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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2021
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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. |
format | Online Article Text |
id | pubmed-8691976 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT liuchen impactassessmentofbigdataonhighereducationmanagementbasedontimevaryingclusteringsamplingalgorithm AT songboxuan impactassessmentofbigdataonhighereducationmanagementbasedontimevaryingclusteringsamplingalgorithm |