80
Voted
RECSYS
2015
ACM
9 years 11 months ago
2015
ACM
Over the last years, thanks to Open Data initiative and the Semantic Web, there has been a vast increase on user contributed data. In several cases (e.g. OpenStreetMap, Geonames),...
84
Voted
RECSYS
2015
ACM
9 years 11 months ago
2015
ACM
This work shows the early stages of the development of a collaborative-filtering-inspired adaptive system to streamline the ordering process at restaurants that use electronic me...
75
Voted
RECSYS
2015
ACM
9 years 11 months ago
2015
ACM
The 3rd International Workshop on News Recommendation and Analytics (INRA 2015) is held in conjunction with RecSys 2015 Conference in Vienna, Austria. This paper presents a brief ...
80
Voted
RECSYS
2015
ACM
2015
ACM
Recommendation with the Right Slice: Speeding Up Collaborative Filtering with Factorization Machines
9 years 11 months ago
We propose an alternative way to efficiently exploit rating data for collaborative filtering with Factorization Machines (FMs). Our approach partitions user-item matrix into ‘...
79
Voted
RECSYS
2015
ACM
9 years 11 months ago
2015
ACM
An essential characteristic in many e-commerce settings is that website visitors can have very specific short-term shopping goals when they browse the site. Relying solely on lon...