{"title":"Machine Learning Based Predicting Student Academic Success","authors":"Khalfan Al Mayahi, M. Al-Bahri","doi":"10.1109/ICUMT51630.2020.9222435","DOIUrl":null,"url":null,"abstract":"Today, all institutions and companies are accelerating the use of AI technologies in their businesses to achieve a clear vision and quality results. The education sector is one of the sectors where AI can be used because of big data. In this work we created a machine-based learning model to predict a student’s educational performance. The developed model relied on the student’s previous data and performance in the last stage of the school. The model showed a very accurate accuracy rate that can be adopted.","PeriodicalId":170847,"journal":{"name":"2020 12th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT)","volume":"28 8 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"11","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 12th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICUMT51630.2020.9222435","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 11
Abstract
Today, all institutions and companies are accelerating the use of AI technologies in their businesses to achieve a clear vision and quality results. The education sector is one of the sectors where AI can be used because of big data. In this work we created a machine-based learning model to predict a student’s educational performance. The developed model relied on the student’s previous data and performance in the last stage of the school. The model showed a very accurate accuracy rate that can be adopted.