Authors: | Lepouras, George Katifori, Akrivi Vassilakis, Costas Antoniou, Angeliki Platis, Nikos |
Publisher: | IEEE |
Issue Date: | 18-Aug-2014 |
Conference: | 5th International Conference on Information, Intelligence, Systems and Applications (IISA 2014), 7-9 July 2014, Crete, Greece |
Book: | Proceedings of 5th International Conference on Information, Intelligence, Systems and Applications (IISA 2014) |
Keywords: | E-learning platform, Learning analytics, Personalized recommendation, Semantic Integration, Visualization |
Abstract: | In this paper, we present the vision of an open source learning analytics platform, able to harvest data from different sources, including e-learning platforms and environments, registrar's information systems, alumni systems, etc., so as to provide all stakeholders with the necessary functionality to make decisions on the learning process. The platform's architecture is modular, allowing the introduction of new functionality or connection to new systems to collect needed data. All data can be analyzed and presented though interactive visualizations to find correlations between metrics, to make predictions for students or student groups, to identify best practices for instructors and let them explore 'what-if' scenarios, to offer students personalized recommendations and personalized detailed feedback, etc. Our objective is to inform and empower all stakeholders to improve the learning experience. |
ISBN: | 978-1-4799-6171-9 |
DOI: | 10.1109/IISA.2014.6878750 |
URI: | https://uniwacris.uniwa.gr/handle/3000/618 |
Type: | Conference Paper |
Department: | Department of Archival, Library and Information Studies |
School: | School of Administrative, Economics and Social Sciences |
Affiliation: | University of West Attica (UNIWA) |
Appears in Collections: | Book Chapter / Κεφάλαιο Βιβλίου |
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