TY - BOOK
T1 - CBRecSys 2016. New Trends on Content-Based Recommender Systems
T2 - RecSys 2016
A2 - Bogers, Toine
A2 - Lops, Pasquale
A2 - Koolen, Marijn
A2 - Musto, Cataldo
A2 - Semeraro, Giovanni
PY - 2016/9/1
Y1 - 2016/9/1
N2 - While content-based recommendation has been applied successfully in many different domains, it has not seen the same level of attention as collaborative filtering techniques have. However, there are many recommendation domains and applications where content and metadata play a key role, either in addition to or instead of ratings and implicit usage data. For some domains, such as movies, the relationship between content and usage data has seen thorough investigation already, but for many other domains, such as books, news, scientific articles, and Web pages we still do not know if and how these data sources should be combined to provided the best recommendation performance. The CBRecSys 2016 workshop provides a dedicated venue for papers dedicated to all aspects of content-based recommendation.
AB - While content-based recommendation has been applied successfully in many different domains, it has not seen the same level of attention as collaborative filtering techniques have. However, there are many recommendation domains and applications where content and metadata play a key role, either in addition to or instead of ratings and implicit usage data. For some domains, such as movies, the relationship between content and usage data has seen thorough investigation already, but for many other domains, such as books, news, scientific articles, and Web pages we still do not know if and how these data sources should be combined to provided the best recommendation performance. The CBRecSys 2016 workshop provides a dedicated venue for papers dedicated to all aspects of content-based recommendation.
KW - Content-based recommendation
KW - Collaborative filtering
KW - Recommendation domains
KW - Metadata
KW - Recommendation performance
KW - Content-based recommendation
KW - Collaborative filtering
KW - Recommendation domains
KW - Metadata
KW - Recommendation performance
M3 - Anthology
T3 - CEUR Workshop Proceedings
BT - CBRecSys 2016. New Trends on Content-Based Recommender Systems
PB - CEUR Workshop Proceedings
Y2 - 15 September 2016 through 19 September 2016
ER -