Knowledge Engineering for Uncertain Reasoning

• decide what to talk about

• decide on vocabulary of random variables
  • discretize continuous variables

• encode knowledge about variable dependencies
  • links and CPTs

• encode case description

• pose queries

• case study: PathFinder IV
  • lymph node diseases

  • almost 90% accurate

  • better than the experts involved in design