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» Modeling Value Speculation
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UAI
2003
15 years 8 months ago
Active Collaborative Filtering
Collaborative filtering (CF) allows the preferences of multiple users to be pooled to make recommendations regarding unseen products. We consider in this paper the problem of onl...
Craig Boutilier, Richard S. Zemel, Benjamin M. Mar...
UAI
2003
15 years 8 months ago
Web-Based Question Answering: A Decision-Making Perspective
We investigate the use of probabilistic models and cost-benefit analyses to guide the operation of a Web-based question-answering system. We first provide an overview of research ...
David Azari, Eric Horvitz, Susan T. Dumais, Eric B...
ECIS
2000
15 years 8 months ago
Leveraging Professional Intellect in the Virtual Age
The paper explores the nature of professional intellect and the requirements for managing it, an area acknowledged as being under-researched. Five case studies in the professional ...
Dieter Fink
WSMAI
2003
15 years 8 months ago
Fuzzy Inferencing in the Web Page Layout Design
The Web page layout design is a complex and ill-structured problem where the evolving tasks, inadequate information processing capabilities, cognitivebiasesand socio-emotionalfacet...
Abdul Rahim Ahmad, Otman A. Basir, Khaled Hassanei...
NIPS
2000
15 years 8 months ago
Using Free Energies to Represent Q-values in a Multiagent Reinforcement Learning Task
The problem of reinforcement learning in large factored Markov decision processes is explored. The Q-value of a state-action pair is approximated by the free energy of a product o...
Brian Sallans, Geoffrey E. Hinton