Decision Model Construction with Multilevel Influence Diagrams

X. Wu and K. L. Poh

We propose a flexible interactive approach to knowledge based model construction. The domain knowledge is represented in the form of multilevel influence diagrams. At each level, an influence diagram may be generated and the influence diagrams between the levels are related through a series of operations. We defined eight such operations and show that these are sound as well as sufficient to construct any target influence diagram in any practical situation. We have developed an algorithm for model construction using our multi-level influence diagram representation.


This page is copyrighted by AAAI. All rights reserved. Your use of this site constitutes acceptance of all of AAAI's terms and conditions and privacy policy.