Guiding students through competence-based educational material

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• dc.contributor.author Pedraza, Rafaelca
• dc.contributor.author Figueiras Vidal, A. R.ca
• dc.contributor.author Navia Vázquez, Ángelca
• dc.date.accessioned 2012-01-11T16:11:03Z
• dc.date.available 2012-01-11T16:11:03Z
• dc.date.issued 2002ca
• dc.description.abstract Student guidance is an always desired characteristic in any educational system, but/nit represents special difficulty if it has to be deployed in an automated way to fulfil/nsuch needs in a computer supported educational tool. In this paper we explore/npossible avenues relying on machine learning techniques, to be included in a near/nfuture -in the form of a tutoring navigational tool- in a teleeducation platform -/nInterMediActor- currently under development. Since no data from that platform is/navailable yet, the preliminary experiments presented in this paper are built/ninterpreting every subject in the Telecommunications Degree at Universidad Carlos/nIII de Madrid as an aggregated macro-competence (following the methodological/nconsiderations in InterMediActor), such that marks achieved by students can be/nused as data for the models, to be replaced in a near future by real data directly/nmeasured inside InterMediActor. We evaluate the predictability of students /nqualifications, and we deploy a preventive early detection system -failure alert-, to/nidentify those students more prone to fail a certain subject such that corrective/nmeans can be deployed with sufficient anticipation.en
• dc.description.sponsorship This work has been partially supported by CICYT project InterMediActor, ref. TIC2000-0377.en
• dc.format.mimetype application/pdfca
• dc.identifier.citation Pedraza R, Figueiras-Vidal A R, Navia-Vázquez A. Guiding students through competence-based educational material. In: Proceedings of the Learning '02 Conference; Oct 2002; Madrid.
• dc.identifier.uri http://hdl.handle.net/10230/16091
• dc.language.iso engca
• dc.rights © 2002, Rafael Pedraza et al.ca
• dc.rights.accessRights info:eu-repo/semantics/openAccessen
• dc.subject.keyword Machine learning techniquesen
• dc.subject.keyword Computer supported educational toolen
• dc.subject.keyword Student guidanceen
• dc.subject.keyword Tutoring navigational toolen
• dc.subject.keyword InterMediActoren
• dc.subject.other Ensenyament assistit per ordinador -- Congressosca
• dc.subject.other Ensenyament virtual -- Congressosca
• dc.title Guiding students through competence-based educational materialca
• dc.type info:eu-repo/semantics/conferenceObjectca
• dc.type.version info:eu-repo/semantics/acceptedVersionen