Data collection and processing for a multimodal learning analytic system

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

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.

Original languageEnglish
Title of host publicationProceedings of 2016 SAI Computing Conference, SAI 2016
Number of pages6
PublisherInstitute of Electrical and Electronics Engineers Inc.
Publication date29 Aug 2016
Pages858-863
Article number7556079
ISBN (Electronic)9781467384605
DOIs
Publication statusPublished - 29 Aug 2016
Externally publishedYes
Event2016 SAI Computing Conference, SAI 2016 - London, United Kingdom
Duration: 13 Jul 201615 Jul 2016

Conference

Conference2016 SAI Computing Conference, SAI 2016
LandUnited Kingdom
ByLondon
Periode13/07/201615/07/2016
SeriesProceedings of 2016 SAI Computing Conference, SAI 2016

    Research areas

  • data processing, learning, Learning Analytics, learning modalities, teacher support

ID: 256266391