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Toward Data-Driven Analyses of Electronic Text Books

Publikation: Beiträge in Sammelwerken › Aufsätze in Konferenzbänden › Forschung › begutachtet

Authors

We present data-driven log file analyses of an electronic text book for history, called the mBook, to support teachers in preparing lessons for their students. We represent user sessions as contextualised Markov processes of user sessions and
propose a probabilistic clustering using expectation maximisation to detect groups of similar (i) sessions and (ii) users.
OriginalspracheEnglisch
TitelProceedings of the 8th International Conference on Educational Data Mining
HerausgeberOlga Cristina Santos, Jesus Gonzalez Boticario, Cristobal Romero, Mykola Pechenizkiy, Agathe Merceron, Piotr Mitros, Jose Maria Luna, Christian Mihaescu, Pablo Moreno, Arnon Hershkovitz, Sebastian Ventura, Michael Desmarais
Anzahl der Seiten2
ErscheinungsortMadrid
VerlagNational University for Distance Education (UNED)
Erscheinungsdatum2015
Seiten592-593
ISBN (Print)978-84-606-9425-0
PublikationsstatusErschienen - 2015
Extern publiziertJa
VeranstaltungInternational Conference on Educational Data Mining 2015 - Madrid, Spanien
Dauer: 26.06.2015 → 29.06.2015
Konferenznummer: 8
http://educationaldatamining.org/EDM2015/

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