A Social Learning Management System (Social LMS) is an instantiation of an LMS where there is an inclusion and strong emphasis of the social aspects mediated via the ICT. The amount of data produced within the social educational network (since all the students are potential creators of material) outnumbers the information of a normal LMS and calls for novel analysis methods. At the beginning, we introduce the architecture of the social learning analytics required to manage the knowledge of a Social LMS. At this point, we adapt the Kirkpatrcik-Phillips model for scholastic environments in order to provide assessment and control tools for a Social LMS. This requires the definition of new metrics which clarify aspects related to the single student but also provide global views of the network as a whole. In order to manage and visualize these metrics we suggest to use modular dashboards which accommodate for the different roles present in a learning institution.

Avogadro, P., Calegari, S., Dominoni, M. (2016). Analyzing social learning management systems for educational environments. In Knowledge Discovery, Knowledge Engineering and Knowledge Management (pp.470-491). Springer Verlag [10.1007/978-3-319-52758-1_25].

Analyzing social learning management systems for educational environments

AVOGADRO, PAOLO
;
CALEGARI, SILVIA
Secondo
;
DOMINONI, MATTEO ALESSANDRO
Ultimo
2016

Abstract

A Social Learning Management System (Social LMS) is an instantiation of an LMS where there is an inclusion and strong emphasis of the social aspects mediated via the ICT. The amount of data produced within the social educational network (since all the students are potential creators of material) outnumbers the information of a normal LMS and calls for novel analysis methods. At the beginning, we introduce the architecture of the social learning analytics required to manage the knowledge of a Social LMS. At this point, we adapt the Kirkpatrcik-Phillips model for scholastic environments in order to provide assessment and control tools for a Social LMS. This requires the definition of new metrics which clarify aspects related to the single student but also provide global views of the network as a whole. In order to manage and visualize these metrics we suggest to use modular dashboards which accommodate for the different roles present in a learning institution.
paper
Dashboard; E-Learning platform; Key performance indicators; KirckPatrick-phillips model; Social learning analytics; Social learning management system; Computer Science (all)
English
7th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2015
2015
Fred, A; Dietz, JLG; Aveiro, D; Liu, K; Filipe, J
Knowledge Discovery, Knowledge Engineering and Knowledge Management
9783319527574
2016
631
470
491
http://www.springer.com/series/7899
none
Avogadro, P., Calegari, S., Dominoni, M. (2016). Analyzing social learning management systems for educational environments. In Knowledge Discovery, Knowledge Engineering and Knowledge Management (pp.470-491). Springer Verlag [10.1007/978-3-319-52758-1_25].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/157392
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