{"title":"基于学习者风格模型的智能辅导系统案例推理方法","authors":"M. Kharrat, N. Reyhani, K. Badie","doi":"10.1109/SIEDS.2003.158002","DOIUrl":null,"url":null,"abstract":"We propose an intelligent tutoring system, which uses the parameters of learner model for personalizing the essential courseware in a certain field. Pattern analysis amp; understanding has been selected as a platform for both implementing our approach, since it can be applied equally to a wide range of engineering branches, and can, at the same time, be used as a systemic discipline for nonengineering areas as well. The learner style model that has been used in our system is based on Dunn and Dunn, Kolb, and Myers-Briggs theories. Having the learner models of different users, together with the suitable arrangements of the essential courseware, we will show how a case-based reasoning approach based on a process of case adaptation can yield producing a novel courseware arrangement.","PeriodicalId":256790,"journal":{"name":"IEEE Systems and Information Engineering Design Symposium, 2003","volume":"12 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2003-04-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"A case-based reasoning approach to intelligent tutoring system by considering learner style model\",\"authors\":\"M. Kharrat, N. Reyhani, K. Badie\",\"doi\":\"10.1109/SIEDS.2003.158002\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We propose an intelligent tutoring system, which uses the parameters of learner model for personalizing the essential courseware in a certain field. Pattern analysis amp; understanding has been selected as a platform for both implementing our approach, since it can be applied equally to a wide range of engineering branches, and can, at the same time, be used as a systemic discipline for nonengineering areas as well. The learner style model that has been used in our system is based on Dunn and Dunn, Kolb, and Myers-Briggs theories. Having the learner models of different users, together with the suitable arrangements of the essential courseware, we will show how a case-based reasoning approach based on a process of case adaptation can yield producing a novel courseware arrangement.\",\"PeriodicalId\":256790,\"journal\":{\"name\":\"IEEE Systems and Information Engineering Design Symposium, 2003\",\"volume\":\"12 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2003-04-24\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IEEE Systems and Information Engineering Design Symposium, 2003\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/SIEDS.2003.158002\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Systems and Information Engineering Design Symposium, 2003","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SIEDS.2003.158002","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A case-based reasoning approach to intelligent tutoring system by considering learner style model
We propose an intelligent tutoring system, which uses the parameters of learner model for personalizing the essential courseware in a certain field. Pattern analysis amp; understanding has been selected as a platform for both implementing our approach, since it can be applied equally to a wide range of engineering branches, and can, at the same time, be used as a systemic discipline for nonengineering areas as well. The learner style model that has been used in our system is based on Dunn and Dunn, Kolb, and Myers-Briggs theories. Having the learner models of different users, together with the suitable arrangements of the essential courseware, we will show how a case-based reasoning approach based on a process of case adaptation can yield producing a novel courseware arrangement.