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基于人机交互技术的儿童教育互动学习系统的设计与评估

Design and evaluation of children's education interactive learning system based on human computer interaction technology.

作者信息

Li Mengru, Lv Yang, Pu Yongming, Wu Min

机构信息

Teachers' College, Chengdu University, Chengdu, 628000, China.

College of Public Administration, Sichuan University, Chengdu, 610065, China.

出版信息

Sci Rep. 2025 Feb 20;15(1):6135. doi: 10.1038/s41598-025-90800-y.

Abstract

This study aims to develop and evaluate an interactive learning system for children. Through mixed-method research, combined with quantitative and qualitative data analysis, this study provides a comprehensive evaluation of the educational effectiveness of the system. The study involves children in grades 1-6, and data on learning effectiveness before and after using the system are collected through pre-experiments and formal experiments. The results of the quantitative analysis show that after using the system, the average improvement rates for students in grades 1-3 and 4-6 are 24.6% and 22.2% in mathematics and 28.1% and 26.8% in science. The average response time of the system is 1.77 s, with the longest response time being 3.1 s. User satisfaction reaches 94%, and the error rate is 0.2%. These results demonstrate that the developed learning system significantly impacts children's learning effectiveness and optimizing user experience.

摘要

本研究旨在开发并评估一款针对儿童的交互式学习系统。通过混合方法研究,结合定量和定性数据分析,本研究对该系统的教育效果进行了全面评估。该研究涉及1至6年级的儿童,并通过预实验和正式实验收集了使用该系统前后的学习效果数据。定量分析结果表明,使用该系统后,1至3年级和4至6年级学生在数学方面的平均提高率分别为24.6%和22.2%,在科学方面的平均提高率分别为28.1%和26.8%。该系统的平均响应时间为1.77秒,最长响应时间为3.1秒。用户满意度达到94%,错误率为0.2%。这些结果表明,所开发的学习系统对儿童的学习效果有显著影响,并优化了用户体验。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f83b/11842731/a237de150900/41598_2025_90800_Fig1_HTML.jpg

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