Sebastián Ventura

Prof. Sebastián Ventura

University of Cordoba (Spain)
orcid

Research Focus & Metrics

Academic Career Length

32Years (1995-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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26 July 2010 in IEEE Transactions on Systems, Man and Cybernetics, Part C (Applications and Reviews)
Verified
Journal Article
Closed access
CMCristóbal Romero Morales
Cristóbal Romero Morales
Sebastián VenturaSebastián Ventura
Sebastián Ventura
Educational data mining (EDM) is an emerging interdisciplinary research area that deals with the development of methods to explore data originating in an educational context. EDM uses computational approaches to analyze educational data in order to study educational questions. This paper surveys the most relevant studies carried out in this field to date. First, it introduces EDM and describes the different groups of user, types of educational environments, and the data they provide. It then goes on to list the most typical/common tasks in the educational environment that have been resolved through data-mining techniques, and finally, some of the most promising future lines of research are discussed.

22 May 2008 in Soft Computing
Verified
Journal Article
Closed access
PDF file
Jesús Alcalá-FdézJesús Alcalá-Fdéz
Jesús Alcalá-Fdéz
Luciano SanchezLuciano Sanchez
Luciano Sanchez
Salvador GarcíaSalvador García
Salvador García
MDMaria Jose Del Jesus Díaz
Maria Jose Del Jesus Díaz
Sebastián VenturaSebastián Ventura
Sebastián Ventura
Francisco HerreraFrancisco Herrera
Francisco Herrera

13 January 2020 in WIREs Data Mining and Knowledge Discovery
Verified
Journal Article
Closed access
PDF file
CMCristóbal Romero Morales
Cristóbal Romero Morales
Sebastián VenturaSebastián Ventura
Sebastián Ventura

1 July 2007 in Expert Systems with Applications
Verified
Journal Article
Closed access
CMCristóbal Romero Morales
Cristóbal Romero Morales
Sebastián VenturaSebastián Ventura
Sebastián Ventura

1 August 2008 in Computers & Education
Verified
Journal Article
Closed access
CMCristóbal Romero Morales
Cristóbal Romero Morales
Sebastián VenturaSebastián Ventura
Sebastián Ventura
EGEnrique García
Enrique García

14 December 2012 in WIREs Data Mining and Knowledge Discovery
Verified
Journal Article
Closed access
PDF file
CMCristóbal Romero Morales
Cristóbal Romero Morales
Sebastián VenturaSebastián Ventura
Sebastián Ventura