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» Language Models of Collaborative Filtering
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IADIS
2009
13 years 4 months ago
Rendezvous-based associations: Language abstractions for robot collaboration
IONS FOR ROBOT COLLABORATION Bent Bruun Kristensen Maersk Mc-Kinney Moller Institute, University of Southern Denmark Campusvej 55, DK-5230, Odense M, Denmark Collaboration between...
Bent Bruun Kristensen
ICML
2007
IEEE
14 years 7 months ago
Restricted Boltzmann machines for collaborative filtering
Most of the existing approaches to collaborative filtering cannot handle very large data sets. In this paper we show how a class of two-layer undirected graphical models, called R...
Ruslan Salakhutdinov, Andriy Mnih, Geoffrey E. Hin...
WWW
2006
ACM
14 years 7 months ago
AutoTag: a collaborative approach to automated tag assignment for weblog posts
This paper describes AutoTag, a tool which suggests tags for weblog posts using collaborative filtering methods. An evaluation of AutoTag on a large collection of posts shows good...
Gilad Mishne
ECIR
2006
Springer
13 years 8 months ago
A User-Item Relevance Model for Log-Based Collaborative Filtering
Abstract. Implicit acquisition of user preferences makes log-based collaborative filtering favorable in practice to accomplish recommendations. In this paper, we follow a formal ap...
Jun Wang, Arjen P. de Vries, Marcel J. T. Reinders
ESANN
2007
13 years 8 months ago
Collaborative Filtering with interlaced Generalized Linear Models
Collaborative Filtering (CF) aims at finding patterns in a sparse matrix of contingency. It can be used for example to mine the ratings given by users on a set of items. In this p...
Nicolas Delannay, Michel Verleysen