Sciweavers

76
Voted
RECSYS
2015
ACM
9 years 11 months ago
Predicting Online Performance of News Recommender Systems Through Richer Evaluation Metrics
We investigate how metrics that can be measured offline can be used to predict the online performance of recommender systems, thus avoiding costly A-B testing. In addition to accu...
Andrii Maksai, Florent Garcin, Boi Faltings
96
Voted
RECSYS
2015
ACM
9 years 11 months ago
News2Images: Automatically Summarizing News Articles into Image-Based Contents via Deep Learning
Compact representation is a key issue for effective information delivery to users in mobile content-providing services. In particular, it is more severe when providing text docume...
Jung-Woo Ha, Dongyeop Kang, Hyuna Pyo, Jeonghee Ki...
84
Voted
RECSYS
2015
ACM
9 years 11 months ago
Beyond "Hitting the Hits": Generating Coherent Music Playlist Continuations with the Right Tracks
Automated playlist generation is a special form of music recommendation and a common feature of digital music playing applications. A particular challenge of the task is that the ...
Dietmar Jannach, Lukas Lerche, Iman Kamehkhosh
85
Voted
RECSYS
2015
ACM
9 years 11 months ago
A Recommendation-Based Book-Exchange System Without Using Wish Lists
We introduce EasyEx, a recommendation-based book exchange system which identifies potential exchanges for a user solely based on the user’s item list. EasyEx is novel, since it...
Maria Soledad Pera, Yiu-Kai Ng
79
Voted
RECSYS
2015
ACM
9 years 11 months ago
Context-Aware Recommendations for Mobile Shopping
This paper presents a context-aware mobile shopping recommender system. A critique-based baseline recommender system is enhanced by the integration of context conditions like weat...
Béatrice Lamche, Yannick Rödl, Claudiu...