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RECSYS
2015
ACM
8 years 7 months ago
Towards Improving Top-N Recommendation by Generalization of SLIM
Santiago Larrain, Denis Parra, Alvaro Soto
RECSYS
2015
ACM
8 years 7 months ago
Fostering Knowledge Exchange Using Group Recommendations
The more domain knowledge individual participants of a group decision process share with each other, the higher the probability of high-quality decision outcomes. In this paper we...
Alexander Felfernig, Martin Stettinger, Gerhard Le...
RECSYS
2015
ACM
8 years 7 months ago
Personalized Location Recommendation by Aggregating Multiple Recommenders in Diversity
Location recommendation is an important feature of social network applications and location-based services. Most existing studies focus on developing one single method or model fo...
Ziyu Lu, Hao Wang, Nikos Mamoulis, Wenting Tu, Dav...
RECSYS
2015
ACM
8 years 7 months ago
Putting Users in Control of their Recommendations
The essence of a recommender system is that it can recommend items personalized to the preferences of an individual user. But typically users are given no explicit control over th...
F. Maxwell Harper, Funing Xu, Harmanpreet Kaur, Ky...
RECSYS
2015
ACM
8 years 7 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...
RECSYS
2015
ACM
8 years 7 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
RECSYS
2015
ACM
8 years 7 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
8 years 7 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
RECSYS
2015
ACM
8 years 7 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...
RECSYS
2015
ACM
8 years 7 months ago
Item Familiarity Effects in User-Centric Evaluations of Recommender Systems
Laboratory studies are a common way of comparing recommendation approaches with respect to different quality dimensions that might be relevant for real users. One typical experim...
Dietmar Jannach, Lukas Lerche, Michael Jugovac