Sciweavers

807 search results - page 13 / 162
» Learning Collaborative Information Filters
Sort
View
ICMCS
2000
IEEE
145views Multimedia» more  ICMCS 2000»
14 years 1 months ago
Temperament-Based Information Filtering: A Human Factors Approach to Information Recommendation
This paper provides an intelligent multiagent approach to incorporate human temperaments into the filtering process of an information recommendation service. Our approach is to de...
Cha-Hwa Lin, Dennis McLeod
ICML
2004
IEEE
14 years 9 months ago
The multiple multiplicative factor model for collaborative filtering
We describe a class of causal, discrete latent variable models called Multiple Multiplicative Factor models (MMFs). A data vector is represented in the latent space as a vector of...
Benjamin M. Marlin, Richard S. Zemel
AUSAI
2008
Springer
13 years 10 months ago
Additive Regression Applied to a Large-Scale Collaborative Filtering Problem
Abstract. The much-publicized Netflix competition has put the spotlight on the application domain of collaborative filtering and has sparked interest in machine learning algorithms...
Eibe Frank, Mark Hall
CIKM
2005
Springer
14 years 2 months ago
Trust-based collaborative filtering
Jianshu Weng, Chunyan Miao, Angela Goh, Dongtao Li
SIGIR
2002
ACM
13 years 8 months ago
Bayesian online classifiers for text classification and filtering
This paper explores the use of Bayesian online classifiers to classify text documents. Empirical results indicate that these classifiers are comparable with the best text classifi...
Kian Ming Adam Chai, Hai Leong Chieu, Hwee Tou Ng