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AAAI
2004
13 years 10 months ago
Exploring More Realistic Evaluation Measures for Collaborative Filtering
Collaborative filtering is a popular technique for recommending items to people. Several methods for collaborative filtering have been proposed in the literature and the quality o...
Giuseppe Carenini, Rita Sharma
AAAI
2004
13 years 10 months ago
Loop Formulas for Circumscription
Clark's completion is a simple nonmonotonic formalism and a special case of several nonmonotonic logics. Recently there has been work on extending completion with "loop ...
Joohyung Lee, Fangzhen Lin
AAAI
2004
13 years 10 months ago
Assessing the Complexity of Plan Recognition
This paper presents a discussion of the theoretical complexity of plan recognition on the basis of an analysis of the number of explanations that any complete plan recognition alg...
Christopher W. Geib
AAAI
2004
13 years 10 months ago
Useful Roles of Emotions in Artificial Agents: A Case Study from Artificial Life
In this paper, we discuss the role of emotions in AI and possible ways to determine their utility for the design of artificial agents. We propose a research methodology for determ...
Matthias Scheutz
AAAI
2004
13 years 10 months ago
Fuzzy Induction in Dynamic User Profiling for Information Filtering
one. The assignment of the weights is performed according to the following two conditions: 1) The sum of weights assigned to the links outgoing from the original keyword has to be ...
Rafal A. Angryk, Costin Barbu