International Journal of Educational Curriculum Management and Research, 2022, 3(2); doi: 10.38007/IJECMR.2022.030204.
Wei Na
Normal College, Hunan University of Arts and Science, Changde 415000, Hunan, China
Data mining technology can analyze a large amount of data accumulated by the teaching system, and obtain useful rules and patterns from it, which can effectively improve the intelligence and practicability of the teaching system, and stimulate students' interest in learning to the greatest extent. Through the in-depth integration of information technology and classroom education, the cultivation of intelligent talents is the focus of educational innovation. Therefore, this paper designs a smart classroom teaching system for rural primary and secondary education with sports data mining technology, aiming to improve the teaching level in rural areas. The system uses the data mining method to evaluate students' performance, and can mine the correlation of students' learning behavior through association rule algorithm. Through the evaluation experiments of rural primary and secondary school students on the use of the system and the comparison of mathematics scores before and after the system is used, it is found that the students are satisfied with the smart classroom teaching system designed in this paper, and the students' academic performance has improved significantly after using the system to teach.
Data Mining Technology, Rural Primary And Secondary Schools, Smart Classroom, Teaching System
Wei Na. Smart Classroom Teaching System in Rural Primary and Secondary Schools Based on Data Mining Technology. International Journal of Educational Curriculum Management and Research (2022), Vol. 3, Issue 2: 29-36. https://doi.org/10.38007/IJECMR.2022.030204.
[1] Acharya M , Acharya K P , Gyawali K , et al. Discussing Professor Yin Kejing's Drug Use Law for Mammary Hyperplasia Based on Data Mining Technology. International Journal of Clinical and Experimental Medicine, 2021, 5(3):403-407.
[2] Chagovets L O , Chahovets V V , Didenko A S . The Data Mining Technology Applications for Modeling the Unevenness of Socio-Economic Development of Regions. Business Inform, 2020, 3(506):82-91.
[3] Hanny, Calache, Bradley, et al. An epidemiological study of dental caries and associated risk factors among primary school children in the Aileu Municipality, Timor-Leste.. Rural and remote health, 2019, 19(4):5322-5322.
[4] Palanisamy P , Paavizhi K , Saravanakumar A R . Techno Pedagogical Skills For Teaching-Learning Process In Smart Class. Talent Development and Excellence, 2020, 12(1):4984-4994.
[5] Hitchens M , Tulloch R . A gamification design for the classroom. Interactive Technology & Smart Education, 2018, 15(1):28-45.
[6] Phoong S Y , Phoong S W , Moghavvemi S , et al. Effect of Smart Classroom on Student Achievement at Higher Education. Journal of Educational Technology Systems, 2019, 48(2):291-304.
[7] Naqli F A , Wan S , Rahman R A . The Role of the Smart Learning Environment in Advancing the Smart Learning Process: Review. International Journal of Advanced Science and Technology, 2020, 29(9):6113-6130.
[8] Huda Y , Faiza D . Desain Sistem Pembelajaran Jarak Jauh Berbasis Smart Classroom Menggunakan Layanan Live Video Webcasting. Jurnal Teknologi Informasi dan Pendidikan, 2019, 12(1):25-32.
[9] Palanisamy P , Saravanakumar A . Development of a Module on Smart Classroom Teaching Competency for Primary Teacher Trainees. Turkish Online Journal of Qualitative Inquiry, 2021, 12(7):3132-3139.
[10] E A, Anumudu N , Yemi A I . Improvisation as a means of enhancing the teaching and learning of mathematics in secondary schools in enugu state. International Journal of Advanced Research, 2021, 9(4):506-511.
[11] Khan M S , Jan M I . Assessing the Role of Pedagogy in Performance of Schools in Rural Islamabad. Sir Syed Journal of Education & Social Research (SJESR), 2020, 3(4):62-70.
[12] Col L , Ahmed H , Asaduzzaman A . A Study on the Impact of Information and Communication Technology on the Secondary and Higher Secondary Students' Education: On the Basis of Bangladeshi Students' Opinion. International Journal Of Advance Research And Innovative Ideas In Education, 2020, 6(6):472-482.
[13] Zhang C , Xiaonan W U , Wang H , et al. Research on the Law of Professor Yang Shaofeng's Drug Use in the Treatment of Cervical Spondylosis Based on Data Mining. Chinese Journal of Ethnomedicine and Ethnopharmacy, 2019.
[14] Duan S , Cai S , Yang Q , et al. Multi-arm polymeric nanocarrier as a nitric oxide delivery platform for chemotherapy of head and neck squamous cell carcinoma. Biomaterials, 2012, 33(11):3243-3253.