Abstract | ||
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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 Gilio | 1 | 419 | 42.04 |
Niki Pfeifer | 2 | 74 | 9.14 |
G. Sanfilippo | 3 | 20 | 1.58 |