Design and implementation of intelligent accounting data analysis platform based on industrial cloud computing
Abstract In order to improve the ability of accounting data analysis and statistics, a method of constructing modern accounting data analysis platform based on industrial cloud computing is proposed. The time series model of modern accounting data analysis is constructed by using block bit sequence...
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| Format: | Article |
| Language: | English |
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SpringerOpen
2020-01-01
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| Series: | EURASIP Journal on Wireless Communications and Networking |
| Subjects: | |
| Online Access: | https://doi.org/10.1186/s13638-020-1647-2 |
| _version_ | 1818731948554584064 |
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| author | Wang Ting Yang Liu |
| author_facet | Wang Ting Yang Liu |
| author_sort | Wang Ting |
| collection | DOAJ |
| description | Abstract In order to improve the ability of accounting data analysis and statistics, a method of constructing modern accounting data analysis platform based on industrial cloud computing is proposed. The time series model of modern accounting data analysis is constructed by using block bit sequence analysis method, and the association rule characteristic quantity of accounting data is extracted. Combined with cloud computing technology, the modern accounting data analysis platform is constructed, and the fuzzy C-means clustering algorithm is used to realize the clustering of modern accounting data, which can improve the ability of parallel computing and statistical analysis of accounting data. The simulation results show that the intelligent data analysis platform designed makes the statistical analysis ability of accounting data better and the parallel computing efficiency higher. |
| first_indexed | 2024-12-17T23:25:47Z |
| format | Article |
| id | doaj.art-fae87f046efa4d4fbf5f0b793aadc1e8 |
| institution | Directory Open Access Journal |
| issn | 1687-1499 |
| language | English |
| last_indexed | 2024-12-17T23:25:47Z |
| publishDate | 2020-01-01 |
| publisher | SpringerOpen |
| record_format | Article |
| series | EURASIP Journal on Wireless Communications and Networking |
| spelling | doaj.art-fae87f046efa4d4fbf5f0b793aadc1e82022-12-21T21:28:47ZengSpringerOpenEURASIP Journal on Wireless Communications and Networking1687-14992020-01-01202011810.1186/s13638-020-1647-2Design and implementation of intelligent accounting data analysis platform based on industrial cloud computingWang Ting0Yang Liu1Department of Business Administration, Shandong Vocational College of Light IndustrySchool of Business, Qingdao UniversityAbstract In order to improve the ability of accounting data analysis and statistics, a method of constructing modern accounting data analysis platform based on industrial cloud computing is proposed. The time series model of modern accounting data analysis is constructed by using block bit sequence analysis method, and the association rule characteristic quantity of accounting data is extracted. Combined with cloud computing technology, the modern accounting data analysis platform is constructed, and the fuzzy C-means clustering algorithm is used to realize the clustering of modern accounting data, which can improve the ability of parallel computing and statistical analysis of accounting data. The simulation results show that the intelligent data analysis platform designed makes the statistical analysis ability of accounting data better and the parallel computing efficiency higher.https://doi.org/10.1186/s13638-020-1647-2Industrial cloud computingIntelligent accounting data analysisFuzzy C-means clustering algorithmFeature extraction |
| spellingShingle | Wang Ting Yang Liu Design and implementation of intelligent accounting data analysis platform based on industrial cloud computing EURASIP Journal on Wireless Communications and Networking Industrial cloud computing Intelligent accounting data analysis Fuzzy C-means clustering algorithm Feature extraction |
| title | Design and implementation of intelligent accounting data analysis platform based on industrial cloud computing |
| title_full | Design and implementation of intelligent accounting data analysis platform based on industrial cloud computing |
| title_fullStr | Design and implementation of intelligent accounting data analysis platform based on industrial cloud computing |
| title_full_unstemmed | Design and implementation of intelligent accounting data analysis platform based on industrial cloud computing |
| title_short | Design and implementation of intelligent accounting data analysis platform based on industrial cloud computing |
| title_sort | design and implementation of intelligent accounting data analysis platform based on industrial cloud computing |
| topic | Industrial cloud computing Intelligent accounting data analysis Fuzzy C-means clustering algorithm Feature extraction |
| url | https://doi.org/10.1186/s13638-020-1647-2 |
| work_keys_str_mv | AT wangting designandimplementationofintelligentaccountingdataanalysisplatformbasedonindustrialcloudcomputing AT yangliu designandimplementationofintelligentaccountingdataanalysisplatformbasedonindustrialcloudcomputing |