一个使用机器学习辅导多种语言的移动专家系统

M. Virvou, E. Alepis, C. Troussas
{"title":"一个使用机器学习辅导多种语言的移动专家系统","authors":"M. Virvou, E. Alepis, C. Troussas","doi":"10.1109/ICELETE.2012.6333376","DOIUrl":null,"url":null,"abstract":"Towards the creation of a mobile expert tutoring system that teaches multiple languages, we have incorporated machine learning approaches into a sophisticated mobile system. The mobile system provides adaptivity to user needs based on the creation of user models. The resulting superset that consists of all user/student models is further processed by two machine learning approaches in order to create user model clusters and to provide sophisticated data as stereotypes for new potential users.","PeriodicalId":185614,"journal":{"name":"2012 International Conference on E-Learning and E-Technologies in Education (ICEEE)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2012-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":"{\"title\":\"A mobile expert system for tutoring multiple languages using machine learning\",\"authors\":\"M. Virvou, E. Alepis, C. Troussas\",\"doi\":\"10.1109/ICELETE.2012.6333376\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Towards the creation of a mobile expert tutoring system that teaches multiple languages, we have incorporated machine learning approaches into a sophisticated mobile system. The mobile system provides adaptivity to user needs based on the creation of user models. The resulting superset that consists of all user/student models is further processed by two machine learning approaches in order to create user model clusters and to provide sophisticated data as stereotypes for new potential users.\",\"PeriodicalId\":185614,\"journal\":{\"name\":\"2012 International Conference on E-Learning and E-Technologies in Education (ICEEE)\",\"volume\":\"18 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2012-10-18\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"7\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2012 International Conference on E-Learning and E-Technologies in Education (ICEEE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICELETE.2012.6333376\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2012 International Conference on E-Learning and E-Technologies in Education (ICEEE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICELETE.2012.6333376","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 7

摘要

为了创建一个可以教授多种语言的移动专家辅导系统,我们将机器学习方法整合到一个复杂的移动系统中。移动系统基于用户模型的创建提供对用户需求的适应性。由此产生的由所有用户/学生模型组成的超集通过两种机器学习方法进一步处理,以创建用户模型集群并为新的潜在用户提供复杂的数据作为原型。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A mobile expert system for tutoring multiple languages using machine learning
Towards the creation of a mobile expert tutoring system that teaches multiple languages, we have incorporated machine learning approaches into a sophisticated mobile system. The mobile system provides adaptivity to user needs based on the creation of user models. The resulting superset that consists of all user/student models is further processed by two machine learning approaches in order to create user model clusters and to provide sophisticated data as stereotypes for new potential users.
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