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Challenges and Countermeasures of Education in the Era of Big Data

Published: 23 April 2020 Publication History

Abstract

The advent of the era of big data provides some new ideas for the reform and development of higher education. In this paper, the importance of educational big data is analyzed from six aspects: improving the effectiveness of teaching and learning, promoting scientific decision-making in education, completing the quality monitoring system, facilitating comprehensive evaluation of education quality, promoting the popularization and personalization of education, and improving personalized teaching. Then, some challenges faced in the application process of education big data are analyzed, including thinking mode, data sharing, data technology, talent support, and data security and privacy. Based on them, several feasible countermeasures are proposed from the aspects of enhancing data awareness, realizing open sharing, accelerating professional talent training and strengthening privacy protection. At last, some research directions of educational big data are put forward.

References

[1]
Yanqing Duan, John S. Edwards, Yogesh K Dwivedi. Artificial intelligence for decision making in the era of big data - Evolution, challenges and research agenda. International Journal of Information Management, 2019, 48 (1): 63--71.
[2]
Bicheng Hu, Zulin Wang. The role, challenges and educational reform trend of "big data" on education -- A summary of the latest research progress on educational reform in the era of big data. Modern University Education, 2015 (4): 98--104. (in Chinese)
[3]
Haiguang Fang. Education big data: Towards the future education of co-construction, sharing, openness and individuality. Beijing, China: China Machine Press. 2016. (in Chinese)
[4]
Zhaoji Yu, Chuang Wei. Educational evaluation of innovation and entrepreneurship in the era of big data. International Conference on Information Technology and Career Education. Hong Kong, China. October 9 - October 10, 2014: 43--48.
[5]
Jinhua Chen, Jing Tang, Qin Jiang, Yuxin Wang, Chunmei Tao, Xu Zhang, Jingya Liao. Research on architecture of education big data analysis system. The 2nd International Conference on Big Data Analysis. Beijing, China. March 10 - March 12, 2017: 601--605.
[6]
Zhen Li, Dongdai Zhou, Na Liu, Xiaoxiao Dong, Shaochun Zhong. Platform construction and key implementation technologies of educational big data. Modern Educational Technology, 2018, 28(1): 100--106. (in Chinese)
[7]
Zhen Li, Dongdai Zhou, Xiaoxiao Dong, Xuejiao Huang. The research status, problems and countermeasures of educational big data in china --- Content analysis based on CNKI academic journals. Modern Distance Education, 2019 (1): 46--55. (in Chinese)
[8]
Shaoli Zhang, Xiaoqi Zheng, Hui Zhang. Based on the resource sharing education big data information platform construction and mechanism research. Journal of Modern Information, 2017, 37 (12): 90--95. (in Chinese)
[9]
Hongtao Sun, Qinhua Zheng. The technology, application and trends of educational big data. Journal of distance education, 2016 (5): 41--49. (in Chinese)
[10]
Chao-Ju Du. Opportunities and challenges of educational management in the era of big data. The 4th International Symposium on Project Management. Wuhan, China. July 9 -July 10, 2016: 527--531.
[11]
Jingmin Du, Haiguang Fang, Weiyang Li, Saisai Tong. Research review on big data in education. The Chinese Journal of ICT in Education, 2016 (19): 1--4. (in Chinese).

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    ICEIT 2020: Proceedings of the 2020 9th International Conference on Educational and Information Technology
    February 2020
    268 pages
    ISBN:9781450375085
    DOI:10.1145/3383923
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    • University of Thessaly: University of Thessaly, Volos, Greece

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    New York, NY, United States

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    Published: 23 April 2020

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    Author Tags

    1. Big data
    2. challenges
    3. countermeasures
    4. higher education

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