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Issue title: Artificial Intelligence as a maturing and growing technology: An urgent need for intelligent systems
Guest editors: X. Yuan and M. Elhoseny
Article type: Research Article
Authors: Luo, Ganga; * | Chen, Zhiyuanb
Affiliations: [a] Department of Architecture, Henan Technical College of Construction, Zhengzhou, China | [b] Educational Information Technology Center, Henan Technical College of Construction, Zhengzhou, China
Correspondence: [*] Corresponding author. Gang Luo, Department of Architecture, Henan Technical College of Construction, Zhengzhou, 450064, China. E-mail: lg@hnjs.edu.cn.
Abstract: In this paper, through the edge computing application path, the educational evaluation system was optimized using the adaptive entropy theory polymerization method which based on applying the path. By adding multiple constraints to filter out nodes and educational evaluation edges that do not meet the requirements, the improved algorithm is used to optimize the redundant paths to avoid loops and node detour problem. To improve the accuracy of education evaluation and evaluation, ensure the load balance in the domain, and solve the problems of single evaluation attribute and high overlap of education evaluation paths. This paper proposes a multi-attribute education evaluation model that refines the evaluation attributes of education evaluation and uses analytic hierarchy process perform weight distribution. The algorithm can improve the accuracy of the evaluation of the education evaluation system while ensuring the computational efficiency, and can ensure the load balance within the domain, and improve the network survival time.
Keywords: Edge computing, education evaluation system, application path, optimization research
DOI: 10.3233/JIFS-189333
Journal: Journal of Intelligent & Fuzzy Systems, vol. 40, no. 2, pp. 2941-2951, 2021
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