Algorithm and simulation of automatic recommendation based on information requirements
Information acquisition is the prerequisite for command decision-making. In the era of big data filled with massive information, the useful information is submerged in useless information. How to efficiently obtain the useful information needed by command personnel is the key to improve operational...
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| Format: | Article |
| Language: | zho |
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Editorial Office of Command Control and Simulation
2024-12-01
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| Series: | Zhihui kongzhi yu fangzhen |
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| Online Access: | https://www.zhkzyfz.cn/fileup/1673-3819/PDF/1732684117465-734145873.pdf |
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| _version_ | 1850224863754584064 |
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| author | CAI Lijin, ZHANG Fengjun, LU Xun |
| author_facet | CAI Lijin, ZHANG Fengjun, LU Xun |
| author_sort | CAI Lijin, ZHANG Fengjun, LU Xun |
| collection | DOAJ |
| description | Information acquisition is the prerequisite for command decision-making. In the era of big data filled with massive information, the useful information is submerged in useless information. How to efficiently obtain the useful information needed by command personnel is the key to improve operational command effectiveness. The author uses the information automatic recommendation algorithm, on the basis of the information requirements proposed by the commander, extracts the useful information and automatically recommends to commander based on the text similarity. It can effectively improve the timeliness of information acquisition and command decision-making, and thus improve the effectiveness of combat command. |
| format | Article |
| id | doaj-art-775b50cf068340f8a8a0f9d0e3e621cd |
| institution | OA Journals |
| issn | 1673-3819 |
| language | zho |
| publishDate | 2024-12-01 |
| publisher | Editorial Office of Command Control and Simulation |
| record_format | Article |
| series | Zhihui kongzhi yu fangzhen |
| spelling | doaj-art-775b50cf068340f8a8a0f9d0e3e621cd2025-08-20T02:05:31ZzhoEditorial Office of Command Control and SimulationZhihui kongzhi yu fangzhen1673-38192024-12-0146611712110.3969/j.issn.1673-3819.2024.06.019Algorithm and simulation of automatic recommendation based on information requirementsCAI Lijin, ZHANG Fengjun, LU Xun0Academy of Information Communication, National Defense Science and Technology, Wuhan 430010, ChinaInformation acquisition is the prerequisite for command decision-making. In the era of big data filled with massive information, the useful information is submerged in useless information. How to efficiently obtain the useful information needed by command personnel is the key to improve operational command effectiveness. The author uses the information automatic recommendation algorithm, on the basis of the information requirements proposed by the commander, extracts the useful information and automatically recommends to commander based on the text similarity. It can effectively improve the timeliness of information acquisition and command decision-making, and thus improve the effectiveness of combat command.https://www.zhkzyfz.cn/fileup/1673-3819/PDF/1732684117465-734145873.pdfinformation requirements|information acquisition|automatic recommendation|command decision-making |
| spellingShingle | CAI Lijin, ZHANG Fengjun, LU Xun Algorithm and simulation of automatic recommendation based on information requirements Zhihui kongzhi yu fangzhen information requirements|information acquisition|automatic recommendation|command decision-making |
| title | Algorithm and simulation of automatic recommendation based on information requirements |
| title_full | Algorithm and simulation of automatic recommendation based on information requirements |
| title_fullStr | Algorithm and simulation of automatic recommendation based on information requirements |
| title_full_unstemmed | Algorithm and simulation of automatic recommendation based on information requirements |
| title_short | Algorithm and simulation of automatic recommendation based on information requirements |
| title_sort | algorithm and simulation of automatic recommendation based on information requirements |
| topic | information requirements|information acquisition|automatic recommendation|command decision-making |
| url | https://www.zhkzyfz.cn/fileup/1673-3819/PDF/1732684117465-734145873.pdf |
| work_keys_str_mv | AT cailijinzhangfengjunluxun algorithmandsimulationofautomaticrecommendationbasedoninformationrequirements |