The Application of AES in International Chinese Language Smart Education

Ruiling Ma, Gang Cao, Miaoting Wang, Juan Xu
{"title":"The Application of AES in International Chinese Language Smart Education","authors":"Ruiling Ma, Gang Cao, Miaoting Wang, Juan Xu","doi":"10.1109/CSTE55932.2022.00011","DOIUrl":null,"url":null,"abstract":"As International Chinese Language education has progressed into the era of smart education, the technology of language intelligence has been extensively used in teaching Chinese as a second language. This paper uses the multiple linear regression method to train an automatic scoring model for Chinese L2 learners. The article selects 15 of the 126 composition text features as effective parameters, and trains 7 scoring models based on these parameters, finally obtains the composition score by averaging. This survey also analyzes the teaching application of the smart learning platform from the perspective of teaching, learning, evaluation and management. The study findings of teaching experiments indicate that the automatic essay scoring technology can help Chinese L2 learners to develop their writing ability.","PeriodicalId":372816,"journal":{"name":"2022 4th International Conference on Computer Science and Technologies in Education (CSTE)","volume":"258 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 4th International Conference on Computer Science and Technologies in Education (CSTE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CSTE55932.2022.00011","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

As International Chinese Language education has progressed into the era of smart education, the technology of language intelligence has been extensively used in teaching Chinese as a second language. This paper uses the multiple linear regression method to train an automatic scoring model for Chinese L2 learners. The article selects 15 of the 126 composition text features as effective parameters, and trains 7 scoring models based on these parameters, finally obtains the composition score by averaging. This survey also analyzes the teaching application of the smart learning platform from the perspective of teaching, learning, evaluation and management. The study findings of teaching experiments indicate that the automatic essay scoring technology can help Chinese L2 learners to develop their writing ability.
AES在国际汉语智慧教育中的应用
随着国际汉语教育进入智慧教育时代,语言智能技术在对外汉语教学中得到了广泛应用。本文采用多元线性回归方法训练了一个面向中国第二语言学习者的自动评分模型。本文从126个作文文本特征中选取15个作为有效参数,并基于这些参数训练7个评分模型,最后求平均得到作文得分。本调查还从教、学、评、管四个方面分析了智能学习平台的教学应用情况。教学实验的研究结果表明,文章自动评分技术可以帮助中国第二语言学习者提高写作能力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
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:604180095
Book学术官方微信