621 search results - page 1 / 125 » Estimating Probabilities in Recommendation Systems |
91
Voted
CORR
2010
Springer
14 years 9 months ago
2010
Springer
Modeling ranked data is an essential component in a number of important applications including recommendation systems and websearch. In many cases, judges omit preference among un...
RECSYS
2009
ACM
15 years 6 months ago
2009
ACM
A fundamental aspect of rating-based recommender systems is the observation process, the process by which users choose the items they rate. Nearly all research on collaborative ï¬...
116
Voted
SDM
2003
SIAM
15 years 1 months ago
2003
SIAM
The singular value decomposition (SVD) is fundamental to many data modeling/mining algorithms, but SVD algorithms typically have quadratic complexity and require random access to ...
117
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ICML
2001
IEEE
16 years 1 months ago
2001
IEEE
Accurate, well-calibrated estimates of class membership probabilities are needed in many supervised learning applications, in particular when a cost-sensitive decision must be mad...
104
Voted
SIGIR
2006
ACM
15 years 6 months ago
2006
ACM
We propose that the information access behavior of a group of people can be modeled as an information flow issue, in which people intentionally or unintentionally influence and in...