Research on the Integration of Preschool Language Education Resources Based on Metadata Storage
Aiming at the problems of high redundancy and slow integration speed in the existing education resource data integration methods, a new preschool language education resource integration method based on metadata warehouse is designed. The metadata warehouse is designed, and the advantages of the inte...
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| Format: | Article |
| Language: | English |
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Wiley
2022-01-01
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| Series: | Journal of Mathematics |
| Online Access: | http://dx.doi.org/10.1155/2022/4802381 |
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| _version_ | 1832550898415435776 |
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| author | Sun Weiwei |
| author_facet | Sun Weiwei |
| author_sort | Sun Weiwei |
| collection | DOAJ |
| description | Aiming at the problems of high redundancy and slow integration speed in the existing education resource data integration methods, a new preschool language education resource integration method based on metadata warehouse is designed. The metadata warehouse is designed, and the advantages of the integrated database are analyzed. On this basis, the sample data of preschool language education resources are classified with the help of cost matrix, and the constraints of different types of classification are set. The data collector of preschool language education resources is set up by using random forest algorithm to complete the data collection of preschool language education resources. The data of preschool language education resources are processed consistently, and the convergence of the data is calculated by edge function. On this basis, the redundant data in preschool language education data resources are characterized with the help of discourse, and the redundant data are removed to complete the data preprocessing of preschool language education resources. We determine the dimension distance between preschool language education resource data and complete the clustering integration of preschool language education resource data with the help of fuzzy mean clustering algorithm. The experimental results show that the integration method designed in this paper can reduce the redundancy in the integrated data, and the integration speed is fast. |
| format | Article |
| id | doaj-art-44154f42cad84e7aadd8289712458afa |
| institution | Kabale University |
| issn | 2314-4785 |
| language | English |
| publishDate | 2022-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Journal of Mathematics |
| spelling | doaj-art-44154f42cad84e7aadd8289712458afa2025-02-03T06:05:31ZengWileyJournal of Mathematics2314-47852022-01-01202210.1155/2022/4802381Research on the Integration of Preschool Language Education Resources Based on Metadata StorageSun Weiwei0School of Preschool and Art EducationAiming at the problems of high redundancy and slow integration speed in the existing education resource data integration methods, a new preschool language education resource integration method based on metadata warehouse is designed. The metadata warehouse is designed, and the advantages of the integrated database are analyzed. On this basis, the sample data of preschool language education resources are classified with the help of cost matrix, and the constraints of different types of classification are set. The data collector of preschool language education resources is set up by using random forest algorithm to complete the data collection of preschool language education resources. The data of preschool language education resources are processed consistently, and the convergence of the data is calculated by edge function. On this basis, the redundant data in preschool language education data resources are characterized with the help of discourse, and the redundant data are removed to complete the data preprocessing of preschool language education resources. We determine the dimension distance between preschool language education resource data and complete the clustering integration of preschool language education resource data with the help of fuzzy mean clustering algorithm. The experimental results show that the integration method designed in this paper can reduce the redundancy in the integrated data, and the integration speed is fast.http://dx.doi.org/10.1155/2022/4802381 |
| spellingShingle | Sun Weiwei Research on the Integration of Preschool Language Education Resources Based on Metadata Storage Journal of Mathematics |
| title | Research on the Integration of Preschool Language Education Resources Based on Metadata Storage |
| title_full | Research on the Integration of Preschool Language Education Resources Based on Metadata Storage |
| title_fullStr | Research on the Integration of Preschool Language Education Resources Based on Metadata Storage |
| title_full_unstemmed | Research on the Integration of Preschool Language Education Resources Based on Metadata Storage |
| title_short | Research on the Integration of Preschool Language Education Resources Based on Metadata Storage |
| title_sort | research on the integration of preschool language education resources based on metadata storage |
| url | http://dx.doi.org/10.1155/2022/4802381 |
| work_keys_str_mv | AT sunweiwei researchontheintegrationofpreschoollanguageeducationresourcesbasedonmetadatastorage |