中学生实时情绪识别技术的初步研究

IxD&A Pub Date : 2022-06-10 DOI:10.55612/s-5002-052-004
Cèlia Llurba, G. Fretes, R. Palau
{"title":"中学生实时情绪识别技术的初步研究","authors":"Cèlia Llurba, G. Fretes, R. Palau","doi":"10.55612/s-5002-052-004","DOIUrl":null,"url":null,"abstract":"The large variety of students in a class makes the teaching task complex, making it difficult for the teacher to personalise learning to each student. Since students should be at the centre of the educational process, it is necessary to know them better, so this study aims to explore the possibilities of using a camera for emotion recognition (ER) with a view to the potential use of this information to improve the teaching-learning process. To accomplish the aim it is previously necessary to develop and apply code capable of detecting faces, ER and transfer this data into a database for further analysis, which consists of establishing the first approximations to the relationship between students' emotions and other conditions (subject, time of day, academic performance). By monitoring the emotional state of students, if used properly, can improve educational processes, such as the teacher's decision-making in the classroom, as well as optimise attention to students, adjusting their methodology or focusing on a specific student.","PeriodicalId":377274,"journal":{"name":"IxD&A","volume":"110 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-06-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Pilot study of real-time Emotional Recognition technology for Secondary school students\",\"authors\":\"Cèlia Llurba, G. Fretes, R. Palau\",\"doi\":\"10.55612/s-5002-052-004\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The large variety of students in a class makes the teaching task complex, making it difficult for the teacher to personalise learning to each student. Since students should be at the centre of the educational process, it is necessary to know them better, so this study aims to explore the possibilities of using a camera for emotion recognition (ER) with a view to the potential use of this information to improve the teaching-learning process. To accomplish the aim it is previously necessary to develop and apply code capable of detecting faces, ER and transfer this data into a database for further analysis, which consists of establishing the first approximations to the relationship between students' emotions and other conditions (subject, time of day, academic performance). By monitoring the emotional state of students, if used properly, can improve educational processes, such as the teacher's decision-making in the classroom, as well as optimise attention to students, adjusting their methodology or focusing on a specific student.\",\"PeriodicalId\":377274,\"journal\":{\"name\":\"IxD&A\",\"volume\":\"110 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-06-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IxD&A\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.55612/s-5002-052-004\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IxD&A","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.55612/s-5002-052-004","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

摘要

班级中学生的多样性使得教学任务变得复杂,使得教师很难针对每个学生进行个性化的学习。由于学生应该处于教育过程的中心,因此有必要更好地了解他们,因此本研究旨在探索使用相机进行情绪识别(ER)的可能性,以期潜在地利用这些信息来改善教学过程。为了实现这一目标,之前有必要开发和应用能够检测人脸,ER的代码,并将这些数据传输到数据库中进行进一步分析,其中包括建立学生情绪与其他条件(科目,一天中的时间,学习成绩)之间关系的第一个近似。通过监测学生的情绪状态,如果使用得当,可以改善教育过程,例如教师在课堂上的决策,以及优化对学生的关注,调整他们的方法或专注于特定的学生。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Pilot study of real-time Emotional Recognition technology for Secondary school students
The large variety of students in a class makes the teaching task complex, making it difficult for the teacher to personalise learning to each student. Since students should be at the centre of the educational process, it is necessary to know them better, so this study aims to explore the possibilities of using a camera for emotion recognition (ER) with a view to the potential use of this information to improve the teaching-learning process. To accomplish the aim it is previously necessary to develop and apply code capable of detecting faces, ER and transfer this data into a database for further analysis, which consists of establishing the first approximations to the relationship between students' emotions and other conditions (subject, time of day, academic performance). By monitoring the emotional state of students, if used properly, can improve educational processes, such as the teacher's decision-making in the classroom, as well as optimise attention to students, adjusting their methodology or focusing on a specific student.
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