Toward Data-Driven Analyses of Electronic Text Books

Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

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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.
Original languageEnglish
Title of host publicationProceedings of the 8th International Conference on Educational Data Mining
EditorsOlga 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
Number of pages2
Place of PublicationMadrid
PublisherNational University for Distance Education (UNED)
Publication date2015
Pages592-593
ISBN (print)978-84-606-9425-0
Publication statusPublished - 2015
Externally publishedYes
EventInternational Conference on Educational Data Mining 2015 - Madrid, Spain
Duration: 26.06.201529.06.2015
Conference number: 8
http://educationaldatamining.org/EDM2015/

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