A review of explanation methods for Bayesian networks
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.
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.
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.
Cambridge University Press