Transitive reasoning with imprecise probabilities

03/13/2015
by   Angelo Gilio, et al.
0

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 prove the coherent probability propagation rules for Weak Transitivity and the validity of selected inference patterns by proving the p-entailment for the associated knowledge bases.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
10/16/2012

From imprecise probability assessments to conditional probabilities with quasi additive classes of conditioning events

In this paper, starting from a generalized coherent (i.e. avoiding unifo...
research
03/20/2013

Constraint Propagation with Imprecise Conditional Probabilities

An approach to reasoning with default rules where the proportion of exce...
research
02/07/2023

The Set Structure of Precision: Coherent Probabilities on Pre-Dynkin-Systems

In literature on imprecise probability little attention is paid to the f...
research
02/14/2012

Reasoning about RoboCup Soccer Narratives

This paper presents an approach for learning to translate simple narrati...
research
02/02/2022

An ASP approach for reasoning on neural networks under a finitely many-valued semantics for weighted conditional knowledge bases

Weighted knowledge bases for description logics with typicality have bee...
research
08/20/2023

A probabilistic analysis of selected notions of iterated conditioning under coherence

It is well know that basic conditionals satisfy some desirable basic log...
research
01/30/2013

Magic Inference Rules for Probabilistic Deduction under Taxonomic Knowledge

We present locally complete inference rules for probabilistic deduction ...

Please sign up or login with your details

Forgot password? Click here to reset