Zhifeng Hu
ABSTRACT
The big data technology can be applied to build the education service platforms and construct the big data analysis and application system as well as the multi-dimensional perception system. The big data analysis assists in the teaching process and breaks the temporal and spatial restrictions of educational resources, to realize the diversification of educational resources and improve the effectiveness of teaching feedback. This paper proposes a smart education service platform based on big data, which can promote the organic integration of educational communication, educational research, learning activities, teaching affairs administration, and information infrastructures. At the same time, the platform provides smarter, more efficient, and accurate services for teaching.
- ZHANG Sheng, ZHAO Jue: Practice and Exploration of Visual Design of Wisdom Education Management System-Taking Hunan University of Technology and Business for Example[J] Modern Educational Technology. 2020(8):80--85.Google Scholar
- SHI Wanli, ZHANG Yuhui: Intelligent education platform design based on big data analysis technology [J] Modern Electronics Technique. May 2020, Vol 43 No 9:150--153.Google Scholar
- Montgomery D C, Peck E A, Vining G G. Introduction to linear regression analysis[M]. John Wiley & Sons, 2012.Google Scholar
- Hosmer Jr D W, Lemeshow S, Sturdivant R X. Applied logistic regression[M]. John Wiley & Sons, 2013.Google ScholarCross Ref
- Aggarwal C C, Zhai C X. A survey of text classification algorithms[M]//Mining text data. Springer, Boston, MA, 2012: 163--222.Google Scholar
- Yu S S, Chu S W, Wang C M, et al. Two improved k-means algorithms[J]. Applied Soft Computing, 2018, 68: 747--755.Google ScholarDigital Library
- Abdel-Basset M, Mohamed M, Smarandache F, et al. Neutrosophic association rule mining algorithm for big data analysis[J]. Symmetry, 2018, 10(4): 106.Google ScholarCross Ref
- Silge J, Robinson D. Text mining with R: A tidy approach[M]. "O'Reilly Media, Inc.", 2017.Google Scholar
- Liu Q, Xiang B, Yuan N J, et al. An influence propagation view of pagerank[J]. ACM Transactions on Knowledge Discovery from Data (TKDD), 2017, 11(3): 1--30.Google Scholar
- Zhong Shaochun: How Artificial Intelligence Supports Educational Revolution [J] China Educational Technology. 2020(3):17--24.Google Scholar
- CUI Ya-qiang, GAN Qi-hong, WANG Chun-yan: Thoughts on the Construction and Operation Mechanism of Smart Teaching Environment in Colleges and Universities-Taking Sichuan University as an Example [J] Modern Educational Technology. 2020(3):95--100.Google Scholar
- LIU Bang-qi: The Development Form and Practice Path of Intelligent Education-Talking about the Relationship between Intelligent Education and Smart Education [J] Modern Educational Technology. 2019(10):20--27.Google Scholar
- Alexander B, Ashford-Rowe K, Barajas-Murphy N, et al. EDUCAUSE horizon report: 2019 higher education edition[R]. Educause, 2019:1--42.Google Scholar
- Becker S A, Brown M, Dahlstrom E, et al. NMC horizon report: 2018 higher education edition[R]. Louisville, CO:Educause, 2018:1--54.Google Scholar
- Becker S A, Cummins M, Davis A, et al. NMC horizon report: 2017 higher education edition[R]. The New Media Consortium, 2017:1--54.Google Scholar
- YU Shengquan, WANG Qi: Analysis of Collaborative Path Development of "AI+Teachers" [J] E-education Research. 2019(4):23--29.Google Scholar
- ZHONG Shaochun, TANG Yewei: Research on the Orientation and Route of Educational Innovative Development in the Age of Artificial Intelligence [J] E-education Research. 2018(10):15--20.Google Scholar
Index Terms
- Research on Smart Education Service Platform Based on Big Data
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