Observatorio de I+D+i UPM

Memorias de investigación
Communications at congresses:
Current state of Learning Management Systems? log data-based learning analytics
Year:2017
Research Areas
  • Information and communication technology (ict) in education
Information
Abstract
The application of learning analytics techniques to log data from Learning Management Systems (LMS) has raised increasing interest in the past years. Advances in this field include the selection of adequate indicators and development of research frameworks. However, log data-based analysis of courses still poses some obstacles and challenges for researchers and practitioners in order to effectively improve and optimize learning processes. This paper highlights the challenges, and presents approaches that can help complement log data-based learning analytics. These approaches may be especially effective in collaborative settings, and include analysis of information flows, social interactions, and content analysis. This conceptual work aims to promote the debate surrounding the need for comprehensive and comparable studies and frameworks, and to foster advances in log data-based learning analytics.
International
Si
Congress
17th Biennial EARLI Conference for Research on Learning and Instruction
960
Place
Tampere (Finlandia)
Reviewers
Si
ISBN/ISSN
978-94-6300-846-4
Start Date
27/08/2017
End Date
02/09/2017
From page
647
To page
647
Education in the Crossroads of Economy and Politics. Role of Research in the Advancement of Public Good
Participants
  • Autor: Angel Hernandez Garcia (UPM)
  • Autor: Emiliano Acquila Natale (UPM)
  • Autor: Jose Julian Chaparro Pelaez (UPM)
Research Group, Departaments and Institutes related
  • Creador: Grupo de Investigación: Innovación, Propiedad industrial y Política tecnológica (INNOPRO)
  • Centro o Instituto I+D+i: Centro de Domótica Integral, CEDINT
  • Departamento: Ingeniería de Organización, Administración de Empresas y Estadística
S2i 2019 Observatorio de investigación @ UPM con la colaboración del Consejo Social UPM
Cofinanciación del MINECO en el marco del Programa INNCIDE 2011 (OTR-2011-0236)
Cofinanciación del MINECO en el marco del Programa INNPACTO (IPT-020000-2010-22)