OATAO - Open Archive Toulouse Archive Ouverte Open Access Week

Learning Analytics for Learner Awareness in Remote Laboratories Dedicated to Computer Education

Venant, Rémi and Vidal, Philippe and Broisin, Julien Learning Analytics for Learner Awareness in Remote Laboratories Dedicated to Computer Education. (2016) In: Workshop on Learning Analytics for Learners in 6th International Conference on Learning Analytics and Knowledge (LAK 2016), 26 April 2016 (Edinburgh, United Kingdom).

[img]
Preview
(Document in English)

PDF (Author's version) - Requires a PDF viewer such as GSview, Xpdf or Adobe Acrobat Reader
879kB

Abstract

This paper addresses learning analytics for learner awareness in remote laboratories. The objectives we identified to provide selfand social awareness while learners are practicing in their virtual learning environment are threefold: (1) the definition of a performance metric that requires no assessment tests, (2) the tracking of data to infer that metric in real time, (3) the visualization of the performance metric to provide learners with awareness, without impacting learners’ cognitive load. To support these needs, we propose a metric related to our context of computer education, a generic tracking framework, and visualization tools. All of these suggestions have been implemented in Lab4CE, a remote laboratory management system for computer education currently in use within our university..

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to CEUR editor, a free open-access publication service of Sun SITE Central Europe operated under the umbrella of RWTH Aachen University. The definitive version is available at http://ceur-ws.org/ This paper appears in vol 1596 Ceur Workshop Proceedings ISSN : 1613-0073 The definitive version is available at: http://ceur-ws.org/Vol-1596/paper5.pdf
HAL Id:hal-01436165
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:Université de Toulouse > Institut National Polytechnique de Toulouse - INPT (FRANCE)
French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UPS (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
Laboratory name:
Statistics:download
Deposited By: IRIT IRIT
Deposited On:03 Jan 2017 13:24

Repository Staff Only: item control page