TY - GEN
T1 - Tutorial on evaluating recommender systems
AU - Shani, Guy
PY - 2010/12/15
Y1 - 2010/12/15
N2 - In this tutorial we discuss the evaluation of recommender systems. We discuss the main reason for evaluating recommender systems, i.e., making the most appropriate choices for a given task. We overview some general guidelines for conducting evaluation tests. We then discuss the evaluation of the system accuracy given specific system tasks. We also overview many properties of recommender systems, and explain how these properties can be evaluated.
AB - In this tutorial we discuss the evaluation of recommender systems. We discuss the main reason for evaluating recommender systems, i.e., making the most appropriate choices for a given task. We overview some general guidelines for conducting evaluation tests. We then discuss the evaluation of the system accuracy given specific system tasks. We also overview many properties of recommender systems, and explain how these properties can be evaluated.
UR - http://www.scopus.com/inward/record.url?scp=78649929719&partnerID=8YFLogxK
U2 - 10.1145/1864708.1864710
DO - 10.1145/1864708.1864710
M3 - Conference contribution
AN - SCOPUS:78649929719
SN - 9781450304429
T3 - RecSys'10 - Proceedings of the 4th ACM Conference on Recommender Systems
SP - 1
BT - RecSys'10 - Proceedings of the 4th ACM Conference on Recommender Systems
T2 - 4th ACM Recommender Systems Conference, RecSys 2010
Y2 - 26 September 2010 through 30 September 2010
ER -