Applying Case-Based Reasoning Technique for Customized Management

Qing Yao, Yuqing Sun
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Abstract

To support agile management, enterprises would face the challenges of designing and executing flexible management model. In this paper, we present a novel Customized Management (CM) model based on given goals. First, the knowledge base is established to store the standardized scenario data involved with business goals with the help of business experts. Then based on such knowledge base, a customized management model could be created by means of Case-Based Reasoning (CBR) technique so as to satisfy the specific management requirements. We present the definition of CM, describe its creating process, and discuss the experiment result.
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案例推理技术在定制化管理中的应用
为了支持敏捷管理,企业将面临设计和执行灵活管理模型的挑战。在本文中,我们提出了一种新的基于给定目标的定制管理(CM)模型。首先,在业务专家的帮助下建立知识库,存储与业务目标相关的标准化场景数据。然后在此基础上,利用基于案例推理(Case-Based Reasoning, CBR)技术创建定制化的管理模型,以满足特定的管理需求。给出了CM的定义,描述了CM的产生过程,并对实验结果进行了讨论。
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