6G knowledge system construction: academic knowledge mining and on-demand application for full domains and omni scenarios
At present, the concepts related to 6G have not been unified, and there is an urgent need for consistent cognition and definition.Academics and industries lack a clear understanding of the overall development of 6G and the research progress in related fields.Therefore, the 6G knowledge base and know...
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| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | zho |
| Published: |
Editorial Department of Journal on Communications
2023-09-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2023181/ |
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| _version_ | 1841539180175294464 |
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| author | Zifan SHA Nan CHENG Yilong HUI Wenwei YUE Yuchuan FU Ruijin SUN |
| author_facet | Zifan SHA Nan CHENG Yilong HUI Wenwei YUE Yuchuan FU Ruijin SUN |
| author_sort | Zifan SHA |
| collection | DOAJ |
| description | At present, the concepts related to 6G have not been unified, and there is an urgent need for consistent cognition and definition.Academics and industries lack a clear understanding of the overall development of 6G and the research progress in related fields.Therefore, the 6G knowledge base and knowledge system was constructed.Firstly, the existing 6G academic documents were automatically screened and stored in a structured way.Secondly, a 6G knowledge base was constructed on the basis of labeling and standardizing text data.In addition, a comprehensive statistical analysis was conducted across all domains of 6G based on the knowledge base and the technologies such as natural language processing, deep neural network and latent tree model were used to realize the extraction and generation of 6G knowledge.Finally, on the basis of large-scale model training, the on-demand knowledge application was realized for diversified service requirements. |
| format | Article |
| id | doaj-art-2b82f1246ce94cf3840b3484fc2925b9 |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2023-09-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-2b82f1246ce94cf3840b3484fc2925b92025-01-14T07:23:35ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2023-09-0144173187598361246G knowledge system construction: academic knowledge mining and on-demand application for full domains and omni scenariosZifan SHANan CHENGYilong HUIWenwei YUEYuchuan FURuijin SUNAt present, the concepts related to 6G have not been unified, and there is an urgent need for consistent cognition and definition.Academics and industries lack a clear understanding of the overall development of 6G and the research progress in related fields.Therefore, the 6G knowledge base and knowledge system was constructed.Firstly, the existing 6G academic documents were automatically screened and stored in a structured way.Secondly, a 6G knowledge base was constructed on the basis of labeling and standardizing text data.In addition, a comprehensive statistical analysis was conducted across all domains of 6G based on the knowledge base and the technologies such as natural language processing, deep neural network and latent tree model were used to realize the extraction and generation of 6G knowledge.Finally, on the basis of large-scale model training, the on-demand knowledge application was realized for diversified service requirements.http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2023181/6Gknowledge baseknowledge systemknowledge treeon-demand service |
| spellingShingle | Zifan SHA Nan CHENG Yilong HUI Wenwei YUE Yuchuan FU Ruijin SUN 6G knowledge system construction: academic knowledge mining and on-demand application for full domains and omni scenarios Tongxin xuebao 6G knowledge base knowledge system knowledge tree on-demand service |
| title | 6G knowledge system construction: academic knowledge mining and on-demand application for full domains and omni scenarios |
| title_full | 6G knowledge system construction: academic knowledge mining and on-demand application for full domains and omni scenarios |
| title_fullStr | 6G knowledge system construction: academic knowledge mining and on-demand application for full domains and omni scenarios |
| title_full_unstemmed | 6G knowledge system construction: academic knowledge mining and on-demand application for full domains and omni scenarios |
| title_short | 6G knowledge system construction: academic knowledge mining and on-demand application for full domains and omni scenarios |
| title_sort | 6g knowledge system construction academic knowledge mining and on demand application for full domains and omni scenarios |
| topic | 6G knowledge base knowledge system knowledge tree on-demand service |
| url | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2023181/ |
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