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dc.contributor.authorAkçapinar, G.
dc.contributor.authorBayazit, A.
dc.date.accessioned2021-06-09T07:38:14Z
dc.date.available2021-06-09T07:38:14Z
dc.date.issued2019
dc.identifier.issn13053515 (ISSN)
dc.identifier.urihttp://dx.doi.org/10.17051/ilkonline.2019.527645
dc.identifier.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-85069502475&doi=10.17051%2filkonline.2019.527645&partnerID=40&md5=4b0e0c606240e036dc211022cff255a5
dc.identifier.urihttp://hdl.handle.net/11655/24879
dc.description.abstractThe purpose of this study is to develop a tool by which non-experts can carry out basic data mining analyses on logs they obtained via the Moodle learning management system. The study also includes findings obtained by applying the developed tool on a data set from a real course. The developed tool automatically extracts features regarding student interactions with the learning system by using their click-stream data, and analyzes these data by using the data mining libraries available in the R programming language. The tool has enabled users who do not have any expertise in data mining or programming to automatically carry out data mining analyses. The information generated by the tool will help researchers and educators alike in grouping students by their interaction levels, determining at-risk students, monitoring students’ interaction levels, and identifying important features that impact students’ academic performances. The data processed by the tool can also be exported to be used in various other analyses. © 2019, Ankara University. All right reserved.
dc.language.isoen
dc.relation.isversionof10.17051/ilkonline.2019.527645
dc.rightsAttribution 4.0 United States
dc.rightsinfo:eu-repo/semantics/openAccess
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.subjectEducational data mining
dc.subjectLearning analytics
dc.subjectLearning management system
dc.subjectLog analysis tool
dc.subjectMoodle
dc.subjectR
dc.titleMoodleminer: Data Mining Analysis Tool For Moodle Learning Management System
dc.title.alternativeMoodleMiner: Moodle öğrenme yönetim sistemi için veri madenciliği analiz Aracı
dc.typeinfo:eu-repo/semantics/article
dc.typeinfo:eu-repo/semantics/publishedVersion
dc.relation.journalElementary Education Online
dc.contributor.departmentBilgisayar ve Öğretim Teknolojileri
dc.identifier.volume18
dc.identifier.issue1
dc.description.indexScopus


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Attribution 4.0 United States
Except where otherwise noted, this item's license is described as Attribution 4.0 United States