计算机工程 ›› 2010, Vol. 36 ›› Issue (23): 36-39.doi: 10.3969/j.issn.1000-3428.2010.23.013

• 软件技术与数据库 • 上一篇    下一篇

基于案例推理的ISP知识重用方法

刘冀琼1,2,李兴国1,顾东晓1,3,冯帅1,2   

  1. (1.合肥工业大学管理学院, 合肥 230009; 2.阜阳师范学院经济与商业系, 安徽 阜阳 236041; 3.威斯康星大学卢芭商学院, 威斯康星 密尔沃基 53211)
  • 出版日期:2010-12-05 发布日期:2010-12-14
  • 作者简介:刘冀琼(1984-),女,硕士研究生,主研方向:案例推理,物流与供应链管理;李兴国,教授;顾东晓,讲师、博士研究生;冯帅,硕士研究生
  • 基金项目:
    国家自然科学基金资助重点项目(70631003);国家自然科学基金资助项目(70871033);合肥工业大学科学研究发展基金资助项目(2009HGXJ0039)

CaseBased Reasoning ISP Knowledge Reuse Method

LIU Jiqiong1,2,LI Xingguo1,GU Dongxiao1,3,FENG Shuai1,2   

  1. (1.School of Management, Hefei University of Technology, Hefei 230009, China; 2.Depantment of Economics and Business, Fuyang Normal University, Fuyang 236041, China; 3.Lubar School of Business, University of WisconsinMilwaukee, Milwaukee 53211, USA)
  • Online:2010-12-05 Published:2010-12-14

摘要: 针对企业信息化中信息系统规划(ISP)在较大程度上依赖先前规划经验和知识的特点,为有效支持ISP知识重用和管理创新,将案例推理技术应用于ISP知识重用的全过程,提出基于案例推理的ISP知识重用方法(HRMKGANNA),研究应用框架、案例表示、案例检索算法与重用等关键技术。通过组织案例库进行ISP知识检索实验,结果表明HRMKGANNA法具有良好的准确性和较高的效率。

关键词: 案例推理, 信息系统规划, 知识重用, 案例表达

Abstract: Information System Planning(ISP) of enterprises mostly depends on previous knowledge and experience. In order to effectively support ISP knowledge reuse and management innovation, this paper uses the CaseBased Reasoning(CBR) technology to the whole process of ISP knowledge reuse and proposes a casebased knowledge reuse method for ISP: Hybrid Retrieval Method combining KnowledgeGuided Approach with NearestNeighbor Approach(HRMKGANNA) method. The application framework, case representation, case retrieval algorithm and case reuse are thoroughly explored. After organizing the cases base, the ISP knowledge retrieval experiment is conducted, and experimental results demonstrate that HRMKGANNA can satisfy retrieval requirements with high retrieval accuracy and efficiency.

Key words: CaseBased Reasoning(CBR), Information System Planning(ISP), knowledge reuse, case representation

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