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11 September 2023 Research on micro-decision mechanism of university teachers' mobility based on data mining
Jianbo Dai
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Proceedings Volume 12779, Seventh International Conference on Mechatronics and Intelligent Robotics (ICMIR 2023); 1277927 (2023) https://doi.org/10.1117/12.2688703
Event: Seventh International Conference on Mechatronics and Intelligent Robotics (ICMIR 2023), 2023, Kunming, China
Abstract
After the reform and opening up, the prosperity of market economy has promoted the transformation of China's social structure, and thus promoted the transformation of social human resources management mode. Teachers in universities, like members of other social trade organizations, have more opportunities for communication and re-selection of occupations and posts in the market economy. It is bound to become a trend to use a more effective decision support system for teacher management to provide decision support basis for managers. This article puts forward a micro-decision-making mechanism of teachers' mobility based on Data Mining (DM). By using DM method to improve the teachers' management system, the decision-making ability of teachers' management is improved. Through the practice of DM technology in teachers' management, the DM is further explored. The results show that the algorithm in this article has obvious advantages in the middle and late period of operation, and the error is reduced by 30.57%. The algorithm has the advantages of simple description, fast classification speed, suitability for large-scale data processing, etc. It can be applied to classification, prediction models, and purposefully classifying a large number of data.
© (2023) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
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Jianbo Dai "Research on micro-decision mechanism of university teachers' mobility based on data mining", Proc. SPIE 12779, Seventh International Conference on Mechatronics and Intelligent Robotics (ICMIR 2023), 1277927 (11 September 2023); https://doi.org/10.1117/12.2688703
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KEYWORDS
Data modeling
Decision making
Data mining
Data processing
Document management
Mining
Data analysis
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