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基于知识网络的专家领域知识发现及表示方法
引用本文:席运江,党延忠.基于知识网络的专家领域知识发现及表示方法[J].系统工程,2005,23(8):110-115.
作者姓名:席运江  党延忠
作者单位:大连理工大学,系统工程研究所,辽宁,大连,116024
基金项目:国家自然科学基金资助项目(70271046)
摘    要:从知识网络的角度,对专家领域知识的发现及表示方法进行了研究。在分析知识内在关联的基础上,对专家领域知识进行网络建模,包括知识点建模及其关联关系建模。通过对模型进行网络分析,发现其中的群组(Clique)和子群组(Sub—Clique)。对群组和子群组中的知识点进行知识聚合,可获得知识核和知识子核,从而实现专家领域知识的准确获取和表示。该方法描述的专家领域知识可用专家领域知识网络结构图、知识表等形式表示出来,具有客观、准确等特点。文章最后给出了一个验证实例。

关 键 词:系统科学  知识网络  复杂网络  知识关联  专家知识
文章编号:1001-4098(2005)08-0110-06
收稿时间:2005-04-06
修稿时间:2005-04-06

The Discovery and Representation Methods of Expert Domain Knowledge Based On Knowledge Network
XI Yun-jiang,DANG Yan-zhong.The Discovery and Representation Methods of Expert Domain Knowledge Based On Knowledge Network[J].Systems Engineering,2005,23(8):110-115.
Authors:XI Yun-jiang  DANG Yan-zhong
Abstract:The paper is focused on the discovery and representation methods of expert domain knowledge based on knowledge network. Firstly the modeling method is discussed on the basis of knowledge relations, including the modeling methods of knowledge points and their inter-relations. Through the network analysis of the model, the Cliques and Sub-Cliques can be discovered ,which can be used to discover Knowledge Cores and Sub-Cores through knowledge cohesion. Then the expert domain knowledge can be obtained and represented in structural domain knowledge network diagrams and knowledge tables. The methods are proved to be objective and precise, which is acknowledged in an application case.
Keywords:System Science  Knowledge Network  Complex Network  Knowledge Relation t Expert Knowledge
本文献已被 CNKI 维普 万方数据 等数据库收录!
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