Relationship Between the Cultivation and Incentive Mechanism of Senior Educational Talents

Zuo, Jialin; Lü, Wei; Jia, Chunxu

doi:10.3991/ijet.v16i22.26879

Cited by 3 publications

(2 citation statements)

References 21 publications

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“…As a result, the learners do not have strong sense of scientific and technological service, nor the skills to serve the economic and social development. For college learners in the economic transition period, the STS industry is an industrial field with broad prospects for employment and entrepreneurship [13,14]. Enhancing the technical skills and management service capabilities of college learners to control the technology service industry is an inevitable choice for college entrepreneurship and innovation (E&I) education.…”

Section: Introductionmentioning

confidence: 99%

[Retracted] Assessment of College Entrepreneurship and Innovation Education Effect for Sci‐Tech Service Industry

Chang

Liu

2022

Discrete Dynamics in Nature and Society

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Based on the analysis of the importance and necessity of evaluating the college entrepreneurship and innovation (E&I) education effect for the sci-tech service (STS) industry, from four aspects of top-layer design, college environment, faculty and learner assessment, an assessment index system for the effect of college E&I education is constructed. Through analytic hierarchy process (AHP), this paper also makes a comprehensive and objective assessment and analysis on the effect of college E&I education, which is oriented to the STS industry. Among the primary layer indicators, the weight coefficient of learner assessment is 0.4444, followed by the faculty, and the weight coefficient is 0.3061. Additionally, this proves that lecturers and learners are the focus and primary body of E&I education activities in colleges for STS industry. The theoretical concept and practical ability of learners is the most important index to test the assessment of E&I education effect. Lecturers’ teaching methods and their own experience are important for the effect assessment of E&I education, and the environment of E&I education is important for the effect assessment of education. The construction of innovative and entrepreneurial lecturers is critical to education effect assessment.

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Section: Introductionmentioning

confidence: 99%

[Retracted] Assessment of College Entrepreneurship and Innovation Education Effect for Sci‐Tech Service Industry

Chang

Liu

2022

Discrete Dynamics in Nature and Society

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“…Their complex work processes raise a high demand for the work efficiency of employees. As a result, the enterprises in need of internationalization attach great importance to individual ability and quality when recruiting talents [6][7][8][9].…”

Section: Introductionmentioning

confidence: 99%

Quality Evaluation of Order-Based Talent Training in Internationalized Enterprises Based on Machine Learning

Yang¹,

Liu²,

Liu³

et al. 2022

Int. J. Emerg. Technol. Learn.

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Internationalized enterprises conduct business and operation in more than one country. Their complex work processes raise a high demand for the work efficiency of employees. As a result, the enterprises in need of internationalization attach great importance to individual ability and quality when recruiting talents, and need to train talents based on orders. To improve the degree of specialization and employment quality of graduates, it is necessary to effectively evaluate the order-based talent training in internationalized enterprises, which helps to rationalize the training scheme and realize scientific education. However, there are very few studies that quantify the order-based talent training in internationalized enterprises. To fill the gap, this paper evaluates the quality of order-based talent training in internationalized enterprises based on machine learning. Section 2 summarizes the flow of order-based talent training in internationalized enterprises, and establishes an evaluation index system for the training quality, referring to the requirements of internationalized enterprises on the skills, cultural qualities, and professional ethics of talents. The feature data of the evaluation indies were preprocessed through principal component analysis (PCA), which reduces the computing load and increases the computing speed for the order-based talent training quality in internationalized enterprises. Section 3 optimizes the backpropagation (BP) neural network for prediction, and further reduces the dimensionality of the multi-dimensional data on the evaluation indices through locality preservation projection (LPP). The proposed model was proved effective through experiments.

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Research on Numerical Analysis Methods of New Quality Productivity Development in Colleges and Universities Oriented to Party Building Leadership

Wei,

2024

Applied Mathematics and Nonlinear Sciences

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This paper selects key indicators between party building system inputs and new quality productivity output elements of universities and adopts the correlation method to study the relationship between such elements. From the perspective of mathematical analysis, we can show the interactive relationship between intelligent party building inputs and scientific and technological output elements of universities. The questionnaire method is used to conduct an in-depth investigation and research on the actual situation of postgraduate students’ innovation ability and cultivation. The results of the study show that the elements of funding for the construction of the intelligent party building system show a rising trend from 2020 to 2024. The input of funding for smart party building is proportional to the output, i.e., the greater the input, the more output of new quality productivity in colleges and universities. When investigating the importance of party building in the cultivation of postgraduate students’ innovation abilities, 48.2% of the students believe it is very important. About 58% of the students think that the party building system of their students plays a certain role in cultivating innovation ability.

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Relationship Between the Cultivation and Incentive Mechanism of Senior Educational Talents

Cited by 3 publications

References 21 publications

[Retracted] Assessment of College Entrepreneurship and Innovation Education Effect for Sci‐Tech Service Industry

[Retracted] Assessment of College Entrepreneurship and Innovation Education Effect for Sci‐Tech Service Industry

Quality Evaluation of Order-Based Talent Training in Internationalized Enterprises Based on Machine Learning

Research on Numerical Analysis Methods of New Quality Productivity Development in Colleges and Universities Oriented to Party Building Leadership

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