Design and Application of Intelligent Management Platform Based on Big Data

Big data technology has greatly promoted the construction of intelligent administrative management and improved the decision-making ability continuously. Data mining also lays a solid foundation for the construction of administrative management platform and reflects the potential value of data. In t...

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Bibliographic Details
Published in:Security and communication networks 2022-10, Vol.2022, p.1-14
Main Authors: Su, Yunuo, Dai, Minhui, Zhou, Haoyu
Format: Article
Language:English
Subjects:
Algorithms
Big Data
Business process reengineering
Cluster analysis
Construction
Data collection
Data mining
Decision making
Information technology
Innovations
Internet
Machine learning
Modernization
Optimization
Politics
Society
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Summary:Big data technology has greatly promoted the construction of intelligent administrative management and improved the decision-making ability continuously. Data mining also lays a solid foundation for the construction of administrative management platform and reflects the potential value of data. In this study, an intelligent management platform based on big data is designed and implemented. First, the problems of the intellectualization of administrative management are discussed, and the big data platform and functional framework of administrative management are introduced. Second, in order to apply data mining to administrative management, the object of data mining in administrative management is defined, and a data mining system is designed. Finally, the application of machine learning methods such as cluster analysis in administrative management is analyzed in detail. The research results show that the application of intelligent management platform based on big data can promote the construction of intelligent administration and lay a good foundation for the development of more perfect intelligent administrative management.
ISSN:1939-0114
1939-0122
DOI:10.1155/2022/1790678