Knowledge Modeling of Inquiry-based Learning Using Ontology in Japanese High Schools

The purpose of this study is to clarify the overall framework of Inquiry based learning in Japanese high schoolsthrough knowledge modeling using ontology. Recently, inquiry-based learning (IBL), which aims at solving problems,has become popular in Japanese high school education. However, because of no teachers specializing in IBLand no textbooks, there is a lack of teaching resources. One solution to the problem is to conduct knowledge modelingas alternative to textbooks. This study proposes the Problem-Plan-Data-Analysis-Conclusion cycle (PPDAC cycle)ontology for use in teaching IBL. The PPDAC cycle is one of the statistical problem-solving processes. As a result ofthis study, we were able to construct a knowledge model that clarifies the overall framework of IBL. We verified thatits impact can contribute to improving the instructional skills of teachers with inexperience in teaching. The futureprospect is to develop an instructional advisory support system for inquiry-based learning. This paper is a study ofthe initial stage of system development.

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Publication Details

Journal
Transactions of the Japanese Society for Artificial Intelligence
Published
2025-05-01
DOI
https://doi.org/10.1527/tjsai.40-3_c-o82
Primary Topic
Innovative Teaching and Learning Methods
Type
article
Field-Weighted Citation Impact
0.00
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article

Knowledge Modeling of Inquiry-based Learning Using Ontology in Japanese High Schools

Hiroki Hayashi, Munehiko Sasajima
Transactions of the Japanese Society for Artificial Intelligence
Innovative Teaching and Learning Methods
article

Knowledge Modeling of Inquiry-based Learning Using Ontology in Japanese High Schools

Hiroki Hayashi, Munehiko Sasajima
article en

Abstract

The purpose of this study is to clarify the overall framework of Inquiry based learning in Japanese high schoolsthrough knowledge modeling using ontology. Recently, inquiry-based learning (IBL), which aims at solving problems,has become popular in Japanese high school education. However, because of no teachers specializing in IBLand no textbooks, there is a lack of teaching resources. One solution to the problem is to conduct knowledge modelingas alternative to textbooks. This study proposes the Problem-Plan-Data-Analysis-Conclusion cycle (PPDAC cycle)ontology for use in teaching IBL. The PPDAC cycle is one of the statistical problem-solving processes. As a result ofthis study, we were able to construct a knowledge model that clarifies the overall framework of IBL. We verified thatits impact can contribute to improving the instructional skills of teachers with inexperience in teaching. The futureprospect is to develop an instructional advisory support system for inquiry-based learning. This paper is a study ofthe initial stage of system development.

Transactions of the Japanese Society for Artificial IntelligenceVol. 40(3)
University of Hyogo (JP)
Quality Education
Openalex Percentile: Top 91%
Innovative Teaching and Learning Methods
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