Research on the cultivation mode of Russian language talents in the context of Hainan Free Trade Port based on big data statistical analysis
In this paper, a talent training model based on big data analysis is designed for the background of the construction of the Hainan Free Trade Port. A learning behavior analysis method is designed using the K-Means clustering algorithm and particle swarm optimization algorithm, which can accurately m...
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| Format: | Article |
| Language: | English |
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Sciendo
2024-01-01
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| Series: | Applied Mathematics and Nonlinear Sciences |
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| Online Access: | https://doi.org/10.2478/amns.2023.2.00693 |
| _version_ | 1797340710766116864 |
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| author | Huang Yanrui |
| author_facet | Huang Yanrui |
| author_sort | Huang Yanrui |
| collection | DOAJ |
| description | In this paper, a talent training model based on big data analysis is designed for the background of the construction of the Hainan Free Trade Port. A learning behavior analysis method is designed using the K-Means clustering algorithm and particle swarm optimization algorithm, which can accurately mine valuable information from a large amount of user learning behavior data and provide a reference for the exploration of the Russian talent training model. The accuracy rate in the experimental validation can reach 91.99%, which is outstanding and can provide important support for establishing a systematic talent training model in the context of the Hainan Free Trade Port. |
| first_indexed | 2024-03-08T10:07:10Z |
| format | Article |
| id | doaj.art-d6937a16f99b413dbdbd48515bb582ea |
| institution | Directory Open Access Journal |
| issn | 2444-8656 |
| language | English |
| last_indexed | 2024-03-08T10:07:10Z |
| publishDate | 2024-01-01 |
| publisher | Sciendo |
| record_format | Article |
| series | Applied Mathematics and Nonlinear Sciences |
| spelling | doaj.art-d6937a16f99b413dbdbd48515bb582ea2024-01-29T08:52:35ZengSciendoApplied Mathematics and Nonlinear Sciences2444-86562024-01-019110.2478/amns.2023.2.00693Research on the cultivation mode of Russian language talents in the context of Hainan Free Trade Port based on big data statistical analysisHuang Yanrui01Sanya Aviation and Tourism College, Sanya, Hainan, 572000, China.In this paper, a talent training model based on big data analysis is designed for the background of the construction of the Hainan Free Trade Port. A learning behavior analysis method is designed using the K-Means clustering algorithm and particle swarm optimization algorithm, which can accurately mine valuable information from a large amount of user learning behavior data and provide a reference for the exploration of the Russian talent training model. The accuracy rate in the experimental validation can reach 91.99%, which is outstanding and can provide important support for establishing a systematic talent training model in the context of the Hainan Free Trade Port.https://doi.org/10.2478/amns.2023.2.00693talent training modelhainan free trade portk-means clusteringparticle swarm optimizationlearning behavior68t05 |
| spellingShingle | Huang Yanrui Research on the cultivation mode of Russian language talents in the context of Hainan Free Trade Port based on big data statistical analysis Applied Mathematics and Nonlinear Sciences talent training model hainan free trade port k-means clustering particle swarm optimization learning behavior 68t05 |
| title | Research on the cultivation mode of Russian language talents in the context of Hainan Free Trade Port based on big data statistical analysis |
| title_full | Research on the cultivation mode of Russian language talents in the context of Hainan Free Trade Port based on big data statistical analysis |
| title_fullStr | Research on the cultivation mode of Russian language talents in the context of Hainan Free Trade Port based on big data statistical analysis |
| title_full_unstemmed | Research on the cultivation mode of Russian language talents in the context of Hainan Free Trade Port based on big data statistical analysis |
| title_short | Research on the cultivation mode of Russian language talents in the context of Hainan Free Trade Port based on big data statistical analysis |
| title_sort | research on the cultivation mode of russian language talents in the context of hainan free trade port based on big data statistical analysis |
| topic | talent training model hainan free trade port k-means clustering particle swarm optimization learning behavior 68t05 |
| url | https://doi.org/10.2478/amns.2023.2.00693 |
| work_keys_str_mv | AT huangyanrui researchonthecultivationmodeofrussianlanguagetalentsinthecontextofhainanfreetradeportbasedonbigdatastatisticalanalysis |