Frontiers in Educational Research, 2024, 7(11); doi: 10.25236/FER.2024.071134.
Jin Wan
School of Public Administration, Guizhou University of Finance and Economics, Guiyang, Guizhou, China
The new curriculum reform has been implemented in China for nearly ten years. In the classroom, students take a variety of learning methods; the most important is interactive strategic learning. Deep learning is a process of learning. It emphasizes that learners look at knowledge with critical attitude, actively understand new and old knowledge, and can use the knowledge obtained to solve practical problems. In the face of the development of knowledge explosion, only simple memory, and passive duck -type passive and simple learning methods can no longer meet the needs of modern knowledge. China's current education reform is imperative, but the situation in practice is not satisfactory. Deep learning has achieved many results in search technology, data mining, machine learning, machine translation, natural language processing, multimedia learning, speech, recommendation and personalization technology, education, and other related fields. Therefore, this article has proposed the research of educational models for interactive strategies to promote deep learning in a hybrid environment. In order to make the experimental results more scientific, this article has used deep learning algorithms to analyse it. The results showed that under the same conditions of other conditions, the P values of the three dimensions of Classes A and B were 0.093, 0.172, and 0.317. It was significantly greater than 0.05, and there was no significant difference. When post -testing, the P value of Classes A and B was 0.027, 0.001 and 0.001. It was far less than 0.05, which showed that there was a significant difference in Classes A and B. It indicated that interactive strategies in hybrid environment were conducive to the education model of promoting deep learning, which has proved the positive relationship between the educational model of hybrid interaction and deep learning.
Educational Model, Deep Learning, Interactive Strategy, Hybrid Environment, Convolutional Neural Network Algorithm
Jin Wan. Research on Educational Model of Deep Learning Promoted by Interactive Strategies in Intelligent Software Environment. Frontiers in Educational Research (2024) Vol. 7, Issue 11: 223-232. https://doi.org/10.25236/FER.2024.071134.
[1] Yao X, Sun J. Innovation and Practice of Educational Model and Method on Electronic Information Major in Polytechnic Colleges. International Journal of Social Science and Education Research, 2019, 2(10):16-19.
[2] Senashenko V S, Struchkova E P. Educational Model as an Important Factor Influencing on Conjugation Between Higher Education and Labor Sphere. Higher Education in Russia, 2019, 28(4):9-20.
[3] Semeniv B, Babych A, Bilenjkyj P, Prystavsjkyj T, Kovban O. Educational Model of Physical Training of Students of Bio-technological Profiles. Physical Education Sport and Health Culture in Modern Society, 2018, 1(1(41)):52-60.
[4] Peng M, Shen K, Zhao H, Mu L. Construction of evaluation system of educational model in the context of cloud computing. Revista de la Facultad de Ingenieria, 2017, 32(12):885-890.
[5] Wang S, Zhang D. Student-centred teaching, deep learning and self-reported ability improvement in higher education: Evidence from China. Innovations in Education and Teaching International, 2019, 56(5): 581-593.
[6] Kong C, Hao W. Research on the Teaching Reform of Preschool Education Specialty Based on the Deep Learning Theory from the Perspective of Educational Psychology. Psychiatria Danubina, 2022, 34(suppl 4): 608-609.
[7] Long S, Zhao X. Smart teaching mode based on particle swarm image recognition and human-computer interaction deep learning. Journal of Intelligent and Fuzzy Systems, 2020, 39(4): 5699-5711.
[8] Juhe W, Zhibin W. Research on college physical education teaching mode based on multimedia teaching system. Agro Food Industry Hi Tech, 2017, 28(1):353-356.
[9] Qin Z. Responsibility education mode in college education under the new situation. Agro Food Industry Hi Tech, 2017, 28(1):1820-1823.
[10] Xu S. The Application of Multimedia and Deep Learning in the Integration of Professional and Innovative Education in Colleges. International Journal of Information Technologies and Systems Approach, 2023, 16(2): 1-13.
[11] Lee S J, Lee M, Park Y S. A Study on an Educational Model for Computational Thinking Development with Excel Program. Journal of Digital Contents Society, 2019, 20(1):65-74.
[12] Tan C J, Lim T Y, Bong C W, Liew T K. A multi-objective evolutionary algorithm-based soft computing model for educational data mining: A distance learning experience. Asian Association of Open Universities Journal, 2017, 12(1):106-123.
[13] Isayeva E V, Chiginceva E G, Sunagatullina I I, Alexandra A, Beloussova T O. Model of educational system providing new educational results of children with disabilities through individualization of educational activity. Man in India, 2017, 97(21):219-240.
[14] Wondimagegn D, Pain C, Baheretibeb Y, Hodges B, Wakma M, Rose M, et al. Toronto Addis Ababa Academic Collaboration: A Relational, Partnership Model for Building Educational Capacity Between a High- and Low-Income University. Academic Medicine Journal of the Association of American Medical Colleges, 2018, 93(12):1795-1801.
[15] Krupa F, Nemcik J, Ozana S, Slanina Z. Educational case study on nonlinear model predictive control. IFAC-PapersOnLine, 2019, 52(27):459-464.
[16] Kensler L, Uline C L. Educational restoration: a foundational model inspired by ecological restoration. International Journal of Educational Management, 2019, 33(6):1198-1218.
[17] Ergin A. An Evaluation of Educational Information Network (Eba) Via Educational Criticism Model. Kesit Akademi, 2021, 7(27):37-51.
[18] Maslovets O A. Regulated intentionality as a Modern Educational Model: Philosophical and Cultural Analysis. Concept philosophy religion culture, 2020, 4(3):52-61.
[19] Toropova A V. Formation of a Scientific and Educational Model of Musical-Psychological Anthropology. Musical Art and Education, 2020, 8(3):65-81.
[20] Li S, & Yang B. Personalized Education Resource Recommendation Method Based on Deep Learning in Intelligent Educational Robot Environments. International Journal of Information Technologies and Systems Approach, 2023, 16(3): 1-15.