Development of a Learner Profiling System Using Multidimensional Characteristics Analysis
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Park, Kinam | - |
dc.contributor.author | Ji, Hyesung | - |
dc.contributor.author | Lim, Heuiseok | - |
dc.date.accessioned | 2021-08-11T21:45:07Z | - |
dc.date.available | 2021-08-11T21:45:07Z | - |
dc.date.issued | 2015 | - |
dc.identifier.issn | 1024-123X | - |
dc.identifier.issn | 1563-5147 | - |
dc.identifier.uri | https://scholarworks.bwise.kr/sch/handle/2021.sw.sch/11540 | - |
dc.description.abstract | We propose a learner profiling system that uses the multidimensional characteristic analysis of learners. For this purpose, a realtime monitoring system for learners was developed and then used to extract information of the characteristics of learners that appear in learning environments. The extracted information on the characteristics of learners is automatically constructed into personalized learner profiles through the learner profiling system. The contents of learner profiles consist of the cognitive ability of learners, the learning condition, and teacher assessment. To verify the effectiveness of the proposed study method, profiles of actual learners were constructed, with 210 elementary school students as subjects. As a result, the group that learned using the learner profiling showed a significant level of satisfaction in comparison to the group that did not use learner profiling. From this, it was demonstrated that the learner profiling system proposed in this paper could enhance learning effectiveness. | - |
dc.language | 영어 | - |
dc.language.iso | ENG | - |
dc.publisher | Hindawi Publishing Corporation | - |
dc.title | Development of a Learner Profiling System Using Multidimensional Characteristics Analysis | - |
dc.type | Article | - |
dc.publisher.location | 영국 | - |
dc.identifier.doi | 10.1155/2015/652623 | - |
dc.identifier.scopusid | 2-s2.0-84946944991 | - |
dc.identifier.wosid | 000364053100001 | - |
dc.identifier.bibliographicCitation | Mathematical Problems in Engineering, v.2015 | - |
dc.citation.title | Mathematical Problems in Engineering | - |
dc.citation.volume | 2015 | - |
dc.type.docType | Article | - |
dc.description.isOpenAccess | N | - |
dc.description.journalRegisteredClass | scie | - |
dc.description.journalRegisteredClass | scopus | - |
dc.relation.journalResearchArea | Engineering | - |
dc.relation.journalResearchArea | Mathematics | - |
dc.relation.journalWebOfScienceCategory | Engineering, Multidisciplinary | - |
dc.relation.journalWebOfScienceCategory | Mathematics, Interdisciplinary Applications | - |
dc.subject.keywordAuthor | Profiling | - |
dc.subject.keywordAuthor | Characteristics analysis | - |
dc.subject.keywordAuthor | Learner | - |
Items in ScholarWorks are protected by copyright, with all rights reserved, unless otherwise indicated.
(31538) 22, Soonchunhyang-ro, Asan-si, Chungcheongnam-do, Republic of Korea+82-41-530-1114
COPYRIGHT 2021 by SOONCHUNHYANG UNIVERSITY ALL RIGHTS RESERVED.
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.