Hypothesis management framework: a flexible design pattern for belief networks in decision support systems

摘要: This article discusses a design pattern for building belief networks application domains in which causal models are hard to construct. In this approach we pursue modular network structure that is easily extended by the users themselves, while remaining reliable decision support. The Hypothesis Management Framework proposed here pragmatic attempt enable analysts and domain experts construct maintain can be used support making, without requiring advanced knowledge engineering skills.