Professor Yafeng ZHENG


Release date:2026/10/12
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鄭婭峰,北京師範大學珠海校區未來教育學院教授、博士生導師,教育數據中心主任。長期從事人工智能教育、科學教育與教師數字素養領域的教學與科研工作,主要研究方向包括技術賦能科學教育、科學素養智能評測、虛擬科學探究、人工智能教育應用與學習過程分析等。主持國家自然科學基金項目3項、教育部人文社會科學研究項目2項及省級科研項目10余項,在國內外核心期刊發表論文80余篇,出版學術專著2部,主編、參編多部教材。相關教學與實踐成果獲廣東省基礎教育教學成果獎一等獎、二等獎,並入選中小學科學課程實施典型案例。兼任教育部基礎教育教學指導委員會科學教學專委會秘書、教育部教育技術與資源發展中心評審專家等。長期參與區域科學教育改革、科學素養測評及教師專業發展工作,在推動人工智能與科學教育深度融合、服務區域教育創新方面形成了較為系統的研究與實踐成果。


研究方向

技術賦能科學教育、科學素養評測、人工智能教育應用、教師人工智能素養



近五年最具代表性的學術論文

[1]  Yafeng Zheng, Cuixin Li, Gen Li, Yang Yang.   Exploring the associations of curiosity, scientific interest, and scientific   identity with 4th and 6th graders’   scientific knowledge understanding, reasoning, and inquiry [J]. International Journal of Science Education, 2026, online first.

[2]  Yafeng Zheng, Xue Bai, Yang Yang, Chang Xu.   Exploring the Effects and Inquiry Process Behaviors of Fifth-Grade Students   Using Predict-Observe-Explain Strategy in Virtual Inquiry Learning [J]. Journal   of Science Education and Technology, 2024, 33 (4): 590-606.

[3]  Yafeng Zheng, Shebing Sun, Yang Yang, Chang   Xu. Exploring the effect of directive and reflective feedback on elementary   school students’ scientific conceptual understanding,   epistemological beliefs, and inquiry performance in online inquiry activities   [J]. Research in Science Education, 2024, 54 (6): 1095-1116.

[4]  Yafeng Zheng, Zhanghao Gao, Jun Shen,   Xuesong Zhai. Optimizing Automatic Text Classification Approach in Adaptive   Online Collaborative Discussion–A Perspective of Attention Mechanism-Based   Bi-LSTM [J]. IEEE Transactions on Learning Technologies, 2023, 16 (5):   591-602.

[5]  Yafeng Zheng, Mingming Cai, Gen Li, Zheng   Shao, Dongqing Wang, Wenting Zhang, Qian Fu. Cross-Topic Text Auto-Scoring Method   Based on Generative Adversarial Networks [J]. IEEE Transactions on Consumer   Electronics, 2025, 71 (2): 3667-3682.

[6]  Yaning Zhao, Yafeng Zheng. Effects of   elaborative and metacognitive feedback on students’ science achievement, epistemological beliefs, and   inquiry behaviors in simulation-based science inquiry learning [J].   Interactive Learning Environments, 2026: 1-19.

[7]  Chang Xu, Jinghan Zhu, Yilin Wang, Yafeng   Zheng. The Effects of Question Prompts and Worked Examples on Primary School   Students’ Scientific Achievement, Argumentation   Skills, Motivation, and Cognitive Load [J]. Behavioral Sciences, 2026, 16   (3): 335.

[8]  Zhenyan Liang, Kaixin Qian, Limin Wu,   Minhui Li, Yuxi Zhu, Di Liu, Xiaojing Gu, Yafeng Zheng. Teachers’ creativity-fostering behaviors and students’ creativity: Parallel serial mediation via growth   mindset, fear of evaluation, and creative self-efficacy [J]. Thinking Skills   and Creativity, 2026, 60: 102104.

[9]  Qian Fu, Yaning Zhao, Zixi Jia, Yafeng   Zheng. Large Language Models (LLMs) in Programming Learning: The Current   Research State and Agenda [J]. IEEE Transactions on Learning Technologies,   2025, 18: 942-961.

[10] Qian Fu, Xinyi Zhou, Yafeng Zheng, Zhenyi   Wang. The Effects of Algorithm Visualisation on Elementary School Students’ Algorithm-Learning Performance, Motivation, and   Behaviour [J]. Journal of Computer Assisted Learning, 2025, 41 (3): e70049.

[11] Yaqian Zheng, Deliang Wang, Junjie Zhang,   Yanyan Li, Yaping Xu, Yaqi Zhao, Yafeng Zheng. A unified framework for   personalized learning pathway recommendation in e-learning contexts [J].   Education and Information Technologies, 2025, 30 (6): 7911-7948.

[12] Xin Li, Wanqing Hu, Yanyan Li, Yafeng   Zheng. Individuals in a group: exploring engagement patterns via within-group   configurations of role profiles and their impact on performance in   collaborative problem solving [J]. Interactive Learning Environments, 2024,   32 (9): 5836-5851.

[13] Qian Fu, Wenjing Tang, Yafeng Zheng,   Haotian Ma, Tianlong Zhong. Predicting programming performance by using   process behavior in a block-based programming environment [J]. Interactive   Learning Environments, 2024, 32 (6): 2371-2385.

[14] Qian Fu, Yafeng Zheng, Mengyao Zhang,   Lanqin Zheng, Junyi Zhou, Bochao Xie. Effects of different feedback   strategies on academic achievements, learning motivations, and self-efficacy   for novice programmers [J]. Educational Technology Research and Development,   2023, 71 (3): 1013-1032.

[15] Qian Fu, Xue Bai, Yafeng Zheng, Runsheng   Du, Dongqing Wang, Tianyi Zhang. VisOJ: real-time visual learning analytics   dashboard for online programming judge [J]. The Visual Computer, 2023, 39   (6): 2393-2405.

[16] 鄭婭峰,赵亚宁,黄璟玥,等。教育智能体:研究現状和發展趋势 [J]. 現代远程教育研究,2025,37 (4):3-13+59.

[17] 鄭婭峰,黄璟玥,包昊罡。教育智能体赋能科學教育:概念特征、應用价值與实施策略 [J]. 远程教育杂志,2025,43 (3):24-32.

[18] 鄭婭峰。虚拟科學探究學习:内涵、价值與实施框架 [J]. 現代远程教育研究,2024,36 (5):16-24.

[19] 鄭婭峰。智能技術赋能虚拟科學探究學习过程评价與适應性反馈研究 [J]. 电化教育研究,2024,45 (3):99-105.

[20] 鄭婭峰。用數字技術赋能教師發展 [N]. 光明日报,2024-10-09.

[21] 黄志南,李根,鄭婭峰。多模态大模型赋能科學教育高质量發展:潜能、挑战與應用探索 [J]. 中国电化教育,2025,(6):60-69.

[22] 赵亚宁,黄志南,王栋卿,鄭婭峰。教育场景中多智能体的协同机制 —— 基于协作模式、组织架构與决策策略的三维分析 [J]. 現代远程教育研究,2026,38 (2):32-41.

[23] 徐唱,朱曼滋,王栋卿,鄭婭峰。教育智能体如何赋能国际中文教育?—— 一項关于學习效果、學习投入和學习体驗的准实驗研究 [J]. 电化教育研究,2026,47 (4):121-128.

[24] 傅骞,赵亚宁,甘甜甜,鄭婭峰。对话式教學智能体促进中學生编程學习表現的实证研究 [J]. 电化教育研究,2026,47 (3):37-46.

[25] 鄭婭峰,蔡铭铭,赵文艳,等。教育智能体赋能小學科學课堂教學实践研究 —— 以 “营养要均衡”   一课为例 [J]. 數字教育,2026,12 (3):78-86.

[26] 鄭婭峰。素养为本,技術創变:迈向數智时代的中小學科技教育 [J]. 山東教育,2026,(11):1.

[27] 鄭婭峰。人工智能赋能热潮下中小學教學應用的冷思考   [J]. 中国科技教育,2026,(2):6-9.

[28] 鄭婭峰,朱婧菡,包昊罡。基于 CER 框架的科學論证课程設計與实践   —— 以 “岩石與土壤” 单元为例 [J]. 湖北教育 (科學课),2025,(3):44-48.

[29] 单美贤,徐睿文,上官晨雨,鄭婭峰。元认知支架对小學高年级虚拟科學探究中科學概念學习影响的实证研究 [J]. 中国电化教育,2024,(12):73-80.

[30] 尹小楠,鄭婭峰。數智技術支持下科技场馆學习实践路径研究 [J]. 自然科學博物馆研究,2024,9 (5):16-23.

[31] 祁彬斌,包昊罡,鄭婭峰,等。以學习者为中心的智联學习环境:内涵、框架與实施路径 [J]. 电化教育研究,2024,45 (10):72-78.

[32] 董艳,阳思雨,周欣雨,鄭婭峰。跨學科知识建构:内涵特征、概念模型和实践原则 [J]. 中国远程教育,2024,44 (7):38-48.

[33] 朱婧菡,牛明星,鄭婭峰。基于 POEE 策略的线上线下融合型科學探究课程設計與实践 —— 以探索 “能量” 转换为例 [J]. 數字教育,2024,10 (2):1-9.

[34] 李艳燕,鄭婭峰。生成式人工智能的教育應用 [J]. 人民論坛,2023,(23):69-72.

[35] 傅骞,宋义深,鄭婭峰。面向信息科技教育的物联網平台研究 ——MixIO 物联網平台的設計與实現 [J]. 电化教育研究,2023,44 (5):99-103+128.

[36] 吴斓,董艳,鄭婭峰,等。基于計算机的协作问题解决能力评估研究:问题與建议 [J]. 电化教育研究,2022,43 (10):65-71+85.

[37] 彭禹,田园心语,鄭婭峰,等。我国科技馆科學教育發展新方向 —— 基于《現代科技馆体系發展   “十四五” 规划 (2021—2025 年)》的展望 [J]. 自然科學博物馆研究,2022,7 (1):12-17+108-109.

[38] 王宇,陈晨,杨韵莹,鄭婭峰,等。同伴互动的认知神經机制研究分析與未来展望 [J]. 电化教育研究,2022,43 (2):26-33.

   




 
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