Design and evaluation of children’s education interactive learning system based on human computer interaction technology
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.
Authors
- Yang Lv (ORCID: https://orcid.org/0000-0001-6153-715X)
- Min Wu (ORCID: https://orcid.org/0000-0003-4415-0273)
- Pu Yongming (ORCID: https://orcid.org/0000-0001-6276-3773)
- Mengru Li (ORCID: https://orcid.org/0000-0002-5848-8809)
Institutions
- Sichuan University (CN)
- Chengdu University (CN)
Publication Details
- Journal
- Scientific Reports
- Published
- 2025-02-19
- DOI
- https://doi.org/10.1038/s41598-025-90800-y
- Citations
- 5
- Primary Topic
- Mobile Learning in Education
- Type
- article
- Field-Weighted Citation Impact
- 16.23