Product recommendation with interactive query management and twofold similarity

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 2689, Issue , 2003, Pages 479-493

  Ricci, Francesco ^a   Venturini, Adriano ^a   Cavada, Dario ^a   Mirzadeh, Nader ^a   Blaas, Dennis ^a   Nones, Marisa ^a  

^a ITC IRST   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

COLLABORATIVE FILTERING; ITERATIVE METHODS; COMPUTER SCIENCE; COMPUTER SUPPORTED COOPERATIVE WORK; ELECTRONIC EQUIPMENT; PRODUCT DESIGN; QUERY LANGUAGES;

CASE BASE; COLLABORATIVE-BASED FILTERING; CONTENT-BASED; INTERACTIVE QUERIES; PRODUCT RECOMMENDATION; USER QUERY;

CASE BASED REASONING; PRODUCT DEVELOPMENT;

COLLABORATIVE-BASED FILTERING TECHNIQUES; ELECTRONIC CATALOGUES; PRODUCT RECOMMENDATION; QUERY MANAGEMENT;

EID: 7044229422     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-45006-8_37     Document Type: Conference Paper

References (16)

1. B. Arslan and F. Ricci. Case based session modeling and personalization in a travel advisory system. In F. Ricci and B. Smyth, editors, Proceedings of the AH’20002 Workshop on Recommendation and Personalization in eCommerce, pages 60-69, Malaga, Spain, May, 28th 2002.
2. J. Breese, D. Heckerman, and C. Kadie. Empirical analysis of predictive algorithms for collaborative filtering. In Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence, Madison, WI, July 1998. Morgan Kaufmann Publisher.
3. D. Bridge and A. Ferguson. Diverse product recommendations using an expressive language for case retrieval. In S. Craw and A. Preece, editors, Advances in Case-Based Reasoning, Proceedings of the 6th European Conference on Case Based Reasoning, ECCBR 2002, pages 43-57, Aberdeen, Scotland, 4-7 September 2002. Springer Verlag.
4. R. Burke. Knowledge-based recommender systems. In J. E. Daily, A. Kent, and H. Lancour, editors, Encyclopedia of Library and Information Science, volume 69. Marcel Dekker, 2000.
5. R. Burke. Hybrid recommender systems: Survey and experiments. User Modeling and User-Adapted Interaction, 12(4):331-370, 2002.
6. P. Cunningham, R. Bergmann, S. Schmitt, R. Traphöner, S. Breen, and B. Smyth. Websell: Intelligent sales assistants for the world wide web. In R. Weber and C. Wangenheim, editors, Procs. of the Workshop Programme at the Fourth International Conference on Case-Based Reasoning, 2001.
7. D. R. Fesenmaier, F. Ricci, E. Schaumlechner, K. Wöber, and C. Zanella. DIETORECS: Travel advisory for multiple decision styles. In A. J. Frew, M. Hitz, and P. O’Connors, editors, Information and Communication Technologies in Tourism 2003, pages 232-241. Springer, 2003.
8. M. H. Göker and C. A. Thomson. Personalized conversational case-based recommendation. In Advances in case-based reasoning: 5th European workshop, EWCBR-2000, Trento, Italy, September 6-9, 2000: proceedings, pages 99-111. Springer, 2000.
9. K. M. Gupta, D. W. Aha, and N. Sandhu. Exploiting taxonomic and causal relations in conversational case retrieval. In S. Craw and A. Preece, editors, Advances in Case-Based Reasoning, Proceedings of the 6th European Conference on Case Based Reasoning, ECCBR 2002, pages 133-147, Aberdeen, Scotland, 4-7 September 2002. Springer Verlag.
10. F. Ricci, B. Arslan, N. Mirzadeh, and A. Venturini. ITR: a case-based travel advisory system. In S. Craw and A. Preece, editors, 6th European Conference on Case Based Reasoning, ECCBR 2002, pages 613-627, Aberdeen, Scotland, 4-7 September 2002. Springer Verlag.
11. F. Ricci, N. Mirzadeh, and A. Venturini. Intelligent query managment in a mediator architecture. In 2002 First International IEEE Symposium”Intelligent Systems’, pages 221-226, Varna, Bulgaria, September 10-12 2002.
12. J. B. Schafer, J. A. Konstan, and J. Riedl. E-commerce recommendation applications. Data Mining and Knowledge Discovery, 5(1/2):115-153, 2001.
13. S. Schmitt, P. Dopichaj, and P. Domínguez-Marín. Entropy-based vs. similarityinfluenced: attribute selection methods for dialogs tested on different electronic commerce domains. In S. Craw and A. Preece, editors, Advances in Case-Based Reasoning, Proceedings of the 6th European Conference on Case Based Reasoning, ECCBR 2002, pages 380-394, Aberdeen, Scotland, 4-7 September 2002. Springer Verlag.
14. H. Shimazu. ExpertClerk: Navigating shoppers buying process with the combination of asking and proposing. In B. Nebel, editor, Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence, IJCAI 2001, pages 1443- 1448, Seattle, Washington, USA, August 4-10 2001. Morgan Kaufmann.
15. D. O. Sullivan, D. Wilson, and B. Smyth. Improving case-based recommendation, a collaborative filtering approach. In S. Craw and A. Preece, editors, Advances in Case-Based Reasoning, Proceedings of the 6th European Conference on Case Based Reasoning, ECCBR 2002, pages 278-291, Aberdeen, Scotland, 4-7 September 2002. Springer Verlag.
16. D. R. Wilson and T. R. Martinez. Improved heterogeneous distance functions. Journal of Artificial Intelligence Research, 11:1-34, 1997.