Evaluation of a Computer Vision-Based System to Analyse Behavioral Changes in High School Classrooms
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Kim, Hyungsook | - |
dc.contributor.author | O'Sullivan, David | - |
dc.contributor.author | Kolykhalova, Ksenia | - |
dc.contributor.author | Camurri, Antonio | - |
dc.contributor.author | Park, Yonghyun | - |
dc.date.accessioned | 2023-07-24T10:02:19Z | - |
dc.date.available | 2023-07-24T10:02:19Z | - |
dc.date.created | 2023-06-29 | - |
dc.date.issued | 2021-07 | - |
dc.identifier.issn | 1550-1876 | - |
dc.identifier.uri | https://scholarworks.bwise.kr/hanyang/handle/2021.sw.hanyang/187562 | - |
dc.description.abstract | The objectives of this study were to investigate the feasibility of applying computer vision techniques and to analyse changes in behaviour and movement of high school students during class. The study is performed over two phases. Phase one focuses on developing a feasible method to use computer vision-based techniques in high school classes and phase two focuses on the testing of aromatherapy to affect student’s movement. All camera data was processed and analysed by OpenPose, Matlab and EyesWeb. Movement features such as velocity, acceleration, and kinetic energy and postural variables, spinal extension and neck flexion were calculated. Results of phase one, shows significant differences in the overall segment velocity, acceleration, energy, and neck flexion. Similarly, the second phase shows significant differences in velocity, acceleration and jerk for the left shoulder and elbow joints of the group exposed to aroma. In conclusion, the results show the feasibility of using computer vision techniques to apply in a classroom setting. | - |
dc.language | 영어 | - |
dc.language.iso | en | - |
dc.publisher | IGI Global | - |
dc.title | Evaluation of a Computer Vision-Based System to Analyse Behavioral Changes in High School Classrooms | - |
dc.type | Article | - |
dc.contributor.affiliatedAuthor | Kim, Hyungsook | - |
dc.identifier.doi | 10.4018/ijicte.20211001.oa12 | - |
dc.identifier.scopusid | 2-s2.0-85123469573 | - |
dc.identifier.wosid | 000742891600007 | - |
dc.identifier.bibliographicCitation | International Journal of Information and Communication Technology Education, v.17, no.4, pp.1 - 12 | - |
dc.relation.isPartOf | International Journal of Information and Communication Technology Education | - |
dc.citation.title | International Journal of Information and Communication Technology Education | - |
dc.citation.volume | 17 | - |
dc.citation.number | 4 | - |
dc.citation.startPage | 1 | - |
dc.citation.endPage | 12 | - |
dc.type.rims | ART | - |
dc.description.journalClass | 1 | - |
dc.description.isOpenAccess | N | - |
dc.description.journalRegisteredClass | scopus | - |
dc.relation.journalResearchArea | Education & Educational Research | - |
dc.relation.journalWebOfScienceCategory | Education & Educational Research | - |
dc.subject.keywordPlus | ACADEMIC BURNOUT | - |
dc.subject.keywordAuthor | Behaviour | - |
dc.subject.keywordAuthor | Education | - |
dc.subject.keywordAuthor | Movement CharacteristicsStress | - |
dc.identifier.url | https://www.igi-global.com/gateway/article/278406 | - |
Items in ScholarWorks are protected by copyright, with all rights reserved, unless otherwise indicated.
222, Wangsimni-ro, Seongdong-gu, Seoul, 04763, Korea+82-2-2220-1365
COPYRIGHT © 2021 HANYANG UNIVERSITY.
Certain data included herein are derived from the © Web of Science of Clarivate Analytics. All rights reserved.
You may not copy or re-distribute this material in whole or in part without the prior written consent of Clarivate Analytics.