Observatorio de I+D+i UPM

Memorias de investigación
Book chapters:
A Web Services-Based Application for LMS Data Extraction and Processing for Social Network Analysis
Year:2015
Research Areas
  • Information and communication technology (ict) in education
Information
Abstract
The emergence of learning analytics as a discipline of its own has given way to a diverse subset of research fields offering very different approximations to the topic. One of the most recent and active approaches is social learning analytics, which focuses primarily on the application of social network analysis (SNA) techniques and visualizations to study and help understanding interactions in online courses as a key pillar of social construction of learning. However, and despite this interest, current tools for analysis and visualization are very limited for advanced social learning analytics, and SNA applications cannot directly process data from learning management systems. This paper presents a technical view of the design and implementation of a web services-based application that aims to overcome these limitations by extracting and processing educational data about forum interactions in online courses to generate the corresponding social graphs and enable advanced social network analysis on SNA software.
International
Si
10.1007/978-3-319-22204-2_11
Book Edition
1
Book Publishing
Springer International Publishing
ISBN
978-3-319-22203-5
Series
Lecture Notes in Business Information Processing
Book title
New Information and Communication Technologies for Knowledge Management in Organizations
From page
110
To page
121
Participants
  • Autor: Jose Julian Chaparro Pelaez (UPM)
  • Autor: Emiliano Acquila Natale (UPM)
  • Autor: Santiago Iglesias Pradas (UPM)
  • Autor: Ignacio Suárez-Navas (Universidad Politécnica de Madrid)
Research Group, Departaments and Institutes related
  • Creador: 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)
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