基于传递闭包的汉语学习者分组算法研究

Nurbol Luktarhan, Nannan Xie, Xiang Li, W. Liu, Kuo Zhao, Liang Hu
{"title":"基于传递闭包的汉语学习者分组算法研究","authors":"Nurbol Luktarhan, Nannan Xie, Xiang Li, W. Liu, Kuo Zhao, Liang Hu","doi":"10.1109/WISM.2010.138","DOIUrl":null,"url":null,"abstract":"In personalized education theory, each learner has different behavioral characteristics. From this perspective, the biggest shortcoming of the Chinese learning website is that it couldn’t reflect the individuality. Although some websites have classification of Chinese learners, most of them are based on the initial registration information. This paper proposes a grouping algorithm for Chinese learners based on transitive closure. The algorithm analyzes the user’s browsing behavior, we propose quantify the user’s access interest using web log, and use transitive closure clustering. We hope this method can provide a new idea for personalized in Chinese teaching.","PeriodicalId":119569,"journal":{"name":"2010 International Conference on Web Information Systems and Mining","volume":"42 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2010-10-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"The Research of the Grouping Algorithm for Chinese Learners Based on Transitive Closure\",\"authors\":\"Nurbol Luktarhan, Nannan Xie, Xiang Li, W. Liu, Kuo Zhao, Liang Hu\",\"doi\":\"10.1109/WISM.2010.138\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In personalized education theory, each learner has different behavioral characteristics. From this perspective, the biggest shortcoming of the Chinese learning website is that it couldn’t reflect the individuality. Although some websites have classification of Chinese learners, most of them are based on the initial registration information. This paper proposes a grouping algorithm for Chinese learners based on transitive closure. The algorithm analyzes the user’s browsing behavior, we propose quantify the user’s access interest using web log, and use transitive closure clustering. We hope this method can provide a new idea for personalized in Chinese teaching.\",\"PeriodicalId\":119569,\"journal\":{\"name\":\"2010 International Conference on Web Information Systems and Mining\",\"volume\":\"42 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2010-10-23\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2010 International Conference on Web Information Systems and Mining\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/WISM.2010.138\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2010 International Conference on Web Information Systems and Mining","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/WISM.2010.138","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

摘要

在个性化教育理论中,每个学习者都有不同的行为特征。从这个角度来看,中文学习网站最大的缺点就是不能体现个性。虽然有一些网站对汉语学习者进行分类,但大多是基于初次注册信息。提出了一种基于传递闭包的汉语学习者分组算法。该算法分析了用户的浏览行为,提出了使用web日志量化用户的访问兴趣,并使用传递闭包聚类。希望这种方法能为语文教学的个性化提供新的思路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Research of the Grouping Algorithm for Chinese Learners Based on Transitive Closure
In personalized education theory, each learner has different behavioral characteristics. From this perspective, the biggest shortcoming of the Chinese learning website is that it couldn’t reflect the individuality. Although some websites have classification of Chinese learners, most of them are based on the initial registration information. This paper proposes a grouping algorithm for Chinese learners based on transitive closure. The algorithm analyzes the user’s browsing behavior, we propose quantify the user’s access interest using web log, and use transitive closure clustering. We hope this method can provide a new idea for personalized in Chinese teaching.
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