Case-Based Problem Solving for Knowledge Management Systems
Irma Becerra‐Fernandez, David W. Aha · 1999
Case Based Reasoning (CBR) is an intelligent systems methodology that enables information managers to increase efficiency and reduce cost by substantially automating processes (i.e., diagnosis, scheduling, or design). By identifying and ranking the relevance between a new case and previously encountered cases (i.e., stored in the case base), CBR systems can capture and share all of an organization's related knowledge capital for future use, and knowledge recycling can optimize resources spent on research and development. Unfamiliar cases are solved and documented by retrieving and adapting solutions from similar stored cases. Sample applications include a proposed knowledge system designed to enhance the NASAKSC Shuttle Processing Out-of-Family Disposition process, which addresses any operation or performance outside expected range or one that has not previously been experienced. CBR technology can yield productive results by transforming problem report and interim problem report relat...