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Application of Data Analysis in Mental Health Education for College Students

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Application of Big Data, Blockchain, and Internet of Things for Education Informatization (BigIoT-EDU 2021)

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Abstract

ID3 algorithm is used to construct decision tree to predict the mental health status of college freshmen, so as to provide decision support for college students’ mental health education. This paper introduces the main content of ID3 algorithm, discusses the data preprocessing, tree building algorithm, using decision tree to predict Freshmen mental health, and the application integration method of decision tree in MIS. The experimental results show that this method has a certain practical value in the construction of preventive mental health education mode for college students.

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References

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Author information

Authors and Affiliations

  1. Liaoning Jian Zhu Vocational College, Liaoning, 111000, China

    Ying Liu

Authors
  1. Ying Liu
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Editor information

Editors and Affiliations

  1. Abdul Wali Khan University Mardan, Mardan, Pakistan

    Mian Ahmad Jan

  2. Abdul Wali Khan University Mardan, Mardan, Pakistan

    Fazlullah Khan

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© 2021 ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

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Liu, Y. (2021). Application of Data Analysis in Mental Health Education for College Students. In: Jan, M.A., Khan, F. (eds) Application of Big Data, Blockchain, and Internet of Things for Education Informatization. BigIoT-EDU 2021. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 391. Springer, Cham. https://doi.org/10.1007/978-3-030-87900-6_2

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  • DOI: https://doi.org/10.1007/978-3-030-87900-6_2

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-87899-3

  • Online ISBN: 978-3-030-87900-6

  • eBook Packages: Computer ScienceComputer Science (R0)

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