设计了一个基于本体的数学教育智能查询系统模型

IF 1.1 Q1 MATHEMATICS JOURNAL OF INTERDISCIPLINARY MATHEMATICS Pub Date : 2023-01-01 DOI:10.47974/jim-1674
H. Nguyen, Hoa Huynh, Thanh T. Mai, Dung A. Tran, Diem Nguyen, Van-Thanh Nguyen-Le
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引用次数: 0

摘要

通过电子学习可以促进远程学习,学生可以通过使用能够自主学习的智能查询系统来提高对课程材料的理解。本文提出了一种基于本体的高中数学知识组织方法。本体Rela-Ops模型是一种表示关系和运算符知识的知识模型,它与功能的知识组件相结合。在组合模型的基础上,提出了一种表示知识内容关系的知识图谱结构。利用这些结构设计了一个高中数学智能查询系统。该查询系统可以查询课程内容,并提取与查询结果相关的其他知识。实验结果表明,该方法在实际应用中是有效的。
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Design an ontology-based model for intelligent querying system in mathematics education
Distance learning can be facilitated through e-learning, and students can enhance their understanding of course materials through the use of an intelligent querying system that enables self-learning. In this paper, an ontology-based method for organizing the knowledge of mathematics in high-school is presented. Ontology Rela-Ops model, which is a knowledge model for representing the knowledge of relations and operators, is combined with the knowledge component of functions. Based on the combining model, a structure of knowledge graph is proposed to represent relations of intellectual contents. An intelligent querying system is designed for the domain of high-school mathematics using these structures. This searching system can query contents of the course and extracts other knowledge related to querying results. The experimental results show that the proposed method is useful and effective to apply in the practice.
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来源期刊
CiteScore
2.70
自引率
23.50%
发文量
141
期刊介绍: The Journal of Interdisciplinary Mathematics (JIM) is a world leading journal publishing high quality, rigorously peer-reviewed original research in mathematical applications to different disciplines, and to the methodological and theoretical role of mathematics in underpinning all scientific disciplines. The scope is intentionally broad, but papers must make a novel contribution to the fields covered in order to be considered for publication. Topics include, but are not limited, to the following: • Interface of Mathematics with other Disciplines • Theoretical Role of Mathematics • Methodological Role of Mathematics • Interface of Statistics with other Disciplines • Cognitive Sciences • Applications of Mathematics • Industrial Mathematics • Dynamical Systems • Mathematical Biology • Fuzzy Mathematics The journal considers original research articles, survey articles, and book reviews for publication. Responses to articles and correspondence will also be considered at the Editor-in-Chief’s discretion. Special issue proposals in cutting-edge and timely areas of research in interdisciplinary mathematical research are encouraged – please contact the Editor-in-Chief in the first instance.
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