An improved algorithm of the spatial coordination analysis on higher education resources and employment population
The traditional evaluation criteria of coordination analysis were based on the classification of fixed interval index. Clustering methods serve to redefine the criteria and improve the accuracy of the coordination analysis. The improved algorithm was adopted to analyze the spatial coordination betwe...
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| Format: | Article |
| Language: | English |
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EDP Sciences
2022-01-01
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| Series: | SHS Web of Conferences |
| Subjects: | |
| Online Access: | https://www.shs-conferences.org/articles/shsconf/pdf/2022/10/shsconf_iteme2022_01030.pdf |
| _version_ | 1818236694252486656 |
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| author | Zhang Lei |
| author_facet | Zhang Lei |
| author_sort | Zhang Lei |
| collection | DOAJ |
| description | The traditional evaluation criteria of coordination analysis were based on the classification of fixed interval index. Clustering methods serve to redefine the criteria and improve the accuracy of the coordination analysis. The improved algorithm was adopted to analyze the spatial coordination between Chinese higher educational institutions and employment population. It was discovered:1.The regional imbalance of the higher educational institutions was less serious than that of the employment population;2.Although the coordination level of developing regions in the south-central and north-east was lower than that of western border and eastern coastal regions, all those regions globally maintained a high level of coupling and coordination; 3. Inclusive regional development strategies could be adopted to optimize the coordination between education and employment. |
| first_indexed | 2024-12-12T12:13:56Z |
| format | Article |
| id | doaj.art-a2a09c820acf47a2a692f72128758cdf |
| institution | Directory Open Access Journal |
| issn | 2261-2424 |
| language | English |
| last_indexed | 2024-12-12T12:13:56Z |
| publishDate | 2022-01-01 |
| publisher | EDP Sciences |
| record_format | Article |
| series | SHS Web of Conferences |
| spelling | doaj.art-a2a09c820acf47a2a692f72128758cdf2022-12-22T00:24:49ZengEDP SciencesSHS Web of Conferences2261-24242022-01-011400103010.1051/shsconf/202214001030shsconf_iteme2022_01030An improved algorithm of the spatial coordination analysis on higher education resources and employment populationZhang Lei0Tianjin University of Technology and Education, Luban Workshop International Development Research CenterThe traditional evaluation criteria of coordination analysis were based on the classification of fixed interval index. Clustering methods serve to redefine the criteria and improve the accuracy of the coordination analysis. The improved algorithm was adopted to analyze the spatial coordination between Chinese higher educational institutions and employment population. It was discovered:1.The regional imbalance of the higher educational institutions was less serious than that of the employment population;2.Although the coordination level of developing regions in the south-central and north-east was lower than that of western border and eastern coastal regions, all those regions globally maintained a high level of coupling and coordination; 3. Inclusive regional development strategies could be adopted to optimize the coordination between education and employment.https://www.shs-conferences.org/articles/shsconf/pdf/2022/10/shsconf_iteme2022_01030.pdfspatial coordination analysishigher educationemployment population |
| spellingShingle | Zhang Lei An improved algorithm of the spatial coordination analysis on higher education resources and employment population SHS Web of Conferences spatial coordination analysis higher education employment population |
| title | An improved algorithm of the spatial coordination analysis on higher education resources and employment population |
| title_full | An improved algorithm of the spatial coordination analysis on higher education resources and employment population |
| title_fullStr | An improved algorithm of the spatial coordination analysis on higher education resources and employment population |
| title_full_unstemmed | An improved algorithm of the spatial coordination analysis on higher education resources and employment population |
| title_short | An improved algorithm of the spatial coordination analysis on higher education resources and employment population |
| title_sort | improved algorithm of the spatial coordination analysis on higher education resources and employment population |
| topic | spatial coordination analysis higher education employment population |
| url | https://www.shs-conferences.org/articles/shsconf/pdf/2022/10/shsconf_iteme2022_01030.pdf |
| work_keys_str_mv | AT zhanglei animprovedalgorithmofthespatialcoordinationanalysisonhighereducationresourcesandemploymentpopulation AT zhanglei improvedalgorithmofthespatialcoordinationanalysisonhighereducationresourcesandemploymentpopulation |