Paper Info
Title
Decision analysis with influence diagrams using Elvira's explanation facilities
Abstract
Explanation of reasoning in expert systems is necessary for debugging the knowledge base, for facilitating their acceptance by human users, and for using them as tutoring systems. In∞uence diagrams have proved to be efiective tools for building decision-support systems, but explanation of their reasoning is di-cult, because inference in probabilistic graphical models seems to have little relation with human thinking. The current paper describes some explanation capabilities for in∞uence diagrams and how they have been implemented in Elvira, a public software tool.
Year
Venue
Keywords
2006
Probabilistic Graphical Models
expert system,decision analysis,influence diagram,knowledge base,decision support system
Field
DocType
Citations 
Decision tree,Intelligent decision support system,Computer science,Knowledge management,Artificial intelligence,Knowledge base,Software engineering,Inference,Expert system,Influence diagram,Evidential reasoning approach,Decision engineering,Machine learning
Conference
0
PageRank 
References 
Authors
0.34
8
2
Name
Order
Citations
PageRank
M. Luque100.34
Francisco Javier Díez215018.73