Parameter Free Visual Exploration Tool for Mining School Records

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dc.contributor.authorBilgin, Turgay Tugay
dc.date.accessioned2024-07-12T21:49:49Z
dc.date.available2024-07-12T21:49:49Z
dc.date.issued2012en_US
dc.departmentMaltepe Üniversitesien_US
dc.description.abstractIn this study a new framework especially designed for educational data mining has been proposed and named as Visual Cluster Exploration Framework (VCEF). It differs from existing alternatives such as parallel coordinates and icon based projections in terms of dealing with the curse of dimensionality, parameter free design and ease of use. The visualization subsystem of the VCEF employs a novel visualization technique which is called as SD-plots. The results in both synthetic and real life data sets demonstrate that the approach is highly effective and helps educators to discover clusters easily. The results could be used to organize well-balanced student groups to improve the active learning in engineering classes.en_US
dc.identifier.endpage754en_US
dc.identifier.issn0949-149X
dc.identifier.issue3en_US
dc.identifier.scopus2-s2.0-84861621816en_US
dc.identifier.scopusqualityQ3en_US
dc.identifier.startpage744en_US
dc.identifier.urihttps://hdl.handle.net/20.500.12415/8092
dc.identifier.volume28en_US
dc.identifier.wosWOS:000303758100024en_US
dc.identifier.wosqualityQ4en_US
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthorBilgin, Turgay Tugay
dc.language.isoenen_US
dc.publisherTEMPUS PUBLICATIONSen_US
dc.relation.ispartofINTERNATIONAL JOURNAL OF ENGINEERING EDUCATIONen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.snmzKY01290
dc.subjectdata miningen_US
dc.subjectvisualizationen_US
dc.subjectclusteringen_US
dc.subjecteducational data miningen_US
dc.titleParameter Free Visual Exploration Tool for Mining School Recordsen_US
dc.typeArticle
dspace.entity.typePublication

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