Xia Wang, Tom Gülenman, Niels Pinkwart, C. D. Witt, Christina Gloerfeld, Silke Wrede
{"title":"Automatic Assessment of Student Homework and Personalized Recommendation","authors":"Xia Wang, Tom Gülenman, Niels Pinkwart, C. D. Witt, Christina Gloerfeld, Silke Wrede","doi":"10.1109/icalt49669.2020.00051","DOIUrl":null,"url":null,"abstract":"AI technologies are applied to automatically assess students’ homework texts and to provide intelligent recommendations based on both students’ current learning knowledge and whole domain knowledge. Several traditional machine learning methods are evaluated and compared in order to find a suitable method for customizing personalized assessment results.","PeriodicalId":153823,"journal":{"name":"2020 IEEE 20th International Conference on Advanced Learning Technologies (ICALT)","volume":"78 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 IEEE 20th International Conference on Advanced Learning Technologies (ICALT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/icalt49669.2020.00051","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3
Abstract
AI technologies are applied to automatically assess students’ homework texts and to provide intelligent recommendations based on both students’ current learning knowledge and whole domain knowledge. Several traditional machine learning methods are evaluated and compared in order to find a suitable method for customizing personalized assessment results.