499 search results - page 27 / 100 » One-shot Collaborative Filtering |
EWCBR
2000
Springer
14 years 1 months ago
2000
Springer
Collaborative filtering systems make recommendations based on the accumulation of ratings by many users. The process has a case-based reasoning flavor: recommendations are generate...
IFIP12
2004
13 years 11 months ago
2004
Latent class models (LCM) represent the high dimensional data in a smaller dimensional space in terms of latent variables. They are able to automatically discover the patterns from...
ICWS
2009
IEEE
13 years 7 months ago
2009
IEEE
As the abundance of Web services on the World Wide Web increase, designing effective approaches for Web service selection and recommendation has become more and more important. In...
JMLR
2010
13 years 4 months ago
2010
While most popular collaborative filtering methods use low-rank matrix factorization and parametric density assumptions, this article proposes an approach based on distribution-fr...
KDD
2009
ACM
14 years 4 months ago
2009
ACM
One-Class Collaborative Filtering (OCCF) is a task that naturally emerges in recommender system settings. Typical characteristics include: Only positive examples can be observed, ...