集成案例推理综述

Survey on integrated case-based reasoning

如何将智能方法和智能技术与案例推理集成来提高案例推理的性能是专家系统研发的一个重要课题。随着计算机科学的飞速发展,智能方法与智能技术与案例推理的集成呈现了新特点。针对近几年案例推理与智能方法和智能技术集成的新进展进行了综述,分析了案例推理与智能方法和智能技术集成的原因,归纳了所应用的集成模型的类别和在案例推理中的具体应用,总结了案例推理与智能方法和智能技术集成的优势;根据当前研究现状,探讨了集成案例推理未来发展的趋势和新方法。

How to integrate case-based reasoning（ CBR） with intelligent methods and intelligent technologies for improving the efficiency of CBR in expert systems development is an important research topic. With the rapid development of computer science,new characteristics have been appeared in the integration of CBR and intelligent methods and intelligent technologies.This paper surveyed the newly development of the integration of CBR and intelligent methods and intelligent technologies in recent years. It analyzed the reasons that why CBR integrated with intelligent methods and intelligent technologies,and it also summarized types of integration models,integration application in CBR and advantages of the integration of CBR and intelligent methods and intelligent technologies. Finally,this paper presented some promising directions and new methods in the area of integrated CBR according to the current status of research.