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2018 | OriginalPaper | Chapter

Machine Learning and Modern Education

Authors : Mengqiu Chai, Yun Lin, Ying Li

Published in: e-Learning, e-Education, and Online Training

Publisher: Springer International Publishing

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Abstract

Machine learning is an important branch of artificial intelligence, which simulates human’s real learning activities by machine so that the machine can acquire corresponding skills, knowledge and processing means to achieve artificial intelligence. The process of machine learning is the process of obtaining certain knowledge by a specific activity for a machine with a certain purpose, which is manifested as knowledge from unknown to known, and from the concrete to the abstract. The learning process of human brain is the process of acquiring knowledge, skills and attitudes through interaction with teachers, students and teaching information in the teaching context. It also shows the unknown and the known, and focuses on migration and application. Based on the consistency between machine learning and modern education, and based on the analysis of the theoretical basis and relationship between the two, machine learning is applied to modern education, which paves the way for the common development of the two.

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Literature
1.
go back to reference Yang, Z.: Development status and trends of research on machine learning. Inf. Control 01, 34–37 (1987) Yang, Z.: Development status and trends of research on machine learning. Inf. Control 01, 34–37 (1987)
2.
go back to reference Xu, X.: On Robert Gagne academic thought and its revelation. J. Ningbo University (Educ. Sci. Ed.) 31(01), 15–18 (2009) Xu, X.: On Robert Gagne academic thought and its revelation. J. Ningbo University (Educ. Sci. Ed.) 31(01), 15–18 (2009)
3.
go back to reference Huang, K.: Machine learning and modern educational technology. In: Computer and Education-Proceedings of the 12th Annual Academic Conference of the National Association of Computer-Aided Education. Computer-Assisted Education Committee of the China Artificial Intelligence Society. Professional Committee of Computer Aided Education of China Artificial Intelligence Society, p. 4 (2005) Huang, K.: Machine learning and modern educational technology. In: Computer and Education-Proceedings of the 12th Annual Academic Conference of the National Association of Computer-Aided Education. Computer-Assisted Education Committee of the China Artificial Intelligence Society. Professional Committee of Computer Aided Education of China Artificial Intelligence Society, p. 4 (2005)
4.
go back to reference Zhang, X., Zhang, L.: On machine learning and its application in education. Inf. comput. (Theoret. Ed.) 24, 165–166+173 (2015) Zhang, X., Zhang, L.: On machine learning and its application in education. Inf. comput. (Theoret. Ed.) 24, 165–166+173 (2015)
5.
go back to reference Huang, W.: A brief analysis of machine learning and its application in education. Sci. Technol. Inf. 18, 648–649 (2011) Huang, W.: A brief analysis of machine learning and its application in education. Sci. Technol. Inf. 18, 648–649 (2011)
6.
go back to reference Liu, X.: Thinking of machine learning and educational teaching. Sci. Technol. Inf. 18, 648–649 (2011) Liu, X.: Thinking of machine learning and educational teaching. Sci. Technol. Inf. 18, 648–649 (2011)
7.
go back to reference Zhu, Z., Peng, H.: Deep learning: the core pillar of Wisdom education. China Educ. J. 05, 36–45 (2017) Zhu, Z., Peng, H.: Deep learning: the core pillar of Wisdom education. China Educ. J. 05, 36–45 (2017)
8.
go back to reference Guo, Y., Feng, S.: Research on machine learning theory. China Sci. Technol. Inf. 14, 208–209+214 (2010) Guo, Y., Feng, S.: Research on machine learning theory. China Sci. Technol. Inf. 14, 208–209+214 (2010)
Metadata
Title
Machine Learning and Modern Education
Authors
Mengqiu Chai
Yun Lin
Ying Li
Copyright Year
2018
DOI
https://doi.org/10.1007/978-3-319-93719-9_6

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