Proceedings of the 2022 3rd International Conference on Modern Education and Information Management (ICMEIM 2022)

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Analysis on the Layout of Education Industry Under Information Science: A Case Study of Hefei

Authors
Zerui Yuan1, *
1College of Electrical and Automation Engineering, Hefei University of Technology, Hefei, Anhui, China
*Corresponding author. Email: yuanzerui083@163.com
Corresponding Author
Zerui Yuan
Available Online 27 December 2022.
DOI
10.2991/978-94-6463-044-2_125How to use a DOI?
Keywords
point of interest; education; big data; correlation analysis; information Science
Abstract

With the development of information science, the technology based on data mining and data analysis has more and more applications in reality. Based on POI geographic big data, this paper uses kernel density estimation to describe the spatial agglomeration state of education industry in Hefei, determines the core range of education industry distribution, and uses bivariate spatial autocorrelation analysis to explore the spatial correlation between education industries. The results show that: 1. The distribution of all kinds of educational institutions in Hefei city has a strong commonality, and the spatial agglomeration characteristics are obvious. However, the distribution of different types of educational institutions still has many characteristics of their own. 2. There are great differences in spatial correlation between different industries. Kindergarten, primary school and middle school are closely related. Colleges and universities have very low spatial correlation with other industries. Other institutions also have certain characteristics.

Copyright
© 2022 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the 2022 3rd International Conference on Modern Education and Information Management (ICMEIM 2022)
Series
Atlantis Highlights in Social Sciences, Education and Humanities
Publication Date
27 December 2022
ISBN
978-94-6463-044-2
ISSN
2667-128X
DOI
10.2991/978-94-6463-044-2_125How to use a DOI?
Copyright
© 2022 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - Zerui Yuan
PY  - 2022
DA  - 2022/12/27
TI  - Analysis on the Layout of Education Industry Under Information Science: A Case Study of Hefei
BT  - Proceedings of the 2022 3rd International Conference on Modern Education and Information Management (ICMEIM 2022)
PB  - Atlantis Press
SP  - 1000
EP  - 1008
SN  - 2667-128X
UR  - https://doi.org/10.2991/978-94-6463-044-2_125
DO  - 10.2991/978-94-6463-044-2_125
ID  - Yuan2022
ER  -