Big Data Related Patent Retrieval System Based on Filtering Rules
In the information age, patents are an important carrier of scientific research achievements. How to protect patents and effectively transmit them has become an important development measure in the current information age. A big data-related patent retrieval technology based on filtering rules is pr...
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| Format: | Article |
| Language: | English |
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University of Zagreb Faculty of Electrical Engineering and Computing
2024-01-01
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| Series: | Journal of Computing and Information Technology |
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| Online Access: | https://hrcak.srce.hr/file/471983 |
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| _version_ | 1841551902962089984 |
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| author | Xuanrong Zhao |
| author_facet | Xuanrong Zhao |
| author_sort | Xuanrong Zhao |
| collection | DOAJ |
| description | In the information age, patents are an important carrier of scientific research achievements. How to protect patents and effectively transmit them has become an important development measure in the current information age. A big data-related patent retrieval technology based on filtering rules is proposed to address issues such as poor keyword and phrase retrieval positioning in patent analysis. This new technology combines multiple filtering and retrieval methods and builds a data storage and transmission system. The model achieved the best performance when the threshold was set to 100. The frequency of using the training set before and after keyword filtering increased by 10 and the frequency of using the test set before and after keyword filtering increased by 16. The Euclidean distance of the research method decreased by 0.883 compared to other methods. The mean value increased by 0.1611 compared to other methods. The cosine value increased by 0.4300 compared to other methods. Therefore, the new method has a better filtering effect on patent keywords compared to other methods. This has a good guiding effect on the retrieval of big data-related patents. |
| format | Article |
| id | doaj-art-2d8f379d14c649bcafbf293b38ee6398 |
| institution | Kabale University |
| issn | 1846-3908 |
| language | English |
| publishDate | 2024-01-01 |
| publisher | University of Zagreb Faculty of Electrical Engineering and Computing |
| record_format | Article |
| series | Journal of Computing and Information Technology |
| spelling | doaj-art-2d8f379d14c649bcafbf293b38ee63982025-01-09T14:17:46ZengUniversity of Zagreb Faculty of Electrical Engineering and ComputingJournal of Computing and Information Technology1846-39082024-01-0132426527610.20532/cit.2024.1005865Big Data Related Patent Retrieval System Based on Filtering RulesXuanrong Zhao0Sichuan Top IT Vocational Institute, Sichuan, ChinaIn the information age, patents are an important carrier of scientific research achievements. How to protect patents and effectively transmit them has become an important development measure in the current information age. A big data-related patent retrieval technology based on filtering rules is proposed to address issues such as poor keyword and phrase retrieval positioning in patent analysis. This new technology combines multiple filtering and retrieval methods and builds a data storage and transmission system. The model achieved the best performance when the threshold was set to 100. The frequency of using the training set before and after keyword filtering increased by 10 and the frequency of using the test set before and after keyword filtering increased by 16. The Euclidean distance of the research method decreased by 0.883 compared to other methods. The mean value increased by 0.1611 compared to other methods. The cosine value increased by 0.4300 compared to other methods. Therefore, the new method has a better filtering effect on patent keywords compared to other methods. This has a good guiding effect on the retrieval of big data-related patents.https://hrcak.srce.hr/file/471983patentsbig datafiltering rulesretrieval |
| spellingShingle | Xuanrong Zhao Big Data Related Patent Retrieval System Based on Filtering Rules Journal of Computing and Information Technology patents big data filtering rules retrieval |
| title | Big Data Related Patent Retrieval System Based on Filtering Rules |
| title_full | Big Data Related Patent Retrieval System Based on Filtering Rules |
| title_fullStr | Big Data Related Patent Retrieval System Based on Filtering Rules |
| title_full_unstemmed | Big Data Related Patent Retrieval System Based on Filtering Rules |
| title_short | Big Data Related Patent Retrieval System Based on Filtering Rules |
| title_sort | big data related patent retrieval system based on filtering rules |
| topic | patents big data filtering rules retrieval |
| url | https://hrcak.srce.hr/file/471983 |
| work_keys_str_mv | AT xuanrongzhao bigdatarelatedpatentretrievalsystembasedonfilteringrules |