基于学习者风格模型的智能辅导系统案例推理方法

M. Kharrat, N. Reyhani, K. Badie
{"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}
引用次数: 5

摘要

我们提出了一种智能教学系统,利用学习者模型的参数对某一领域的必备课件进行个性化定制。模式分析;我们选择理解作为实现我们方法的平台,因为它可以平等地应用于广泛的工程分支,同时也可以作为非工程领域的系统学科。我们系统中使用的学习者风格模型是基于Dunn和Dunn, Kolb和Myers-Briggs理论。有了不同用户的学习者模型,以及基本课件的适当安排,我们将展示基于案例适应过程的基于案例的推理方法如何产生新的课件安排。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信