Critiquing-based Recommender Systems

  • Li Chen and Pearl Pu. Critiquing-based recommenders: survey and emerging trends. User Modeling and User-Adapted Interaction Journal (UMUAI), Vol.22, Issue 1-2, pages 125-150, April 2012.
  • Pearl Pu, Boi Faltings, Li Chen, Jiyong Zhang and Paolo Viappiani. Usability Guidelines for Product Recommenders based on Example Critiquing Research. In Recommender Systems Handbook, F. Ricci, L. Rokach, B. Shapira, P.B. Kantor, Eds. Springer, Chapter 16, pages 511-546, November 2010.
  • Li Chen and Pearl Pu. Interaction Design Guidelines on Critiquing-based Recommender Systems. User Modeling and User-Adapted Interaction Journal (UMUAI), vol. 19 (3), pages 167-206, 2009.
  • Pearl Pu, Maoan Zhou and Sylvain Castagnos. Critiquing Recommenders for Public Taste Products. In proceedings of the 3rd ACM Conference on Recommender Systems (RecSys 2009), pages 249-252, New-York City, NY, USA, October 2009.
  • Jiyong Zhang, Nicolas Jones and Pearl Pu. A Visual Interface for Critiquing-based Recommender Systems. In Proceedings of ACM Conference on Electronic Commerce (EC’08), Chicago, Illinois, 2008.
  • Li Chen and Pearl Pu. Preference-Based Organization Interface: Aiding User Critiques in Recommender Systems. In Proceedings of International Conference on User Modeling (UM2007), Corfu, Greece, June 25-29, 2007.
  • James Reilly, Jiyong Zhang, Lorraine McGinty, Pearl Pu and Barry Smyth. A Comparison of Two Compound Critiquing Systems. In Proceedings of the International Conference on Intelligent User Interfaces(IUI2007) , pages 317-320, Hawaii, USA, January 28-31, 2007.
  • Li Chen and Pearl Pu. The Evaluation of a Hybrid Critiquing System with Preference-based Recommendations Organization. In Proceedings of ACM Conference on Recommender Systems (RecSys’07), pages 169-172, Minneapolis, USA, October 19-20, 2007.
  • James Reilly, Jiyong Zhang, Lorraine McGinty, Pearl Pu and Barry Smyth. Evaluating Compound Critiquing Recommenders: A Real-User Study. In Proceedings of ACM Conference on Electronic Commerce (EC’07), pages 114-123, San Diego, USA, June 11-15, 2007.
  • Li Chen and Pearl Pu. Hybrid Critiquing-based Recommender Systems. In Proceedings of International Conference on Intelligent User Interfaces (IUI2007), pages 22-31, Hawaii, USA, January 28-31, 2007.
  • Paolo Viappiani, Boi Faltings, and Pearl Pu. Preference-based search using example-critiquing with suggestions. Journal of Artificial Intelligence Research(JAIR), 27, pages 465-503, 2006.
  • Li Chen and Pearl Pu. Evaluating Critiquing-based Recommender Agents. In Proceedings of Twenty-first National Conference on Artificial Intelligence (AAAI-06), pages 157-162, Boston, USA, July 16-20, 2006.
  • Jiyong Zhang and Pearl Pu. A Comparative Study of Compound Critique Generation in Conversational Recommender Systems. In Proceedings of the 4th International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems (AH2006), volume 4018 of Lecture Notes in Computer Science, pages 234-243, Dublin, Ireland, June 2006. Springer.
  • Boi Faltings, Pearl Pu, Marc Torrens, and Paolo Viappiani. Design Example-Critiquing Interaction. In Proceedings of the International Conference on Intelligent User Interface (IUI-2004), ACM Press, pages 22-29, Funchal, Madeira, Portugal, January 2004.
  • Pearl Pu and Boi Faltings. Decision Tradeoff Using Example Critiquing and Constraint Programming. CONSTRAINTS: an International Journal. Kluwer Academic Publishers. 9 (4), pages 289-310, 2004.