conference paper Open access
Abductive Plan Recognition by Extending Bayesian Logic Programs
Sindhu Raghavana, Raymond J. Mooneya
- aDepartment of Computer Science, University of Texas, 1616 Guadalupe, Suite 2.408, Austin, TX, 78701, USA
Lecture notes in computer scienceSpringer Science+Business Media2011-01-01 16 citations36 references
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Abstract
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TL;DRThis work extends BLPs to use logical abduction to construct Bayesian networks and calls the resulting model Bayesian Abductive Logic Programs (BALPs), which learns the parameters in BALPs using the Expectation Maximization algorithm adapted for BLPs. (Semantic Scholar)