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The method of knowledge diagnosis using knowledge map based on ontology

机译:基于本体的知识图谱知识诊断方法

摘要

The present invention relates to a method for diagnosing the knowledge of a person to diagnose the knowledge from the verification data of the person to diagnose the knowledge using a knowledge map based on ontology composed of a relationship of knowledge objects. The present invention proposes a method for diagnosing a knowledge level by correcting the knowledge level of the person to diagnose the knowledge by comparing and evaluating the knowledge related to specific knowledge rather than determining the knowledge level about the corresponding knowledge of the person to diagnose the knowledge using only the evaluation of the specific knowledge. To this end, the present invention determines the knowledge by converging a knowledge error between the corrected knowledge level and the evaluated knowledge level of the person to diagnose knowledge by periodically repeating a forward propagation knowledge diagnosis and a backward propagation knowledge diagnosis using a gradient descent method of a neutral network theory. Accordingly, the present invention can more accurately diagnose the knowledge level and perform a diagnosis operation without previously securing learning data.
机译:本发明涉及一种方法,该方法用于基于基于由知识对象的关系组成的本体的知识图来从人的验证数据诊断人的知识以从人的验证数据中诊断知识。本发明提出了一种通过比较和评估与特定知识相关的知识来校正人的知识水平以诊断知识的诊断知识水平的方法,而不是确定关于人的相应知识的知识水平以诊断知识的方法。仅使用对特定知识的评估。为此,本发明通过将校正后的知识水平和所评估的人的知识水平之间的知识误差进行收敛来确定知识,从而通过使用梯度下降法周期性地重复进行前向传播知识诊断和后向传播知识诊断来诊断知识。中立网络理论。因此,本发明可以在不预先确保学习数据的情况下更准确地诊断知识水平并执行诊断操作。

著录项

  • 公开/公告号KR101820635B1

    专利类型

  • 公开/公告日2018-02-28

    原文格式PDF

  • 申请/专利权人 CARDINAL INFO TECH. CO. LTD.;

    申请/专利号KR20170127644

  • 发明设计人 LEE SEANGYONG;

    申请日2017-09-29

  • 分类号G06N3/08;G06N3/04;

  • 国家 KR

  • 入库时间 2022-08-21 12:38:31

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