Prediction of Vocational Education Coursework Assessment Results Based on the Simulated Annealing Neural Network

Gao, Yan; Tan, Aidi; Wei, Yanping

doi:10.1155/2022/8683122

Cited by 3 publications

(4 citation statements)

References 15 publications

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“…They are important components of the national education system and human resource development, and are important ways to cultivate diverse talents, inherit technical skills, and promote employment and entrepreneurship. Vocational education is an important component of the education system and a fundamental project for cultivating high-quality talents Gallagher (2022), Triki et al (2022, Gao et al (2022), Han (2021), Hamzah et al (2021), Xue (2021), Abramovskikh et al (2021), Liang (2022), Li et al (2022), Luimes (2023).…”

Section: Vocational Educationmentioning

confidence: 99%

Research on Strategies for Improving the Governance Efficiency of International Cooperative Education

Xiao

2023

Int. J. Eng. Tech. Mgmt. Res.

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Governance includes the state, the private sector, and civil society, all of which play an important role in sustained human development. The state constructs a feasible political and legal environment, the private sector creates employment and income opportunities, civil society assists in political and social interaction, and mobilizes various forces to participate in economic, social, and political activities. Vocational education is a product of social development, the development of human civilization, and can also be said to be a product of human self-development. And it is a product of development to a special period. Vocational education benefits society, and society can also benefit from vocational education. Promoting social development is a necessary and sacred duty of vocational education. Building an international cooperation platform for vocational education based on regional advantages, development strategies, pillar industries, and talent needs is a key component of the reform of the vocational education system construction. In this context, how to improve the governance system of vocational undergraduate cooperative education, enhance governance efficiency, and provide internal support for the high-quality development of vocational education has become an urgent problem to be solved. This article is based on Sino foreign cooperative education for vocational undergraduate students, studying the basic connotation, specific characterization, and improvement strategies of governance efficiency, providing theoretical support for building a high-quality Sino foreign cooperative education system for vocational education.

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Section: Vocational Educationmentioning

confidence: 99%

Research on Strategies for Improving the Governance Efficiency of International Cooperative Education

Xiao

2023

Int. J. Eng. Tech. Mgmt. Res.

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“…For the purpose of improving the prediction of professional education evaluation results, Gao et al proposed a simulated annealing algorithm on the basis of simulated annealing fish swarm algorithm. According to the results, the forecasting system of professional education lesson assessment performance constructed based on simulated annealing algorithm can effectively predict the examination results [12]. To improve the detection of word sequences within the English classroom, Deng Bowen designed an analytical model on the basis of group encoding and modified genetic algorithm.…”

Section: Related Workmentioning

confidence: 99%

“…Comparing the two algorithms, it is clearly seen that the IGA algorithm has higher average individual fitness and requires less iterations. According to the setting of formula (12), when the fitness calculation value is higher, the individual test papers obtained by the grouped papers are better. From Fig.…”

Section: A Experiments On the Performance Of The Teaching Platform Ba...mentioning

confidence: 99%

Research on the Design of Online Teaching Platform of College Dance Course based on IGA Algorithm

Xu¹

2022

IJACSA

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As a comprehensive art form, dance plays an integral role in developing the overall quality of students. However, with the increasing progress of IT technology, the traditional classroom-based teaching mode of dance course can no longer adapt to the current educational environment. This research designs an e-teaching platform system for college dance lessons based on the IGA algorithm (Improved Genetic Algorithm, IGA). First, it establishes a mathematical model of artificial intelligence questions and then proposes the functional design of an online teaching platform for college dance course based on the IGA algorithm. The feasibility of the proposed online teaching platform system of college dance course based on the IGA algorithm is validated via a number of testes. When the iteration count is 500, the success rate of the IGA algorithm reaches 99%; when the iteration count is 100, the average fitness is 0.929; when the iteration count is 100 times, the moderate calculation value is 0.936. While for the traditional Genetic algorithm (GA), the results are 88.6%, 0.73, and 0.752, respectively. By comparing with the traditional teaching mode based on GA algorithm, the proposed method based on IGA algorithm is obviously superior in many aspects.

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“…This article has been retracted by Hindawi following an investigation undertaken by the publisher [1]. This investigation has uncovered evidence of one or more of the following indicators of systematic manipulation of the publication process:…”

mentioning

confidence: 99%

Retracted: Prediction of Vocational Education Coursework Assessment Results Based on the Simulated Annealing Neural Network

2023

Wireless Communications and Mobile Computing

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Prediction of Vocational Education Coursework Assessment Results Based on the Simulated Annealing Neural Network

Cited by 3 publications

References 15 publications

Research on Strategies for Improving the Governance Efficiency of International Cooperative Education

Research on Strategies for Improving the Governance Efficiency of International Cooperative Education

Research on the Design of Online Teaching Platform of College Dance Course based on IGA Algorithm

Retracted: Prediction of Vocational Education Coursework Assessment Results Based on the Simulated Annealing Neural Network

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