, Springer-Verlag, New York, 2004.