CurriM : Curriculum mining

M. Pechenizkiy, N. Trcka, P.M.E. De Bra, Pedro A. Toledo

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

8 Citaten (Scopus)
1 Downloads (Pure)

Samenvatting

Curriculum mining includes three main kinds of tasks: (i) actual curriculum model discovery, i.e. constructing complete and compact academic curriculum models that are able to reproduce the observed behavior of students, (ii) curriculum model conformance checking, i.e. checking whether the observed behavior of students match their expected behavior as defined by the previously discovered or pre-authored curriculum model, and (iii) curriculum model extension, i.e. projecting information extracted from the observed data onto the model, to make the tacit knowledge explicit, facilitate better understanding of the particular academic processes and enable decision making processes. We discuss student and education responsible perspectives on curriculum mining and present the achievements of the ongoing project aiming to develop curriculum mining software including process mining, data mining and visualization techniques.
Originele taal-2Engels
TitelProceedings of the 5th International Conference on Educational Data Mining, EDM 2012 2012
RedacteurenKalina Yacef, Osmar R. Zaiane, Arnong Hershkovitz, Michael Yudelson
UitgeverijInternational Educational Data Mining Society (IEDMS)
Pagina's216-217
ISBN van elektronische versie9781742102764
StatusGepubliceerd - 2012
Evenement5th International Conference on Educational Data Mining, EDM 2012 - Chania, Griekenland
Duur: 19 jun 201221 jun 2012

Congres

Congres5th International Conference on Educational Data Mining, EDM 2012
Land/RegioGriekenland
StadChania
Periode19/06/1221/06/12
Ander5th International Conference on Educational Data Mining

Bibliografische nota

Editor(s): Yacef, K.; Zaïane, O.R.; Hershkovitz, A.; Yudelson, M.; Stamper, J.C.
Proceedings of the 5th International Conference on Educational Data Mining (Chania, Greece, June 19-21, 2012)

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