Abduction as belief revision

1995, Artificial Intelligence 77 (1), 43-94, 1995
Citas: 184
Importar citas Plots Conexiones

Autor(es)

Craig Boutilier and Veronica Becher

URL Pública

https://www.sciencedirect.com/science/article/pii/000437029400025V

Abstract

We propose a model of abduction based on the revision of the epistemic state of an agent. Explanations must be sufficient to induce belief in the sentence to be explained (for instance, some observation), or ensure its consistency with other beliefs, in a manner that adequately accounts for factual and hypothetical sentences. Our model will generate explanations that nonmonotonically predict an observation, thus generalizing most current accounts, which require some deductive relationship between explanation and observation. It also provides a natural preference ordering on explanations, defined in terms of normality or plausibility. To illustrate the generality of our approach, we reconstruct two of the key paradigms for model-based diagnosis, abductive and consistency-based diagnosis, within our framework. This reconstruction provides an alternative semantics for both and extends these systems to …

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Citas de Scrapping

#	Año	#Citas	Título	Autores	Journal	Editor
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71	1993	14	Abduction as belief revision: a model of preferred explanations	C Boutilier, V Becher	AAAI, 1993	Citeseer
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174		0		I Delgado-Arróniz
175		0		MC Mayer, F Pirri
176	2013	0		N Forde	2013	Universiteit van Amsterdam
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179	1998	0		Gesellschaft für Mathematik und …	1998	GMD-Forschungszentrum …
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183		0		JAD CASIQUE
184		0		M Šípka

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