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» Beliefs in Agent Implementation
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57
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AAAI
2007
15 years 3 months ago
Knowledge-Driven Learning and Discovery
The goal of our current research is machine learning with the help and guidance of a knowledge base (KB). Rather than learning numerical models, our approach generates explicit sy...
Benjamin Lambert, Scott E. Fahlman
84
Voted
AAAI
2007
15 years 3 months ago
Finding Related Pages Using Green Measures: An Illustration with Wikipedia
We introduce a new method for finding nodes semantically related to a given node in a hyperlinked graph: the Green method, based on a classical Markov chain tool. It is generic, ...
Yann Ollivier, Pierre Senellart
81
Voted
AAAI
2008
15 years 3 months ago
Metalevel Information in Ontology-Based Applications
Applications of Semantic Web technologies often require the management of metalevel information--that is, information that provides additional detail about domain-level informatio...
Thanh Tran, Peter Haase, Boris Motik, Bernardo Cue...
107
Voted
ATAL
2007
Springer
15 years 2 months ago
Social comparison in crowds: a short report
Modeling crowd behavior is an important challenge for cognitive modelers. We propose a novel model of crowd behavior, based on Festinger’s Social Comparison Theory, a social psy...
Gal A. Kaminka, Natalie Fridman
77
Voted
AAAI
2004
15 years 2 months ago
An Instance-Based State Representation for Network Repair
We describe a formal framework for diagnosis and repair problems that shares elements of the well known partially observable MDP and cost-sensitive classification models. Our cost...
Michael L. Littman, Nishkam Ravi, Eitan Fenson, Ri...