Title
Transitive reasoning with imprecise probabilities.
Abstract
We study probabilistically informative (weak) versions of transitivity by using suitable definitions of defaults and negated defaults in the setting of coherence and imprecise probabilities. We represent p-consistent sequences of defaults and/or negated defaults by g-coherent imprecise probability assessments on the respective sequences of conditional events. Finally, we present the coherent probability propagation rules for Weak Transitivity and the validity of selected inference patterns by proving p-entailment of the associated knowledge bases.
Year
DOI
Venue
2015
10.1007/978-3-319-20807-7_9
Lecture Notes in Artificial Intelligence
Keywords
Field
DocType
Coherence,Default,Imprecise probability,Knowledge base,P-consistency,P-entailment,Reasoning,Syllogism,Weak transitivity
Syllogism,Discrete mathematics,Computer science,Inference,Imprecise probability,Coherence (physics),Knowledge base,Probabilistic logic,Default reasoning,Transitive relation
Journal
Volume
ISSN
Citations 
9161
0302-9743
2
PageRank 
References 
Authors
0.38
13
3
Name
Order
Citations
PageRank
Angelo Gilio141942.04
Niki Pfeifer2749.14
G. Sanfilippo3201.58