Data collection and processing for a multimodal learning analytic system

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Data collection and processing for a multimodal learning analytic system

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Publication Paper in proceeding
Title Data collection and processing for a multimodal learning analytic system
Author Ruffaldi, Emanuele ; Dabisias, Giacomo ; Landolfi, Lorenzo ; Spikol, Daniel
Research Centre Internet of Things and People Research Centre (IOTAP)
Date 2016
English abstract
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.
Conference
SAI Computing Conference (SAI), 2016 (July 13-15, 2016 : London, UK)
DOI https://doi.org/10.1109/SAI.2016.7556079 (link to publisher's fulltext.)
Publisher IEEE
Host/Issue Proceedings of 2016 SAI Computing Conference (SAI);
ISBN 978-1-4673-8460-5
Pages 6
Page 858-863
Language eng (iso)
Subject Programming
Technology
Research Subject Categories::TECHNOLOGY
Handle http://hdl.handle.net/2043/24108 Permalink to this page
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