问答系统在协同学习中的应用

Chun-Chia Wang, J. C. Hung, Che-Yu Yang, T. Shih
{"title":"问答系统在协同学习中的应用","authors":"Chun-Chia Wang, J. C. Hung, Che-Yu Yang, T. Shih","doi":"10.1109/ICDCSW.2006.15","DOIUrl":null,"url":null,"abstract":"With the rapid development of E-learning, collaborative learning is an important kind of group learning mode. It emphasizes the communication and information sharing among group members. Current collaborative learning systems haven’t reached a high interaction degree between the students and the instructor to gain knowledge. In order to solve this problem, this paper introduces a semantic-based automated question answering (Q&A) system like a virtual teacher to respond to student questions online. Through the proposed mechanism, the Q&A knowledge base will be enriched in the future process of Q&A. Furthermore, not only the students can get answers to their questions, but also the instructors could know what problems students encountered in learning. This would be a great help for both the instructor and the students in collaborative learning environment. Keywords: automated question answering system, natural language processing, collaborative learning, distance learning.","PeriodicalId":333505,"journal":{"name":"26th IEEE International Conference on Distributed Computing Systems Workshops (ICDCSW'06)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2006-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"14","resultStr":"{\"title\":\"An Application of Question Answering System for Collaborative Learning\",\"authors\":\"Chun-Chia Wang, J. C. Hung, Che-Yu Yang, T. Shih\",\"doi\":\"10.1109/ICDCSW.2006.15\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"With the rapid development of E-learning, collaborative learning is an important kind of group learning mode. It emphasizes the communication and information sharing among group members. Current collaborative learning systems haven’t reached a high interaction degree between the students and the instructor to gain knowledge. In order to solve this problem, this paper introduces a semantic-based automated question answering (Q&A) system like a virtual teacher to respond to student questions online. Through the proposed mechanism, the Q&A knowledge base will be enriched in the future process of Q&A. Furthermore, not only the students can get answers to their questions, but also the instructors could know what problems students encountered in learning. This would be a great help for both the instructor and the students in collaborative learning environment. Keywords: automated question answering system, natural language processing, collaborative learning, distance learning.\",\"PeriodicalId\":333505,\"journal\":{\"name\":\"26th IEEE International Conference on Distributed Computing Systems Workshops (ICDCSW'06)\",\"volume\":\"18 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2006-07-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"14\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"26th IEEE International Conference on Distributed Computing Systems Workshops (ICDCSW'06)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICDCSW.2006.15\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"26th IEEE International Conference on Distributed Computing Systems Workshops (ICDCSW'06)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICDCSW.2006.15","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 14

摘要

随着E-learning的快速发展,协作学习成为一种重要的群体学习模式。它强调群体成员之间的沟通和信息共享。目前的协作学习系统还没有达到学生和教师之间获取知识的高度互动程度。为了解决这一问题,本文引入了一种基于语义的自动问答(Q&A)系统,类似于一个虚拟教师来在线回答学生的问题。通过提出的机制,可以在以后的问答过程中丰富问答知识库。此外,不仅学生可以得到他们的问题的答案,而且教师可以知道学生在学习中遇到了什么问题。这对教师和学生在协作学习环境中都有很大的帮助。关键词:自动问答系统,自然语言处理,协同学习,远程学习。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Application of Question Answering System for Collaborative Learning
With the rapid development of E-learning, collaborative learning is an important kind of group learning mode. It emphasizes the communication and information sharing among group members. Current collaborative learning systems haven’t reached a high interaction degree between the students and the instructor to gain knowledge. In order to solve this problem, this paper introduces a semantic-based automated question answering (Q&A) system like a virtual teacher to respond to student questions online. Through the proposed mechanism, the Q&A knowledge base will be enriched in the future process of Q&A. Furthermore, not only the students can get answers to their questions, but also the instructors could know what problems students encountered in learning. This would be a great help for both the instructor and the students in collaborative learning environment. Keywords: automated question answering system, natural language processing, collaborative learning, distance learning.
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