Case Based Reasoning in a Complex Domain With Limited Data: An Application to Process Control

복잡한 분야의 한정된 데이터 상황에서의 사례기반 추론: 공정제어 분야의 적용

Perhaps one of the most versatile approaches to learning in practical domains lies in case based reasoning. To date, however, most case based reasoning systems have tended to focus on relatively simple domains. The current study involves the development of a decision support system for a complex production process with a limited database. This paper presents a set of critical issues underlying CBR, then explores their consequences for a complex domain. Finally, the performance of the system is examined for resolving various types of quality control problems.