Research Article
Construction of Management Model of Vocational Education Based on Data Analysis
@INPROCEEDINGS{10.1007/978-3-030-87903-7_11, author={Yunli Dao}, title={Construction of Management Model of Vocational Education Based on Data Analysis}, proceedings={Application of Big Data, Blockchain, and Internet of Things for Education Informatization. First EAI International Conference, BigIoT-EDU 2021, Virtual Event, August 1--3, 2021, Proceedings, Part II}, proceedings_a={BIGIOT-EDU PT2}, year={2021}, month={10}, keywords={DEEP LEARNING network Vocational education management deep learning level: NSSE China Prediction model}, doi={10.1007/978-3-030-87903-7_11} }- Yunli Dao
Year: 2021
Construction of Management Model of Vocational Education Based on Data Analysis
BIGIOT-EDU PT2
Springer
DOI: 10.1007/978-3-030-87903-7_11
Abstract
Due to the strong self-organization and self-adaptive ability of DEEP LEARNING network, this paper constructs a prediction model of management deep learning level of vocational education based on DEEP LEARNING network, using nsse-china 2013 questionnaire as the source of data, taking the five comparable indicators between vocational colleges as the input of the network, and the management level of vocational education as the output of the network, and simulating in MATLAB. The experimental results show that the prediction model overcomes the complexity and subjectivity of the traditional evaluation of deep learning vocational education management, has the characteristics of fast convergence speed and high prediction accuracy, and has good applicability.