Enhancing the diversity of conversational collaborative recommendations: A comparison

Artificial Intelligence Review

Volumn 25, Issue 1-2, 2006, Pages 79-95

  Kelly, John Paul ^a   Bridge, Derek ^a  

^a UNIVERSITY COLLEGE CORK   (Ireland)

Author keywords

Collaborative recommendations; Diversity; Recommender systems

Indexed keywords

DATA ACQUISITION; FEEDBACK; USER INTERFACES;

COLLABORATIVE DATA; COLLABORATIVE RECOMMENDATIONS; DIVERSITY; RECOMMENDER SYSTEMS;

COMPUTER SUPPORTED COOPERATIVE WORK;

EID: 36049025938     PISSN: 02692821     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10462-007-9023-8     Document Type: Conference Paper

References (23)

1. Balabanović M and Shoham Y (1997). Fab: content-based, collaborative recommendation. Communications of the ACM 40(3): 66-72
2. Bradley K, Smyth B (2001) Improving recommendation diversity. In: O'Donoghue D (ed) Proceedings of the 12th Irish conference on artificial intelligence and cognitive science. NUI Maynooth, pp 85-94
3. Bridge D, Ferguson A (2002) Diverse product recommendations using an expressive language for case retrieval. In: Craw S, Preece A (eds) Proceedings of the 6th European conference on case-based reasoning. Springer, pp 43-57
4. Bridge D, Göker MH, McGinty L and Smyth B (2006). Case-based recommender systems. Knowledge Engineering Review 20(3): 315-320
5. Bridge D, Kelly JP (2005) Diversity-enhanced conversational collaborative recommendations. In: Creaney N (ed) Proceedings of the 16th Irish conference on artificial intelligence & cognitive science. University of Ulster, pp 29-38
6. Burke RD, Hammond KJ and Young BC (1997). The findme approach to assisted browsing. IEEE Expert 12(5): 32-40
7. Doyle M, Cunningham P (2000) A dynamic approach to reducing dialog in on-line decision guides. In: Blanzieri E, Portinale L (eds) Proceedings of the 5th European workshop on case-based reasoning. Trento, Italy, Springer: pp 49-60
8. Herlocker J, Konstan JA, Terveen LG and Riedl JT (2004). Evaluating collaborative filtering recommender systems. ACM Transactions on Information Systems 22(1): 5-53
9. Herlocker JL (2000) Understanding and improving automated collaborative filtering systems. Ph.D. thesis, University of Minnesota
10. Linden, G, Hanks S, Lesh N (1997) Interactive assessment of user preference models: the automated travel assistant. In: Jameson A, Paris C, Tasso C (eds) Proceedings of the 6th international conference on user modeling. Springer, pp 67-78
11. McGinty L, Smyth B (2002) Comparison-based recommendation. In: Craw S, Preece A (eds) Proceedings of the 6th European conference on case-based reasoning. Aberdeen, Scotland, Springer, pp 575-589
12. McGinty L, Smyth B (2003) On the role of diversity in conversational recommender systems. In: Ashley K, Bridge D (eds) Proceedings of the 5th international conference on case-based reasoning. Springer, pp 276-290
13. McSherry D (2002) Diversity-conscious retrieval. In: Craw S, Preece A (eds) Proceedings of the 6th European conference on case-based reasoning. Springer, pp 219-233
14. Pu P, Viappiani P, Faltings B (2006) Increasing user decision accuracy using suggestions. In: Grinter R et al (eds) Proceedings of the conference on human factors in computing systems (CHI). ACM Press, pp 121-130
15. Rafter R, Smyth B (2004) Towards conversational collaborative filtering. In: McGinty L, Crean B (eds) Proceedings of the 15th artificial intelligence and cognitive science conference. pp 147-156
16. Reilly J, McCarthy K, McGinty L, Smyth B (2004) Dynamic critiquing. In: Funk P, González-Calero PA (eds) Proceedings of the 7th European conference on case-based reasoning. Madrid, Spain, Springer, pp 763-777
17. Resnick P and Varian HR (1997). Recommender systems. Communications of the ACM 40(3): 56-58
18. Riedl J, Konstan J (2002) Word of mouse: the marketing power of collaborative filtering. Warner Books
19. Sarwar BM, Karypis G, Konstan JA, Riedl J (2001) Item-based collaborative filtering recommendation algorithms. In: Proceedings of the 10th international world Wide Web Conference. pp 285-295
20. Schmitt S (2002). simVar; A similarity-influenced question selection criterion for e-sales dialogs. Artificial Intelligence Review 18(3-4): 195-221
21. Shimazu H (2002). ExpertClerk: a conversational case-based reasoning tool for developing salesclerk agents in E-Commerce webshops. Artificial Intelligence Review 18(3-4): 223-244
22. Smyth B, McClave P (2001) Similarity vs. diversity. In: Aha DW, Watson I (eds) Proceedings of the 4th international conference on case-based reasoning. Springer, pp 347-361
23. Ziegler C-N, McNee SM, Konstan JA, Lausen G (2005) Improving recommendation lists through topic diversification. In: Proceedings of the 14th international World Wide Web Conference. ACM Press, pp 22-32