Case-Based Reasoning (CBR) is suited to problem solving in domains where there are recurring problems. This paper describes the development of a CBR system for use in such a domain, the Technical Support department of an aircraft manufacturing company. The system uses three types of indexing: knowledge-guided induction, inductive indexing and nearest neighbour matching. The resultant system integrates case based retrieval with a relational database system to provide a rich environment to help manage the life cycle of a technical support query. In early tests with the system, staff can discern if a new query is a recurring problem and has been solved before or if it is a completely new unsolved technical query.
|Title of host publication||Proceedings of the First International Conference on Case-Based Reasoning Research and Development|
|Editors||M.M Veloso, A Aamodt|
|Place of Publication||Heidelberg|
|Publication status||Published - 23 Oct 1995|
- Case based reasoning
Allen, JRC., Patterson, D., Mulvenna, M., & Hughes, J. (1995). The Application of Case Based Reasoning in Aircraft Technical Support. In M. M. Veloso, & A. Aamodt (Eds.), Proceedings of the First International Conference on Case-Based Reasoning Research and Development (pp. 1-1). Springer. http://uir.ulster.ac.uk/36499/1/MULVENNA-The%20Application%20of%20Case%20Based%20Reasoning%20in%20Aircraft%20Technical%20Support.pdf