Multimodal Learning Hub: A Tool for Capturing Customizable Multimodal Learning Experiences

Jan Schneider, Daniele Di Mitri, Bibeg Limbu, Hendrik Drachsler

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

    Abstract

    Studies in Learning Analytics provide concrete examples of how the analysis of direct interactions with learning management systems can be used to optimize and understand the learning process. Learning, however, does not necessarily only occur when the learner is directly interacting with such systems. With the use of sensors, it is possible to collect data from learners and their environment ubiquitously, therefore expanding the use cases of Learning Analytics. For this reason, we developed the Multimodal Learning Hub (MLH), a system designed to enhance learning in ubiquitous learning scenarios, by collecting and integrating multimodal data from customizable configurations of ubiquitous data providers. In this paper, we describe the MLH and report on the results of tests where we explored its reliability to integrate multimodal data.
    Original languageEnglish
    Title of host publicationLifelong Technology-Enhanced Learning
    Subtitle of host publication13th European Conference on Technology Enhanced Learning, EC-TEL 2018, Leeds, UK, September 3-5, 2018, Proceedings
    EditorsViktoria Pammer-Schindler, Mar Pérez-Sanagustín, Hendrik Drachsler, Raymond Elferink, Maren Scheffel
    Place of PublicationCham
    PublisherSpringer International Publishing AG
    Pages45-58
    Number of pages14
    Edition1
    ISBN (Electronic)9783319985725
    ISBN (Print)9783319985718
    DOIs
    Publication statusPublished - 14 Aug 2018
    Event13th European Conference on Technology Enhanced Learning: Lifelong Technology-Enhanced Learning (EC-TEL 2018) - Leeds, United Kingdom
    Duration: 3 Sep 20186 Sep 2018
    https://link.springer.com/conference/ectel

    Publication series

    SeriesInformation Systems and Applications, incl. Internet/Web, and HCI
    Volume11082

    Conference

    Conference13th European Conference on Technology Enhanced Learning
    Abbreviated titleEC-TEL 2018
    Country/TerritoryUnited Kingdom
    CityLeeds
    Period3/09/186/09/18
    Internet address

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    • The Learning Analytics Indicator Repository

      Biedermann, D., Schneider, J. & Drachsler, H., 14 Aug 2018, Lifelong Technology-Enhanced Learning: 13th European Conference on Technology Enhanced Learning, EC-TEL 2018, Leeds, UK, September 3-5, 2018, Proceedings. Pammer-Schindler, V., Pérez-Sanagustín, M., Drachsler, H., Elferink, R. & Scheffel, M. (eds.). 1 ed. Cham: Springer International Publishing AG, p. 579-582 4 p. (Information Systems and Applications, incl. Internet/Web, and HCI, Vol. 11082).

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

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