{"title":"基于灰色关联度的在线远程教育质量评价","authors":"Tao Du Tao Du, Weina Fu Tao Du","doi":"10.53106/160792642023092405012","DOIUrl":null,"url":null,"abstract":"<p>Aiming to address the problems of low accuracy and long time consuming of existing education quality evaluation models, a new online distance education quality evaluation model based on grey correlation algorithm is proposed. Firstly, calculate the membership of education quality data, and complete the data collection through cluster mining. Secondly, construct the evaluation index system according to the set evaluation principles. Finally, the grey correlation degree algorithm is used to mine the correlation degree relationship of education quality index data and complete the construction of the evaluation model. The comparison test results show that the evaluation accuracy of the built model is 0.98, the response time is only 0.7s, the CPU proportion is only 27%, and the satisfaction rate is more than 0.97. Therefore, the model has higher application value.</p> <p>&nbsp;</p>","PeriodicalId":50172,"journal":{"name":"Journal of Internet Technology","volume":"29 1","pages":"0"},"PeriodicalIF":0.9000,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Quality Evaluation for Online Distance Education Based on Grey Relational Degree\",\"authors\":\"Tao Du Tao Du, Weina Fu Tao Du\",\"doi\":\"10.53106/160792642023092405012\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>Aiming to address the problems of low accuracy and long time consuming of existing education quality evaluation models, a new online distance education quality evaluation model based on grey correlation algorithm is proposed. Firstly, calculate the membership of education quality data, and complete the data collection through cluster mining. Secondly, construct the evaluation index system according to the set evaluation principles. Finally, the grey correlation degree algorithm is used to mine the correlation degree relationship of education quality index data and complete the construction of the evaluation model. The comparison test results show that the evaluation accuracy of the built model is 0.98, the response time is only 0.7s, the CPU proportion is only 27%, and the satisfaction rate is more than 0.97. Therefore, the model has higher application value.</p> <p>&nbsp;</p>\",\"PeriodicalId\":50172,\"journal\":{\"name\":\"Journal of Internet Technology\",\"volume\":\"29 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.9000,\"publicationDate\":\"2023-09-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Internet Technology\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.53106/160792642023092405012\",\"RegionNum\":4,\"RegionCategory\":\"计算机科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"COMPUTER SCIENCE, INFORMATION SYSTEMS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Internet Technology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.53106/160792642023092405012","RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"COMPUTER SCIENCE, INFORMATION SYSTEMS","Score":null,"Total":0}
Quality Evaluation for Online Distance Education Based on Grey Relational Degree
Aiming to address the problems of low accuracy and long time consuming of existing education quality evaluation models, a new online distance education quality evaluation model based on grey correlation algorithm is proposed. Firstly, calculate the membership of education quality data, and complete the data collection through cluster mining. Secondly, construct the evaluation index system according to the set evaluation principles. Finally, the grey correlation degree algorithm is used to mine the correlation degree relationship of education quality index data and complete the construction of the evaluation model. The comparison test results show that the evaluation accuracy of the built model is 0.98, the response time is only 0.7s, the CPU proportion is only 27%, and the satisfaction rate is more than 0.97. Therefore, the model has higher application value.
期刊介绍：
The Journal of Internet Technology accepts original technical articles in all disciplines of Internet Technology & Applications. Manuscripts are submitted for review with the understanding that they have not been published elsewhere.
Topics of interest to JIT include but not limited to:
Broadband Networks
Electronic service systems (Internet, Intranet, Extranet, E-Commerce, E-Business)
Network Management
Network Operating System (NOS)
Intelligent systems engineering
Government or Staff Jobs Computerization
National Information Policy
Multimedia systems
Network Behavior Modeling
Wireless/Satellite Communication
Digital Library
Distance Learning
Internet/WWW Applications
Telecommunication Networks
Security in Networks and Systems
Cloud Computing
Internet of Things (IoT)
IPv6 related topics are especially welcome.
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