Experience-Based critiquing: reusing critiquing experiences to improve conversational recommendation

作者: Kevin McCarthy , Yasser Salem , Barry Smyth

DOI: 10.1007/978-3-642-14274-1_35

关键词:

摘要: Product recommendation systems are now a key part of many e-commerce services and have proven to be successful way help users navigate complex product spaces. In this paper, we focus on critiquing-based recommenders, which permit tweak the features recommended products in order refine their needs preferences. describe novel approach reusing past critiquing histories improve overall efficiency.

参考文章(20)
Luc Lamontagne, Enric Plaza, Case-Based Reasoning Research and Development ,(1997)
James Reilly, Kevin McCarthy, Lorraine McGinty, Barry Smyth, Incremental critiquing Knowledge Based Systems. ,vol. 18, pp. 143- 151 ,(2005) , 10.1016/J.KNOSYS.2004.10.005
Lorraine McGinty, James Reilly, Barry Smyth, Kevin McCarthy, On the evaluation of dynamic critiquing: a large-scale user study national conference on artificial intelligence. pp. 535- 540 ,(2005)
Hideo Shimazu, ExpertClerk: navigating shoppers' buying process with the combination of asking and proposing international joint conference on artificial intelligence. pp. 1443- 1448 ,(2001)
Kevin McCarthy, James Reilly, Lorraine McGinty, Barry Smyth, On the Dynamic Generation of Compound Critiques in Conversational Recommender Systems adaptive hypermedia and adaptive web based systems. pp. 176- 184 ,(2004) , 10.1007/978-3-540-27780-4_21
Jiyong Zhang, Pearl Pu, A Comparative Study of Compound Critique Generation in Conversational Recommender Systems Lecture Notes in Computer Science. ,vol. 4018, pp. 234- 243 ,(2006) , 10.1007/11768012_25
David McSherry, Incremental Relaxation of Unsuccessful Queries Lecture Notes in Computer Science. pp. 331- 345 ,(2004) , 10.1007/978-3-540-28631-8_25
Lorraine Mc Ginty, Barry Smyth, Comparison-Based Recommendation Lecture Notes in Computer Science. pp. 575- 589 ,(2002) , 10.1007/3-540-46119-1_42