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» A Lattice-Based Model for Recommender Systems
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UM
2007
Springer
15 years 6 months ago
Cross-Domain Mediation in Collaborative Filtering
One of the main problems of collaborative filtering recommenders is the sparsity of the ratings in the users-items matrix, and its negative effect on the prediction accuracy. This ...
Shlomo Berkovsky, Tsvi Kuflik, Francesco Ricci
ERCIMDL
2010
Springer
165views Education» more  ERCIMDL 2010»
15 years 28 days ago
Metadata Impact on Research Paper Similarity
While collaborative filtering and citation analysis have been well studied for research paper recommender systems, content-based approaches typically restrict themselves to straigh...
Germán Hurtado Martín, Steven Schock...
EUSFLAT
2003
103views Fuzzy Logic» more  EUSFLAT 2003»
15 years 1 months ago
Instance-based collaborative filtering with fuzzy labels
In recommender systems, user ratings of items are often represented in terms of linguistic labels such as “fair” or “very good”. We investigate the potential of fuzzy sets...
Eyke Hüllermeier
SIGIR
2009
ACM
15 years 6 months ago
Predicting user interests from contextual information
Search and recommendation systems must include contextual information to effectively model users’ interests. In this paper, we present a systematic study of the effectiveness of...
Ryen W. White, Peter Bailey, Liwei Chen
AWIC
2003
Springer
15 years 5 months ago
ROSA - Multi-agent System for Web Services Personalization
Automatic and non-invasive web personalization seems to be a challenge for nowadays web sites. Many web mining techniques are used to achieve this goal. Since current web sites evo...
Przemyslaw Kazienko, Maciej Kiewra