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Data collection and processing for a multimodal learning analytic system
Scuola Superiore Sant’ Anna, Pisa, Italy.
Scuola Superiore Sant’ Anna, Pisa, Italy.
Scuola Superiore Sant’ Anna, Pisa, Italy.
Malmö högskola, Faculty of Technology and Society (TS). Malmö högskola, Internet of Things and People (IOTAP).ORCID iD: 0000-0001-9454-0793
2016 (English)In: Proceedings of 2016 SAI Computing Conference (SAI), IEEE, 2016, p. 858-863Conference paper, Published paper (Refereed)
Abstract [en]

Learning Analytic (LA) systems are aimed at supporting teachers in understanding the learning process by analyzing the information and the interaction of students with computer systems. In the case of a project-based learning process there is a need of introducing measure the student’ activity as acquired via multiple modalities and then processed. The acquisition and processing needs to take into account the specificities of the learning context and deployment at schools, in particular in terms of system architecture. The paper proposes an architecture for the acquisition and processing of data for project-based LA designed to be interoperable and scalable. System design, details of the solutions and brief examples of acquired data are presented.

Place, publisher, year, edition, pages
IEEE, 2016. p. 858-863
Keywords [en]
Programming
National Category
Engineering and Technology
Identifiers
URN: urn:nbn:se:mau:diva-12438DOI: 10.1109/SAI.2016.7556079ISI: 000389451900122Scopus ID: 2-s2.0-84988849705Local ID: 24108ISBN: 978-1-4673-8460-5 (electronic)ISBN: 978-1-4673-8461-2 (print)OAI: oai:DiVA.org:mau-12438DiVA, id: diva2:1409485
Conference
SAI Computing Conference (SAI), 2016, London, UK (July 13-15, 2016)
Available from: 2020-02-29 Created: 2020-02-29 Last updated: 2024-02-09Bibliographically approved

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Spikol, Daniel

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CiteExportLink to record
Permanent link

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Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf