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Published in: Progress in Artificial Intelligence 2/2023

22-11-2021 | Regular Paper

Online and offline teaching connection system of college ideological and political education based on deep learning

Authors: Fenghua Qi, Yongqing Chang, K. Ramesh, P. Hemalatha

Published in: Progress in Artificial Intelligence | Issue 2/2023

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Abstract

The teaching methods demonstrate that a classical ideological and political teaching (IPT) approach pays attention to students' critical role in learning. The public teaching course is a simple mandatory course in regular schools for non-pedagogical students. It constitutes a significant course for the development of the teacher values and educational ideal of teachers. Developing an ideological and political teaching platform for teacher education in alignment with the new pedagogy and the comprehensive requirements of current ideological and political education, public education at faculty and universities focused on video-on-demand technology. This paper proposes the deep learning-based integrated educational framework (DLIEF) for online and offline teaching models for ideological and political education. The deep neural network will ultimately serve teachers' public education courses at typical universities and boost classroom teaching qualities through data compression, network technologies and database technologies. A conceptual study of the benefits and drawbacks of online and offline instruction is a sensible suggestion, and enhancement of the students' particular situation is essential to achieve more substantial ideological and cultural results in higher education colleges based on deep learning.

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Literature
1.
go back to reference Li, F.: Research method innovation of college students’ ideological and political education based on cognitive neuroscience. NeuroQuantology 16(5), 1269 (2018)CrossRef Li, F.: Research method innovation of college students’ ideological and political education based on cognitive neuroscience. NeuroQuantology 16(5), 1269 (2018)CrossRef
2.
go back to reference He, J., Zhong, Z.: Exploration of Ideological and Political Education in College Physics. In: 2020 3rd International Seminar on Education Research and Social Science (ISERSS 2020) (pp. 364–368). Atlantis Press (2021) He, J., Zhong, Z.: Exploration of Ideological and Political Education in College Physics. In: 2020 3rd International Seminar on Education Research and Social Science (ISERSS 2020) (pp. 364–368). Atlantis Press (2021)
3.
go back to reference Williamson, B., Bayne, S., Shay, S.: The datafication of teaching in Higher Education: critical issues and perspectives (2020) Williamson, B., Bayne, S., Shay, S.: The datafication of teaching in Higher Education: critical issues and perspectives (2020)
4.
go back to reference Knowles, R.T.: Teaching who you are: connecting teachers’ civic education ideology to instructional strategies. Theory Res. Soc. Educ. 46(1), 68–109 (2018)MathSciNetCrossRef Knowles, R.T.: Teaching who you are: connecting teachers’ civic education ideology to instructional strategies. Theory Res. Soc. Educ. 46(1), 68–109 (2018)MathSciNetCrossRef
5.
go back to reference Wang, S., Zhang, T.: Research on innovation path of school ideological and political work based on extensive data. Clust. Comput. 22(2), 3375–3383 (2019)CrossRef Wang, S., Zhang, T.: Research on innovation path of school ideological and political work based on extensive data. Clust. Comput. 22(2), 3375–3383 (2019)CrossRef
6.
go back to reference Kim, Y.: Global citizenship education in South Korea: Ideologies, inequalities, and teacher voices. Global. Soc. Educ. 17(2), 177–193 (2019) Kim, Y.: Global citizenship education in South Korea: Ideologies, inequalities, and teacher voices. Global. Soc. Educ. 17(2), 177–193 (2019)
7.
go back to reference Pluim, G., Nazir, J., Wallace, J.: Curriculum integration and the semicentennial of Basil Bernstein's Classification and Framing of Educational Knowledge. Can. J. Sci. Math. Technol. Educ. 1–21 (2021) Pluim, G., Nazir, J., Wallace, J.: Curriculum integration and the semicentennial of Basil Bernstein's Classification and Framing of Educational Knowledge. Can. J. Sci. Math. Technol. Educ. 1–21 (2021)
8.
go back to reference Rogers, L.O., Brooms, D.R.: Ideology and identity among white male teachers in an all-Black, all-male high school. Am. Educ. Res. J. 57(1), 440–470 (2020)CrossRef Rogers, L.O., Brooms, D.R.: Ideology and identity among white male teachers in an all-Black, all-male high school. Am. Educ. Res. J. 57(1), 440–470 (2020)CrossRef
9.
go back to reference Gándara, D., Ness, E.C.: Ideological think tanks and the politics of college affordability in the states. J. Higher Educ. 90(5), 717–743 (2019)CrossRef Gándara, D., Ness, E.C.: Ideological think tanks and the politics of college affordability in the states. J. Higher Educ. 90(5), 717–743 (2019)CrossRef
10.
go back to reference Asif, T., Guangming, O., Haider, M.A., Colomer, J., Kayani, S.: Moral education for sustainable development: comparison of university teachers’ perceptions in China and Pakistan. Sustainability 12(7), 3014 (2020)CrossRef Asif, T., Guangming, O., Haider, M.A., Colomer, J., Kayani, S.: Moral education for sustainable development: comparison of university teachers’ perceptions in China and Pakistan. Sustainability 12(7), 3014 (2020)CrossRef
11.
go back to reference Wan, Z., Gao, X.: “Home away from home”: understanding Chinese parents’ ideological beliefs and involvement in international school students’ language learning. Curr. Issues Lang. Plan. 22, 1–21 (2021) Wan, Z., Gao, X.: “Home away from home”: understanding Chinese parents’ ideological beliefs and involvement in international school students’ language learning. Curr. Issues Lang. Plan. 22, 1–21 (2021)
12.
go back to reference Deroo, M.R., Ponzio, C.M.: Fostering Pre-Service Teachers' Critical Multilingual Language awareness: use of multimodal compositions to confront hegemonic language ideologies. J. Lang. Ident. Educ. 1–17 (2021) Deroo, M.R., Ponzio, C.M.: Fostering Pre-Service Teachers' Critical Multilingual Language awareness: use of multimodal compositions to confront hegemonic language ideologies. J. Lang. Ident. Educ. 1–17 (2021)
13.
go back to reference Vakil, S.: “I’ve Always Been Scared That Someday I’m Going to Sell Out”: Exploring the relationship between Political Identity and Learning in Computer Science Education. Cogn. Instr. 38(2), 87–115 (2020)CrossRef Vakil, S.: “I’ve Always Been Scared That Someday I’m Going to Sell Out”: Exploring the relationship between Political Identity and Learning in Computer Science Education. Cogn. Instr. 38(2), 87–115 (2020)CrossRef
14.
go back to reference Holdway, J., Hitchcock, C.H.: Exploring ideological becoming in professional development for multilingual learners’ teachers: Perspectives on trans languaging in the classroom. Teach. Teach. Educ. 75, 60–70 (2018)CrossRef Holdway, J., Hitchcock, C.H.: Exploring ideological becoming in professional development for multilingual learners’ teachers: Perspectives on trans languaging in the classroom. Teach. Teach. Educ. 75, 60–70 (2018)CrossRef
15.
go back to reference Zmigrod, L., Eisenberg, I.W., Bissett, P.G., Robbins, T.W., Poldrack, R.A.: The cognitive and perceptual correlates of ideological attitudes: a data-driven approach. Philos. Trans. R. Soc. B 376(1822), 20200424 (2021)CrossRef Zmigrod, L., Eisenberg, I.W., Bissett, P.G., Robbins, T.W., Poldrack, R.A.: The cognitive and perceptual correlates of ideological attitudes: a data-driven approach. Philos. Trans. R. Soc. B 376(1822), 20200424 (2021)CrossRef
16.
go back to reference Parker, W.C., Valencia, S.W., Lo, J.C.: Teaching for deeper political learning: a design experiment. J. Curric. Stud. 50(2), 252–277 (2018)CrossRef Parker, W.C., Valencia, S.W., Lo, J.C.: Teaching for deeper political learning: a design experiment. J. Curric. Stud. 50(2), 252–277 (2018)CrossRef
17.
go back to reference Lindahl, K., Henderson, K.I.: The intersection of language ideologies and language awareness among in-service teachers of emergent bilinguals. J. Immer. Content-Based Lang. Educ. 7(1), 61–87 (2019)CrossRef Lindahl, K., Henderson, K.I.: The intersection of language ideologies and language awareness among in-service teachers of emergent bilinguals. J. Immer. Content-Based Lang. Educ. 7(1), 61–87 (2019)CrossRef
18.
go back to reference Bonner, P.J., Warren, S.R., Jiang, Y.H.: Voices from urban classrooms: teac hers’ perceptions of instructing diverse students and using culturally responsive teaching. Educ. Urban Soc. 50(8), 697–726 (2018)CrossRef Bonner, P.J., Warren, S.R., Jiang, Y.H.: Voices from urban classrooms: teac hers’ perceptions of instructing diverse students and using culturally responsive teaching. Educ. Urban Soc. 50(8), 697–726 (2018)CrossRef
19.
go back to reference Chen, P.L.: Application of positive psychology in college teaching. Int. J. Electr. Eng. Educ. 0020720920983537 (2021) Chen, P.L.: Application of positive psychology in college teaching. Int. J. Electr. Eng. Educ. 0020720920983537 (2021)
20.
go back to reference Liou, D.D., Rojas, L.: The significance of the racial contract in teachers’ college expectancies for students of colour. Race Ethn. Educ. 23(5), 712–731 (2020)CrossRef Liou, D.D., Rojas, L.: The significance of the racial contract in teachers’ college expectancies for students of colour. Race Ethn. Educ. 23(5), 712–731 (2020)CrossRef
21.
go back to reference Sjöström, J., Eilks, I.: Reconsidering different visions of scientific literacy and science education based on the concept of Bildung. In: Cognition, Metacognition, and Culture in STEM Education, pp. 65–88. Springer, Cham (2018) Sjöström, J., Eilks, I.: Reconsidering different visions of scientific literacy and science education based on the concept of Bildung. In: Cognition, Metacognition, and Culture in STEM Education, pp. 65–88. Springer, Cham (2018)
22.
go back to reference Afdal, H.W.: The promises and limitations of international comparative research on teacher education. Eur. J. Teach. Educ. 42(2), 258–275 (2019)CrossRef Afdal, H.W.: The promises and limitations of international comparative research on teacher education. Eur. J. Teach. Educ. 42(2), 258–275 (2019)CrossRef
23.
go back to reference Philip, T.M., Gupta, A.: Emerging perspectives on the co-construction of power and learning in the learning sciences, mathematics education, and science education. Rev. Res. Educ. 44(1), 195–217 (2020)CrossRef Philip, T.M., Gupta, A.: Emerging perspectives on the co-construction of power and learning in the learning sciences, mathematics education, and science education. Rev. Res. Educ. 44(1), 195–217 (2020)CrossRef
24.
go back to reference Vakil, S.: Ethics, identity, and political vision: toward a justice-centred approach to equity in computer science education. Harv. Educ. Rev. 88(1), 26–52 (2018)CrossRef Vakil, S.: Ethics, identity, and political vision: toward a justice-centred approach to equity in computer science education. Harv. Educ. Rev. 88(1), 26–52 (2018)CrossRef
25.
go back to reference O’Leary, M., Wood, P.: Reimagining teaching excellence: why collaboration, rather than competition, holds the key to improving teaching and learning in higher education. Educ. Rev. 71(1), 122–139 (2019)CrossRef O’Leary, M., Wood, P.: Reimagining teaching excellence: why collaboration, rather than competition, holds the key to improving teaching and learning in higher education. Educ. Rev. 71(1), 122–139 (2019)CrossRef
26.
go back to reference Giannakas, F., Troussas, C., Voyiatzis, I., Sgouropoulou, C.: A deep learning classification framework for early prediction of team-based academic performance. Appl. Soft Comput. 106, 107355 (2021)CrossRef Giannakas, F., Troussas, C., Voyiatzis, I., Sgouropoulou, C.: A deep learning classification framework for early prediction of team-based academic performance. Appl. Soft Comput. 106, 107355 (2021)CrossRef
27.
go back to reference Han, Z., Xu, A.: Ecological evolution path of smart education platform based on deep learning and image detection. Microprocess. Microsyst. 80, 103343 (2021)CrossRef Han, Z., Xu, A.: Ecological evolution path of smart education platform based on deep learning and image detection. Microprocess. Microsyst. 80, 103343 (2021)CrossRef
29.
go back to reference Rios-Aguilar, S., Gonzalez-Crespo, R., De-La-Fuente-Valentin, L.: Anonymous assessment information system for higher education using mobile devices. In: 2014 IEEE 14th International Conference on Advanced Learning Technologies (2014). https://doi.org/10.1109/icalt.2014.54 Rios-Aguilar, S., Gonzalez-Crespo, R., De-La-Fuente-Valentin, L.: Anonymous assessment information system for higher education using mobile devices. In: 2014 IEEE 14th International Conference on Advanced Learning Technologies (2014). https://​doi.​org/​10.​1109/​icalt.​2014.​54
Metadata
Title
Online and offline teaching connection system of college ideological and political education based on deep learning
Authors
Fenghua Qi
Yongqing Chang
K. Ramesh
P. Hemalatha
Publication date
22-11-2021
Publisher
Springer Berlin Heidelberg
Published in
Progress in Artificial Intelligence / Issue 2/2023
Print ISSN: 2192-6352
Electronic ISSN: 2192-6360
DOI
https://doi.org/10.1007/s13748-021-00268-w

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