Application of adaptive resource allocation algorithm and communication network security in improving educational video transmission quality

Guang-zhi, WU

doi:10.1016/j.aej.2021.02.026

Cited by 20 publications

(6 citation statements)

References 25 publications

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“…e speedy growth of the network technology over the preceding few years has contributed to an upsurge in the signi cance of large amounts of data. e prioritization and improvement of online teaching resources in IPE can help to improve the content of that education, as well as improve the screening, mining, and integration of online IPE resources, which can lead to the development of new models of that education [1][2][3]. is can be accomplished by improving the screening, mining, and integration of online IPE resources.…”

Section: Introductionmentioning

confidence: 99%

A Diversified Integration Method of IPE Teaching Resources Based on Ant Colony Algorithm

Shan¹,

2022

Mobile Information Systems

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In the era of big data, cloud computing, and machine learning, this has become essential to promote the better development of ideological and political education (IPE) in institutions and universities. In fact, we must pay close devotion to the integration and utilization of online teaching resources, take full benefits of the assistances of big data, machine learning, and continuously collect and sort resources that are conducive to IPE in higher vocational academies, so as to optimize the educational process. In fact, the resource allocation within the context of the IPE is not well-addressed in the existing literature; and the allocation of resources is quite unreasonable. In higher vocational education, the form and content of the IPE will enhance its effectiveness. In this paper, we use the ant colony algorithm to efficiently obtain the solution set for resource allocation, thereby addressing the issues of unreasonable allocation of IPE resources and inefficient testing. In addition, the local search method is incorporated into the ant colony optimization technique to perform a local search on the solution set of the obtained resource allocation in order to increase the algorithm’s performance. On the standard test set, algorithm comparison experimentations are carried out to validate the efficacy and efficiency of the suggested algorithm.

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Section: Introductionmentioning

confidence: 99%

A Diversified Integration Method of IPE Teaching Resources Based on Ant Colony Algorithm

Shan¹,

2022

Mobile Information Systems

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“…Second, colleges and universities should actively organize academic seminars, academic forums and other activities to promote academic exchanges and cooperation between universities and educational institutions. Through academic exchanges, a platform has been established for experts and scholars from different disciplinary backgrounds to communicate with each other and share research results and experiences, which has effectively promoted the cross-integration of disciplines and promoted academic leapfrogging and progress (Wu, 2021). Third, colleges and universities should strengthen cooperation with related industries and promote the integrated development of production, education and research.…”

Section: Strengthen Interdisciplinary Integration and Promote Academi...mentioning

confidence: 99%

Research on the Integration of Educational Resources in Higher Education Administration

2024

LEX

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In order to improve the integration of higher education resources, local governments should strengthen the administrative management of higher education and propose measures to promote social governance. Therefore, from the perspective of local autonomy, this paper puts forward the following hypotheses about local government behavior and public policy adjustment: whether local autonomy affects the adjustment of higher education policy, whether the role of local intervention policy and legal improvement overlaps, whether the impact on resource integration is perfect, whether the public supervision mechanism is perfect, whether the public plays a role in promoting the integration of educational resources, and whether local laws and regulations have an impact on the integration of educational resources, the educational environment, and the level of local governance. The results show that the policy intervention of local governments and the improvement of laws and regulations have a great impact on the integration of educational resources, which can optimize the educational structure and form a good educational environment, which is the direct factor of the integration of educational resources. Therefore, local governments should strengthen the introduction of intervention policies, improve laws and regulations, and guide the public to participate in the integration of education.

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“…"Educational resources" actually refers to all kinds of financial, human and material resources needed to organize various types of education, and "educational resource allocation" is how to reasonably and effectively allocate resources between different levels and types of education. Macro-education resource allocation is guided by the will of the state, oriented to the job market, the effective allocation of educational resources to different levels of education, the pursuit of the optimal allocation of educational resources [3]; micro-education resource allocation, refers to the school in a certain resource allocation conditions, how to maximize the use of limited resources [4]. Throughout the macro and micro levels, it is not difficult to find that "efficiency" is always the ultimate goal of educational resource allocation, in the case of the total amount of inputs remains unchanged, through the best combination of resources to improve efficiency and output.…”

Section: Introductionmentioning

confidence: 99%

Research on Policy Effect and Regional Difference of Allocation Efficiency of Rural Preschool Education Resources

Tang,

Lan

2024

Preprint

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Rural preschool education is an organic part of rural society, and improving the public service system of rural preschool education is an important guarantee for the implementation of rural revitalization strategy. This paper uses input-oriented three-stage DEA model and Malmquist index to conduct static and dynamic analysis of rural preschool education resource input performance from 2012 to 2020 in nearly 30 provinces in eastern, central and western China. The results show that urbanization level, birth rate, social consciousness, kindergarten scale and other external factors have a significant impact on the performance of rural preschool education resources input; After stripping the influence of environment and random factors, the overall trend of average performance of rural preschool education resources has been improved, and presents a descending regional pattern of "middle, east and west". Therefore, in order to further improve the performance of rural preschool education resources input, we should make overall planning to promote the rational and effective resource input and allocation; we should adjust dynamically to ensure the basic quality of educational resource allocation; we should learn from each other to realize the complementary advantages of resources in the eastern, western and central regions.

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Application of adaptive resource allocation algorithm and communication network security in improving educational video transmission quality

Cited by 20 publications

References 25 publications

A Diversified Integration Method of IPE Teaching Resources Based on Ant Colony Algorithm

A Diversified Integration Method of IPE Teaching Resources Based on Ant Colony Algorithm

Research on the Integration of Educational Resources in Higher Education Administration

Research on Policy Effect and Regional Difference of Allocation Efficiency of Rural Preschool Education Resources

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