Sciweavers

71
Voted
RECSYS
2015
ACM
9 years 11 months ago
Analysing Compression Techniques for In-Memory Collaborative Filtering
Saúl Vargas, Craig Macdonald, Iadh Ounis
57
Voted
RECSYS
2015
ACM
9 years 11 months ago
Two-Stage Approach to Item Recommendation from User Sessions
We present our solution to the 2015 RecSys Challenge [1]. This challenge was based on a large scale dataset of over 9.2 million user-item click sessions from an online e-commerce ...
Maksims Volkovs
65
Voted
RECSYS
2015
ACM
9 years 11 months ago
Towards Automatic Meal Plan Recommendations for Balanced Nutrition
Food recommenders have been touted as a useful tool to help people achieve a healthy diet. Here we incorporate nutrition into the recommender problem by examining the feasibility ...
David Elsweiler, Morgan Harvey
78
Voted
RECSYS
2015
ACM
9 years 11 months ago
Exploring Statistical Language Models for Recommender Systems
Even though there exist multiple approaches to build recommendation algorithms, algebraic techniques based on vector and matrix representations are predominant in the field. Notw...
Daniel Valcarce
60
Voted
RECSYS
2015
ACM
9 years 11 months ago
ExcUseMe: Asking Users to Help in Item Cold-Start Recommendations
The item cold-start problem is of a great importance in collaborative filtering (CF) recommendation systems. It arises when new items are added to the inventory and the system ca...
Michal Aharon, Oren Anava, Noa Avigdor-Elgrabli, D...