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Visualization of Researcher's Knowledge Structure Based on Knowledge Network

机译:基于知识网络的研究者知识结构可视化

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摘要

In order to promote intuition and accuracy of researcher's knowledge representation,this paper is focused on the visualization of knowledge structure based on knowledge network. According to the system science theory,the composition of researcher's knowledge structure is analyzed. A model of researcher's knowledge network which represents researcher's knowledge structure is proposed. This model includes knowledge points,knowledge stocks and relationship between knowledge points. After modeling process of knowledge network which includes modeling of knowledge points,calculating of knowledge stocks ,modeling of relationship and hierarchical processing of knowledge network,researcher's knowledge fields and knowledge sub fields can be discovered. a researcher's knowledge management prototype system is developed based on the above method. The method makes researcher's knowledge structure visualized intuitively,objectively and quantitatively,which is validated by a case in the end.
机译:为了提高研究者知识表示的直觉性和准确性,本文着重研究基于知识网络的知识结构的可视化。根据系统科学理论,对研究人员知识结构的构成进行了分析。提出了代表研究者知识结构的研究者知识网络模型。该模型包括知识点,知识库和知识点之间的关系。通过知识网络的建模过程,包括知识点的建模,知识存量的计算,关系的建模和知识网络的层次处理,可以发现研究人员的知识领域和知识子领域。基于以上方法开发了研究人员的知识管理原型系统。该方法使研究人员的知识结构直观,客观,定量地可视化,最后通过案例验证。

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