Sciweavers

63
Voted
RECSYS
2015
ACM
9 years 11 months ago
Next Basket Recommendation with Neural Networks
One crucial task in recommendation is to predict what a user will buy next given her shopping history. In this paper, we propose a novel neural network to complete this task. The ...
Shengxian Wan, Yanyan Lan, Pengfei Wang, Jiafeng G...
71
Voted
RECSYS
2015
ACM
9 years 11 months ago
Replicable Evaluation of Recommender Systems
Recommender systems research is by and large based on comparisons of recommendation algorithms’ predictive accuracies: the better the evaluation metrics (higher accuracy scores ...
Alan Said, Alejandro Bellogín
80
Voted
RECSYS
2015
ACM
9 years 11 months ago
Context-Aware Event Recommendation in Event-based Social Networks
The Web has grown into one of the most important channels to communicate social events nowadays. However, the sheer volume of events available in event-based social networks (EBSN...
Augusto Q. de Macedo, Leandro Balby Marinho, Rodry...
RECSYS
2015
ACM
9 years 11 months ago
Overlapping Community Regularization for Rating Prediction in Social Recommender Systems
Recommender systems have become de facto tools for suggesting items that are of potential interest to users. Predicting a user’s rating on an item is the fundamental recommendat...
Hui Li, Dingming Wu, Wenbin Tang, Nikos Mamoulis
75
Voted
RECSYS
2015
ACM
9 years 11 months ago
Are Real-World Place Recommender Algorithms Useful in Virtual World Environments?
Large scale virtual worlds such as massive multiplayer online games or 3D worlds gained tremendous popularity over the past few years. With the large and ever increasing amount of...
Leandro Balby Marinho, Christoph Trattner, Denis P...