Case Base Maintenance Approach

摘要：

Case base Maintenance is an active Case Based Reasoning research area. The main stream focuses on the method for reducing the size of the case-base while maintaining case-base competence. This paper gives an overview of these works, and proposes a case deletion strategy based on competence criteria using a novel approach. The proposed method, even if inspired from existing literature, combines an algorithm with a Competence Metric (CM). A series of tests are conducted using two standards data-sets as well as a locally constructed one, on which, three Case Base Maintenance approaches were tested. This experimental study shows how this technique compares favourably to more traditional strategies across two standard data-sets.

关键词： Knowledge-based systems case-based reasoning case-base maintenance competence case deletion strategies

作者: Mohamed Karim HAOUCHINE Brigitte CHEBEL-MORELLO Noureddine ZERHOUNI

作者单位: Laboratoire dAutomatique de Besan.on,LAB–UMR CNRS 6596,France 24,rue Alain Savary,25000 Besan.on -France

会议类型: 国际会议

会议名称: 工业工程与系统管理2007年国际会议(International Conference on Industrial Engineering and Systems Management)(IESM 2007)

会议地点: 北京

会议语种:英文

在线出版日期: 2007-05-30（万方平台首次上网日期，不代表论文的发表时间）