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PageRank Topic Finder based Algorithm for Multimedia Resources in Preschool Education

In traditional preschool education, it is time-consuming and laborious to acquire effective materials by using artificial search method. However, with the development of Internet technology, a variety of preschool education institutions or individuals have released their own preschool education reso...

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Detalles Bibliográficos
Autor principal: Yu, Guiping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9329012/
https://www.ncbi.nlm.nih.gov/pubmed/35909855
http://dx.doi.org/10.1155/2022/4173243
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author Yu, Guiping
author_facet Yu, Guiping
author_sort Yu, Guiping
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description In traditional preschool education, it is time-consuming and laborious to acquire effective materials by using artificial search method. However, with the development of Internet technology, a variety of preschool education institutions or individuals have released their own preschool education resources on the Internet. At present, multimedia technology has been popularized in many schools, and it plays a more and more significant role in teaching. In preschool education teaching, teachers use multimedia resources not only conducive to improve children's learning efficiency but also make the teaching quality from the whole to a higher level. However, some kindergarten teachers rely too much on multimedia in teaching and do not effectively combine it with traditional teaching methods. Sometimes they even use video and related multimedia teaching resources throughout the class, which makes preschool children lack knowledge and knowledge. Therefore, this paper designs a multimedia resource retrieval system based on the theme of preschool education, which mainly achieves the extraction of multimedia resources from web pages and the analysis of multimedia-related text information. In order to design a high-performance topic search algorithm, we must first carry out page parsing, Chinese and English word segmentation, and other page preprocessing. The research results show that it is found that the text-based automatic classification of multimedia resources in preschool education and the filtering of multimedia noise in web pages can provide relevant personnel in the field of preschool education with the retrieval service of multimedia resources.
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spelling pubmed-93290122022-07-28 PageRank Topic Finder based Algorithm for Multimedia Resources in Preschool Education Yu, Guiping Comput Intell Neurosci Research Article In traditional preschool education, it is time-consuming and laborious to acquire effective materials by using artificial search method. However, with the development of Internet technology, a variety of preschool education institutions or individuals have released their own preschool education resources on the Internet. At present, multimedia technology has been popularized in many schools, and it plays a more and more significant role in teaching. In preschool education teaching, teachers use multimedia resources not only conducive to improve children's learning efficiency but also make the teaching quality from the whole to a higher level. However, some kindergarten teachers rely too much on multimedia in teaching and do not effectively combine it with traditional teaching methods. Sometimes they even use video and related multimedia teaching resources throughout the class, which makes preschool children lack knowledge and knowledge. Therefore, this paper designs a multimedia resource retrieval system based on the theme of preschool education, which mainly achieves the extraction of multimedia resources from web pages and the analysis of multimedia-related text information. In order to design a high-performance topic search algorithm, we must first carry out page parsing, Chinese and English word segmentation, and other page preprocessing. The research results show that it is found that the text-based automatic classification of multimedia resources in preschool education and the filtering of multimedia noise in web pages can provide relevant personnel in the field of preschool education with the retrieval service of multimedia resources. Hindawi 2022-07-20 /pmc/articles/PMC9329012/ /pubmed/35909855 http://dx.doi.org/10.1155/2022/4173243 Text en Copyright © 2022 Guiping Yu. 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
Yu, Guiping
PageRank Topic Finder based Algorithm for Multimedia Resources in Preschool Education
title PageRank Topic Finder based Algorithm for Multimedia Resources in Preschool Education
title_full PageRank Topic Finder based Algorithm for Multimedia Resources in Preschool Education
title_fullStr PageRank Topic Finder based Algorithm for Multimedia Resources in Preschool Education
title_full_unstemmed PageRank Topic Finder based Algorithm for Multimedia Resources in Preschool Education
title_short PageRank Topic Finder based Algorithm for Multimedia Resources in Preschool Education
title_sort pagerank topic finder based algorithm for multimedia resources in preschool education
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9329012/
https://www.ncbi.nlm.nih.gov/pubmed/35909855
http://dx.doi.org/10.1155/2022/4173243
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