604 search results - page 9 / 121 » Preference Networks: Probabilistic Models for Recommendation... |
141
Voted
ICDIM
2008
IEEE
15 years 10 months ago
2008
IEEE
We describe a recommender system based on Dynamically Structured Holographic Memory (DSHM), a cognitive model of associative memory that uses holographic reduced representations a...
138
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AAAI
2006
15 years 5 months ago
2006
The open nature of collaborative recommender systems allows attackers who inject biased profile data to have a significant impact on the recommendations produced. Standard memory-...
144
Voted
CIKM
2008
Springer
15 years 5 months ago
2008
Springer
Data sparsity, scalability and prediction quality have been recognized as the three most crucial challenges that every collaborative filtering algorithm or recommender system conf...
167
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AAAI
2011
14 years 3 months ago
2011
Utility elicitation is an important component of many applications, such as decision support systems and recommender systems. Such systems query users about their preferences and ...
177
Voted
SDM
2012
SIAM
13 years 6 months ago
2012
SIAM
We propose a new matrix completion algorithm— Kernelized Probabilistic Matrix Factorization (KPMF), which effectively incorporates external side information into the matrix fac...