"Voices of Autism": Sentiment Analysis in Three Chinese Websites on Nonverbal Autistic Children

Aonan Guan, Jie Chen, T. Tang
{"title":"\"Voices of Autism\": Sentiment Analysis in Three Chinese Websites on Nonverbal Autistic Children","authors":"Aonan Guan, Jie Chen, T. Tang","doi":"10.1145/3299819.3299838","DOIUrl":null,"url":null,"abstract":"Autism community is now receiving broad attention from Chinese society. Though data-mining on textual data have been widely used, its application on Chinese language environment on autism is rare. The previous research on textual mining of online posts did not target a specific symptom exhibited on children with autism; meanwhile, the written language is limited to English. In this paper, we conduct a comparison on text analysis of parents, reporters and experts' online posts and published work, particularly targeting nonverbal autistic children. The text analysis contains the word frequency analysis and sentiment analysis. Our study revealed that parents tend to share emotional views, reporters are likely to provide introductory articles for the autism, and experts hold more critical comments for nonverbal autistic children.","PeriodicalId":119217,"journal":{"name":"Artificial Intelligence and Cloud Computing Conference","volume":"29 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Artificial Intelligence and Cloud Computing Conference","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3299819.3299838","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

Autism community is now receiving broad attention from Chinese society. Though data-mining on textual data have been widely used, its application on Chinese language environment on autism is rare. The previous research on textual mining of online posts did not target a specific symptom exhibited on children with autism; meanwhile, the written language is limited to English. In this paper, we conduct a comparison on text analysis of parents, reporters and experts' online posts and published work, particularly targeting nonverbal autistic children. The text analysis contains the word frequency analysis and sentiment analysis. Our study revealed that parents tend to share emotional views, reporters are likely to provide introductory articles for the autism, and experts hold more critical comments for nonverbal autistic children.
“自闭症之声”:三个中文非语言自闭症儿童网站的情感分析
自闭症群体正受到中国社会的广泛关注。虽然文本数据的数据挖掘已经得到了广泛的应用,但其在自闭症中文环境中的应用却很少。先前对网络帖子文本挖掘的研究没有针对自闭症儿童表现出的特定症状;同时,书面语言仅限于英语。在本文中,我们对父母、记者和专家的网络帖子和出版作品进行了文本分析的比较,特别是针对非语言自闭症儿童。文本分析包括词频分析和情感分析。我们的研究表明,父母倾向于分享情感观点,记者可能会为自闭症提供介绍性文章,专家则会对非语言自闭症儿童进行更多的批评。
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:481959085
Book学术官方微信