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» A statistical relational model for trust learning
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ATAL
2008
Springer
13 years 6 months ago
A statistical relational model for trust learning
We address the learning of trust based on past observations and context information. We argue that from the truster's point of view trust is best expressed as one of several ...
Achim Rettinger, Matthias Nickles, Volker Tresp
ML
2011
ACM
163views Machine Learning» more  ML 2011»
12 years 11 months ago
Statistical relational learning of trust
Achim Rettinger, Matthias Nickles, Volker Tresp
ML
2012
ACM
413views Machine Learning» more  ML 2012»
12 years 8 days ago
Gradient-based boosting for statistical relational learning: The relational dependency network case
Dependency networks approximate a joint probability distribution over multiple random variables as a product of conditional distributions. Relational Dependency Networks (RDNs) are...
Sriraam Natarajan, Tushar Khot, Kristian Kersting,...
KDD
2010
ACM
188views Data Mining» more  KDD 2010»
13 years 2 months ago
Trust network inference for online rating data using generative models
In an online rating system, raters assign ratings to objects contributed by other users. In addition, raters can develop trust and distrust on object contributors depending on a f...
Freddy Chong Tat Chua, Ee-Peng Lim
ECAI
2010
Springer
13 years 2 months ago
Adaptive Markov Logic Networks: Learning Statistical Relational Models with Dynamic Parameters
Abstract. Statistical relational models, such as Markov logic networks, seek to compactly describe properties of relational domains by representing general principles about objects...
Dominik Jain, Andreas Barthels, Michael Beetz