教育过程中的知识可视化

Q4 Computer Science
T. M. Shamsutdinova
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引用次数: 0

摘要

本研究的目的是考察教育过程中知识可视化的理论和实践方面,比较不同的知识表示模型,给出一个构建本体来表示学习过程中知识可视化的学科领域的例子,以及使用Kohonen Maps来可视化学生表现的例子。在研究中,采用建模方法学习本体和聚类模型、可视化方法和数据系统化方法。结论是,知识可视化是一个复杂的、多成分的概念,在教育过程的教学原则、人格认知模型理论、思维的感性特性、哲学知觉、知识的认识论理论和人的思想中的现实反映理论的背景下具有许多特征。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Visualization of Knowledge in the Educational Process
The purpose of the study is to examine the theoretical and practical aspects of knowledge visualization in the educational process, to compare different models of knowledge representation, give an example of building an ontology to represent the subject area of knowledge visualization in the learning process, as well as an example of using Kohonen Maps to visualize student performance. In the study, modeling methods were used to learn ontological and cluster models, methods of visualization and data systematization. It is concluded that the visualization of knowledge is a complex, multicomponent concept that has a number of features in the context of the didactic principles of the educational process, the theory of the cognitive model of personality, the features of the perceptual properties of thinking, philosophical perception, the epistemological theory of knowledge and the theory of reflection of reality in the human mind.
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来源期刊
Scientific Visualization
Scientific Visualization Computer Science-Computer Vision and Pattern Recognition
CiteScore
1.30
自引率
0.00%
发文量
20
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