A review of explanation methods for Bayesian networks This work has been partially supported by the Spanish CICYT under project TIC-97-1135-C04. We thank Marek Druzdzel and the anonymous reviewers of the Knowledge Engineering Review for their comments on this paper.
LACAVE, CARMEN; DÍEZ, FRANCISCO J
Журнал:
The Knowledge Engineering Review
Аннотация:
One of the key factors for the acceptance of expert systems in real-world domains is the ability to explain their reasoning (Buchanan & Shortliffe, 1984; Henrion & Druzdzel, 1990). This paper describes the basic properties that characterise explanation methods and reviews the methods developed to date for explanation in Bayesian networks.
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