Interrelatedness patterns of knowledge representation in extension concept mapping

IF 3.1 Q1 EDUCATION & EDUCATIONAL RESEARCH Research and Practice in Technology Enhanced Learning Pub Date : 2024-05-17 DOI:10.58459/rptel.2025.20009
D. D. Prasetya, Triyanna Widiyaningtyas, Tsukasa Hirashima
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Abstract

Extension concept mapping enhances existing maps by integrating new knowledge, yielding an additional map. This study focuses on two potential extension designs: Extended Kit-Build and Extended Scratch-Build methods. While prior research favored Extended Kit-Build for cognitive knowledge comprehension and map scores, it lacked insights into concept map-relatedness patterns. The tight connections among knowledge representations demonstrate a remarkable level of expertise and the profoundness of an individual’s understanding. This study reveals interrelatedness patterns in extension concept mapping activities that connect previous and new knowledge. The dataset was obtained from a database that accommodates the results of concept mapping activities of 55 university students on two material topics. The study employed a two-group design, wherein the experimental cohort embraced the Extended Kit-Build approach, contrasting with the control cohort’s utilization of the Extended Scratch-Build approach. Extension Relationship scores were utilized to evaluate the knowledge interrelatedness patterns in extension concept mapping. The scoring method assessed both the number and quality of concept map proposition relationships. The experimental group established a statistically more significant quantity and qualitative strength of extension relationships than those within the control group. In the experimental group, a statistically noteworthy positive correlation emerged between the scores of extension relationships and students’ comprehension.
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扩展概念映射中知识表示的相互关联模式
扩展概念制图通过整合新知识来增强现有地图,从而产生额外的地图。本研究侧重于两种潜在的扩展设计:扩展工具包构建法和扩展划痕构建法。虽然之前的研究在认知知识理解和地图得分方面更倾向于扩展工具包构建法,但缺乏对概念图相关性模式的深入了解。知识表征之间的紧密联系显示了个人非凡的专业知识水平和深刻的理解力。本研究揭示了扩展概念图绘制活动中连接旧知识和新知识的相互关联模式。数据集来自一个数据库,其中包含 55 名大学生就两个材料主题进行概念映射活动的结果。研究采用了两组设计,实验组采用 "扩展工具包-构建 "方法,对照组采用 "扩展划痕-构建 "方法。扩展关系评分用于评估扩展概念图中的知识相互关联模式。评分方法评估了概念图命题关系的数量和质量。与对照组相比,实验组建立的扩展关系在数量和质量上都有显著的提高。在实验组中,延伸关系的得分与学生的理解能力之间出现了统计学上值得注意的正相关。
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来源期刊
CiteScore
7.10
自引率
3.10%
发文量
28
审稿时长
13 weeks
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