TFMAP: Optimizing MAP for top-n context-aware recommendation. In: Proceedings of the 35th international ACM SIGIR conference on Research and development in Information Retrieval (Full paper). Portland, Oregon, USA: ACM; 2012. p. 155-64. (SIGIR '12). Download: SIGIR2012-TFMAP-shi.pdf (812.68 KB)
CLiMF: Learning to Maximize Reciprocal Rank with Collaborative Less-is-More Filtering (Best Paper Award). In: Proceedings of the sixth ACM conference on Recommender systems (Full paper). Dublin, Ireland: ACM; 2012. p. 139-46. Download: RecSys2012-CLiMF-shi.pdf (420.94 KB)