Research on the Synergistic Development Mechanism of Vocational Education and Open Education in the Context of High Quality Development with the Application of Multi-scale Integration Features

In this paper, firstly, the core literacy and teaching mechanism of the synergistic development of vocational education and open education is studied based on the school education plan under the requirement of the new engineering education goal to improve the quality of vocational school education....

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Main Author: Yan Honglin
Format: Article
Language:English
Published: Sciendo 2024-01-01
Series:Applied Mathematics and Nonlinear Sciences
Subjects:
Online Access:https://doi.org/10.2478/amns.2023.2.00898
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author Yan Honglin
author_facet Yan Honglin
author_sort Yan Honglin
collection DOAJ
description In this paper, firstly, the core literacy and teaching mechanism of the synergistic development of vocational education and open education is studied based on the school education plan under the requirement of the new engineering education goal to improve the quality of vocational school education. Then, the mechanism of collaborative development of vocational education and open education based on multi-scale integration characteristics is studied, and the teaching correction multi-scale integration network in the collaborative model of vocational education and open education is proposed according to the students’ learning state in the classroom. To avoid the problem of over-fitting the loss function in the prediction of the learning state, it is necessary to introduce the regular term to prevent the model from over-fitting and to analyze the learning state and the satisfaction of the collaborative model analysis. The results showed that the learning status of the two students was in a state of concentration, which was a more objective analysis of the distribution of students’ attention in the classroom. In terms of satisfaction with the collaborative model, the satisfaction level of the first-year students with the factors of the collaborative model of vocational education and open education was lower than that of the second-year and third-year students. This study is important for achieving the ambitious goal of achieving high-quality development of the synergistic mechanism between vocational education and open education.
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spelling doaj.art-0912be133c4d48909263c9727658ce132024-01-29T08:52:37ZengSciendoApplied Mathematics and Nonlinear Sciences2444-86562024-01-019110.2478/amns.2023.2.00898Research on the Synergistic Development Mechanism of Vocational Education and Open Education in the Context of High Quality Development with the Application of Multi-scale Integration FeaturesYan Honglin01School of Logistics Henan Communications Polytechnics, Zhengzhou, Henan, 450015, China.In this paper, firstly, the core literacy and teaching mechanism of the synergistic development of vocational education and open education is studied based on the school education plan under the requirement of the new engineering education goal to improve the quality of vocational school education. Then, the mechanism of collaborative development of vocational education and open education based on multi-scale integration characteristics is studied, and the teaching correction multi-scale integration network in the collaborative model of vocational education and open education is proposed according to the students’ learning state in the classroom. To avoid the problem of over-fitting the loss function in the prediction of the learning state, it is necessary to introduce the regular term to prevent the model from over-fitting and to analyze the learning state and the satisfaction of the collaborative model analysis. The results showed that the learning status of the two students was in a state of concentration, which was a more objective analysis of the distribution of students’ attention in the classroom. In terms of satisfaction with the collaborative model, the satisfaction level of the first-year students with the factors of the collaborative model of vocational education and open education was lower than that of the second-year and third-year students. This study is important for achieving the ambitious goal of achieving high-quality development of the synergistic mechanism between vocational education and open education.https://doi.org/10.2478/amns.2023.2.00898multi-scale integration featureslearning state predictionvocational educationopen educationsynergistic development mechanism97d60
spellingShingle Yan Honglin
Research on the Synergistic Development Mechanism of Vocational Education and Open Education in the Context of High Quality Development with the Application of Multi-scale Integration Features
Applied Mathematics and Nonlinear Sciences
multi-scale integration features
learning state prediction
vocational education
open education
synergistic development mechanism
97d60
title Research on the Synergistic Development Mechanism of Vocational Education and Open Education in the Context of High Quality Development with the Application of Multi-scale Integration Features
title_full Research on the Synergistic Development Mechanism of Vocational Education and Open Education in the Context of High Quality Development with the Application of Multi-scale Integration Features
title_fullStr Research on the Synergistic Development Mechanism of Vocational Education and Open Education in the Context of High Quality Development with the Application of Multi-scale Integration Features
title_full_unstemmed Research on the Synergistic Development Mechanism of Vocational Education and Open Education in the Context of High Quality Development with the Application of Multi-scale Integration Features
title_short Research on the Synergistic Development Mechanism of Vocational Education and Open Education in the Context of High Quality Development with the Application of Multi-scale Integration Features
title_sort research on the synergistic development mechanism of vocational education and open education in the context of high quality development with the application of multi scale integration features
topic multi-scale integration features
learning state prediction
vocational education
open education
synergistic development mechanism
97d60
url https://doi.org/10.2478/amns.2023.2.00898
work_keys_str_mv AT yanhonglin researchonthesynergisticdevelopmentmechanismofvocationaleducationandopeneducationinthecontextofhighqualitydevelopmentwiththeapplicationofmultiscaleintegrationfeatures