34 search results - page 4 / 7 » A User-Item Relevance Model for Log-Based Collaborative Filt... |
SIGIR
2005
ACM
13 years 11 months ago
2005
ACM
We propose a fully decentralized collaborative filtering approach that is self-organizing and operates in a distributed way. The relevances between downloading files (items) are...
GFKL
2005
Springer
13 years 11 months ago
2005
Springer
One of the key challenges in large information systems such as online shops and digital libraries is to discover the relevant knowledge from the enormous volume of information. Rec...
KDD
2009
ACM
14 years 6 months ago
2009
ACM
Customer preferences for products are drifting over time. Product perception and popularity are constantly changing as new selection emerges. Similarly, customer inclinations are ...
ECAI
2008
Springer
13 years 8 months ago
2008
Springer
The Internet is constantly growing, proposing more and more services and sources of information. Modeling personal preferences enables recommender systems to identify relevant subs...
WSDM
2010
ACM
14 years 3 months ago
2010
ACM
Tagging plays an important role in many recent websites. Recommender systems can help to suggest a user the tags he might want to use for tagging a specific item. Factorization mo...