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作者机构:Univ Constantine Inst Informat Lab Lire Constantine 25000 Algeria
出 版 物:《EXPERT SYSTEMS WITH APPLICATIONS》 (专家系统及其应用)
年 卷 期:1998年第14卷第4期
页 面:483-492页
核心收录:
学科分类:1201[管理学-管理科学与工程(可授管理学、工学学位)] 0808[工学-电气工程] 08[工学] 0812[工学-计算机科学与技术(可授工学、理学学位)]
主 题:Object orientation Implication relations Marker propagation-based inference Extensibility Medical systems
摘 要:In this paper, I describe an approach for rule-based systems exploiting a purely object-oriented approach. The innovative idea is to consider a new kind of relation between knowledge objects which are believed to model implication relations of production rules. A knowledge base consisting of such objects can be conveniently represented as a Marker Propagating Graph (MPG), which provides rule-based-like representation features. The inference is seen as a marking propagation through the graph. This approach preserves the best of both the object orientation features and expert system functionality. This experimental study concerns the design and the implementation of a medical system for automatic interpretation of biological tests in Preventive Medicine Centers. Because the use of such a system is planned for many years, the possibilities for its future extensions are seriously considered. This would not be possible without a good appreciation of object orientation features. (C) 1998 Elsevier Science Ltd. All rights reserved.