Observatorio de I+D+i UPM

Memorias de investigación
Research Publications in journals:
Predicting teamwork group assessment using log data-based learning analytics
Year:2018
Research Areas
  • Database management system,
  • Information and communication technology (ict) in education
Information
Abstract
The rapid development of learning analytics makes it difficult for the readership of research literature to gain a structured overview over the different types of data available and subject to the application of learning analytics techniques or methods. This special issue reunites six examples of application of different learning analytics approaches using various data types, aiming to achieve different goals, and employing different instruments and methods: eye tracking, automated online dialog analysis, survey data from school ecosystems, log data analysis at individual and collaborative level, and visual learning analytics applied to Internet-of-Things data. These case studies are provided in the framework of the observed process?data?transformation?analysis?output pattern of practices. Brief conclusions pertaining to advantages, limitations and future work are drawn.
International
Si
JCR
Si
Title
Computers in Human Behavior
ISBN
0747-5632
Impact factor JCR
3,536
Impact info
Datos JCR del año 2017
Volume
89
10.1016/j.chb.2018.07.038
Journal number
From page
335
To page
338
Month
DICIEMBRE
Ranking
JCR: PSYCHOLOGY, MULTIDISCIPLINARY - SSCI (Q1, 16/135) PSYCHOLOGY, EXPERIMENTAL - SSCI (Q1, 8/85) Scopus SJR: Arts and Humanities - Arts and Humanities (miscellaneous) (Q1) Computer Science - Human-Computer Interaction (Q1) Psychology - Psychology (miscellaneous) (Q1)
Participants
  • Autor: Nicolae Nistor (Ludwig-Maximilians-Universität)
  • Autor: Angel Hernandez Garcia (UPM)
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 2020 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)