Abstract This paper presents the inference and reasoning methods in a Bayesian supported knowledge-intensive case-based (CBR) system called BNCreek. The process this is combination of three methods. semantic network CBR method are employed to handle difficulties inferencing uncertain domains. make more accurate. An experiment from oil well drilling as complex application domain conducted. evalu...