Development of CNN-Based Data Crawler to Support Learning Block Programming
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Park, HuiJae | - |
dc.contributor.author | Kim, JaMee | - |
dc.contributor.author | Lee, WonGyu | - |
dc.date.accessioned | 2022-08-25T16:41:13Z | - |
dc.date.available | 2022-08-25T16:41:13Z | - |
dc.date.created | 2022-08-25 | - |
dc.date.issued | 2022-07 | - |
dc.identifier.issn | 2227-7390 | - |
dc.identifier.uri | https://scholar.korea.ac.kr/handle/2021.sw.korea/143369 | - |
dc.description.abstract | Along with the importance of digital literacy, the need for SW(Software) education is steadily emerging. Programming education in public education targets a variety of learners from elementary school to high school. This study was conducted for the purpose of judging the proficiency of low school-age learners in programming education. To achieve the goal, a tool to collect data on the entire programming learning process was developed, and a machine learning model was implemented to judge the proficiency of learners based on the collected data. As a result of determining the proficiency of 20 learners, the model developed through this study showed an average accuracy of approximately 75%. Through the development of programming-related data collection tools and programming proficiency judging models for low school-age learners, this study is meaningful in that it presents basic data for providing learner-tailored feedback. | - |
dc.language | English | - |
dc.language.iso | en | - |
dc.publisher | MDPI | - |
dc.title | Development of CNN-Based Data Crawler to Support Learning Block Programming | - |
dc.type | Article | - |
dc.contributor.affiliatedAuthor | Kim, JaMee | - |
dc.identifier.doi | 10.3390/math10132223 | - |
dc.identifier.scopusid | 2-s2.0-85133288216 | - |
dc.identifier.wosid | 000824581200001 | - |
dc.identifier.bibliographicCitation | MATHEMATICS, v.10, no.13 | - |
dc.relation.isPartOf | MATHEMATICS | - |
dc.citation.title | MATHEMATICS | - |
dc.citation.volume | 10 | - |
dc.citation.number | 13 | - |
dc.type.rims | ART | - |
dc.type.docType | Article | - |
dc.description.journalClass | 1 | - |
dc.description.isOpenAccess | Y | - |
dc.description.journalRegisteredClass | scie | - |
dc.description.journalRegisteredClass | scopus | - |
dc.relation.journalResearchArea | Mathematics | - |
dc.relation.journalWebOfScienceCategory | Mathematics | - |
dc.subject.keywordAuthor | computer education | - |
dc.subject.keywordAuthor | programming education | - |
dc.subject.keywordAuthor | leaner classification | - |
dc.subject.keywordAuthor | log collection | - |
dc.subject.keywordAuthor | Scratch | - |
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