CROC: A New Evaluation Criterion for Recommender Systems (2008)
Andrew Schein Alexandrin, Andrew I. Schein, Rin Popescul, Lyle H. Ungar, David M. Pennock
Evaluation of a recommender system algorithm is a challenging task due to the many possible scenarios in which such systems may be deployed. We have designed a new performance plot called the CROC...
Generative Models for Cold-Start Recommendations (2001)
Andrew Schein Alexandrin, Andrew I. Schein, Rin Popescul, Lyle H. Ungar, David M. Pennock
Systems for automatically recommending items (e.g., movies, products, or information) to users are becoming increasingly important in e-commerce applications, digital libraries, and other domains...
Generative Models for Cold-Start Recommendations (2001)
Andrew Schein Alexandrin, I. Schein, Rin Popescul, David M. Pennock, Lyle H. Ungar
Systems for automatically recommending items (e.g., movies, products, or information) to users are becoming increasingly important in e-commerce applications, digital libraries, and other domains...