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Impact Assessment of Big Data on Higher Education Management Based on Time-Varying Clustering Sampling Algorithm

With the continuous development of social economy, education has received more and more attention. As an important part of higher education, it has been profoundly influenced by the era of data in recent years. In order to evaluate the impact of big data on higher education management, this paper in...

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Detalles Bibliográficos
Autores principales: Liu, Chen, Song, Boxuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8691976/
https://www.ncbi.nlm.nih.gov/pubmed/34950201
http://dx.doi.org/10.1155/2021/7954797
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author Liu, Chen
Song, Boxuan
author_facet Liu, Chen
Song, Boxuan
author_sort Liu, Chen
collection PubMed
description With the continuous development of social economy, education has received more and more attention. As an important part of higher education, it has been profoundly influenced by the era of data in recent years. In order to evaluate the impact of big data on higher education management, this paper introduced a time-varying lens algorithm (TLA) to analyze the business needs of teachers and education management by sorting out the business processes of education management, education thinking, and education practice. Through learning and mining the corresponding technology, improve the corresponding educational ability, and use big data to assist the management of higher education. The simulation results show that the time-varying clustering sampling algorithm is effective.
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spelling pubmed-86919762021-12-22 Impact Assessment of Big Data on Higher Education Management Based on Time-Varying Clustering Sampling Algorithm Liu, Chen Song, Boxuan Comput Intell Neurosci Research Article With the continuous development of social economy, education has received more and more attention. As an important part of higher education, it has been profoundly influenced by the era of data in recent years. In order to evaluate the impact of big data on higher education management, this paper introduced a time-varying lens algorithm (TLA) to analyze the business needs of teachers and education management by sorting out the business processes of education management, education thinking, and education practice. Through learning and mining the corresponding technology, improve the corresponding educational ability, and use big data to assist the management of higher education. The simulation results show that the time-varying clustering sampling algorithm is effective. Hindawi 2021-12-14 /pmc/articles/PMC8691976/ /pubmed/34950201 http://dx.doi.org/10.1155/2021/7954797 Text en Copyright © 2021 Chen Liu and Boxuan Song. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Liu, Chen
Song, Boxuan
Impact Assessment of Big Data on Higher Education Management Based on Time-Varying Clustering Sampling Algorithm
title Impact Assessment of Big Data on Higher Education Management Based on Time-Varying Clustering Sampling Algorithm
title_full Impact Assessment of Big Data on Higher Education Management Based on Time-Varying Clustering Sampling Algorithm
title_fullStr Impact Assessment of Big Data on Higher Education Management Based on Time-Varying Clustering Sampling Algorithm
title_full_unstemmed Impact Assessment of Big Data on Higher Education Management Based on Time-Varying Clustering Sampling Algorithm
title_short Impact Assessment of Big Data on Higher Education Management Based on Time-Varying Clustering Sampling Algorithm
title_sort impact assessment of big data on higher education management based on time-varying clustering sampling algorithm
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8691976/
https://www.ncbi.nlm.nih.gov/pubmed/34950201
http://dx.doi.org/10.1155/2021/7954797
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