Welcome to Francis Academic Press

Frontiers in Educational Research, 2023, 6(8); doi: 10.25236/FER.2023.060807.

Research on the Impact and Countermeasures of Artificial Intelligence Empowering Smart Classroom

Author(s)

Linmao Duan1, Wen Cui2, Jianfeng Li3

Corresponding Author:
Jianfeng Li
Affiliation(s)

1College of Economics and Management, China Jiliang University, Hangzhou, Zhejiang, 310018, China

2College of Economics and Management, China Jiliang University, Hangzhou, Zhejiang, 310018, China

3College of Economics and Management, China Jiliang University, Hangzhou, Zhejiang, 310018, China

Abstract

Smart classroom is a new application of artificial intelligence in the field of education, and the rise and development of artificial intelligence technology has turned large-scale personalized education from an ideal to a reality. In order to promote the balance between artificial intelligence and humanistic care, and unleashing the irreplaceable nature of intelligent education, we use literature research method, based on inductive analysis of theoretical studies and technical practices of smart classroom, combined with the application of artificial intelligence in smart classroom, we propose the influence process of "artificial intelligence system - student learning process, teacher teaching process, and resource presentation process" directly or indirectly combined with each other. Then we analyze three major problems of the current smart classroom application: distorted classroom performance and abnormal teaching feedback; limited thinking ability and worrisome learning quality; data leakage and privacy protection concerns. Finally, we propose countermeasures for the application of AI-empowered smart classroom construction in three aspects: regulating the scope of application and adjusting the time of use; carrying out excellent case studies to ensure the quality of learning; relying on privacy protection technology and establishing relevant mechanisms.

Keywords

Smart Classroom, Artificial Intelligence, Intelligent Education, Humanistic Care, Application Countermeasures

Cite This Paper

Linmao Duan, Wen Cui, Jianfeng Li. Research on the Impact and Countermeasures of Artificial Intelligence Empowering Smart Classroom. Frontiers in Educational Research (2023) Vol. 6, Issue 8: 55-61. https://doi.org/10.25236/FER.2023.060807.

References

[1] Xuejiao Li, Key Shen, Binfeng Zhu. Exploring the application of learning analytics in smart classrooms [J]. Teaching Research,2021,44(04):24-31.

[2] Ronghuai Huang, Yongbin Hu, Junfeng Yang, Guangde Xiao. The concept and characteristics of smart classroom [J]. Open Education Research,2012,18(02):22-27. 

[3] Fenghua Nie, Xiaoliu Zhong, Shuqiang Song. Smart classroom: conceptual features, system model and construction cases [J]. Modern Educational Technology,2013,(7):5-8.

[4] Chunlin Xu. A kind of intelligent classroom design for colleges and universities based on "Internet+"[J]. Journal of Huaihai University of Technology (Natural Science Edition), 2016, 25(04):21-24.

[5] Huomu Xie, Chuanyao Liu, Lichun Liu. Construction of intelligent classrooms in colleges and universities oriented to classroom teaching transformation[J]. Modern Educational Technology, 2018, 28(10): 76-80.

[6] Lensheng Lv, Zaiming Yang, Kai Zhang. Smart classroom design and its impact on traditional teaching methods--a case study of China University of Mining and Technology[J]. Modern Educational Technology, 2019, 29(09):86-92.

[7] Zhiyong Jin, Lilong Zhang. The construction and practical exploration of the "trinity" model of smart classroom: the case of Huazhong Normal University[J]. Modern Educational Technology, 2019, 29(04): 75-81.

[8] Yazhen Zhang, Baohui Zhang, Yunxia Han. Review and prospect of domestic and international smart classroom research [J]. Open Education Research, 2014, 20(01):81-91. DOI: 10. 13966/ j. cnki. kfjyyj. 2014. 01.005.

[9] Mixue Wang, Liguo Zhang. Analysis of research hotspots and development trend in the field of intelligent education in China--based on word frequency analysis method, co-word clustering method and multi-dimensional scale analysis method [J]. Modern Educational Technology, 2017,(3):41-48.

[10] Xiaohai Deng. Research on the application of smart classroom and classroom intelligent teaching assessment [D]. Hangzhou University of Electronic Science and Technology, 2020.

[11] Xiaoqing Gu, Jinliang Zhang, Huiying Cai. Learning analytics: data technology in the making [J]. Journal of Distance Education, 2012, 30(1):18-25.

[12] Ke Zhu, Ying Zhang, Ruili Li. Holographic classroom: a new exploration of visualized three-dimensional learning space based on digital twin [J]. Journal of Distance Education, 2020, 38(04):38-47.DOI:10.15881/j.cnki.cn33-1304/g4.2020.04.004.

[13] Kai Zhang, Zaiming Yang, Lensheng Lv, Shi Qiuyi. Exploring the construction and practice of dual-screen smart classroom [J]. China Education Informatization, 2021(05):91-96.

[14] Zhaoli Zhang, Yang Li, Hai Liu. Teaching innovation and change under the support of multi-screen multi-touch teaching system [J]. Electrochemical education research, 2018, (3):82-89.

[15] Deqing Wang. Modern educational management techniques [M]. Chongqing: Chongqing University Press, 2004: 430.

[16] Richard J. Shavelson. Review of Research on Teachers' Pedagogical Judgments, Plans, and Decisions [J]. The Elementary School Journal, 1983, 83(4): 392-413.

[17] Tao Liu. Research on learning models in smart classrooms in the context of core literacy--a review of Research and Practice of Teaching and Learning in Smart Classrooms [J]. China Grease, 2022, 47(02): 158.

[18] Ronghuai Huang. Smart learning environments: Effectively supporting the transformation of learning and teaching styles [DB/OL].https://wenku.baidu.com/view/19cac6df852458fb770b56aa.html.

[19] Yi Chen. Remodeling the ethical relationship between teachers and students in the smart classroom [J]. Basic Education Reference, 2021(01): 7-10.

[20] Guoqiang Hu, Jianping Chen, Sujian Han. Cold thinking in the "smart classroom" fever [J]. Laboratory Research and Exploration, 2019, 38(02):259-262.

[21] Shen Chunlei. Relay Intelligence releases upgraded privacy protection platform [N]. China Science News, 2021-09-23(003).

[22] Xiong Zeng, Zheng Liang, Hui Zhang. International experience and Chinese strategy of face recognition governance [J]. E-Government, 2021(09):105-116.