Application of learning analytics in educational videogames

Á Serrano-Laguna, J Torrente, P Moreno-Ger… - Entertainment …, 2014 - Elsevier
… “Learning Analytics”, while we may be referring to either Learning Analytics, Game Analytics
… : the potentially available data for applying Learning Analytics techniques is much bigger …

Tracing a little for big improvements: Application of learning analytics and videogames for student assessment

Á Serrano-Laguna, J Torrente, P Moreno-Ger… - Procedia Computer …, 2012 - Elsevier
… In this paper we propose a double-step approach that applies Learning Analytics techniques
in educational videogames. In first place it pretends to be general enough so to be applied …

A systematic literature review of analytics for adaptivity within educational video games

M Ninaus, S Nebel - Frontiers in Education, 2021 - frontiersin.org
… in the field of analytics for adaptation in educational video games is currently conducted, we
… Besides new sensor technologies to make data acquisition easier and learning analytics

Real-time learning analytics in educational games

M Minović, M Milovanović - … of the first international conference on …, 2013 - dl.acm.org
… The feasibility of using cluster analysis to examine log data from educational video games.
CRESST Report 790, Los Angeles, CA: University of California, National Center for Research …

Game learning analytics: Learning analytics for serious games

M Freire, Á Serrano-Laguna, B Manero Iglesias… - Learning, design, and …, 2023 - Springer
… However, to encourage the use of video games as learning tools, there is a need to develop
educational goals of learning analytics and the tools and technologies from game analytics

A systematic literature review of empirical studies on learning analytics in educational games

A Tlili, M Chang, J Moon, Z Liu, D Burgos, NS Chen - 2021 - reunir.unir.net
Learning analytics (LA) in educational games is considered an emerging practice due to its
potential of enhancing the learningeducational video game design,” Journal of Educational

Learning analytics and educational games: lessons learned from practical experience

Á Serrano-Lagunaa, J Torrentea, B Maneroa… - Games and Learning …, 2014 - Springer
… Our experiments are oriented to evaluate the impact that using videogames has on the
learning process. Mainly, we try to measure the educational gain (knowledge acquired by the …

Applying standards to systematize learning analytics in serious games

Á Serrano-Laguna, I Martínez-Ortiz, J Haag… - Computer Standards & …, 2017 - Elsevier
… This paper reviews the current state of learning analytics, data … a basis for applying Learning
Analytics into serious games. … learning analytics and videogames for student assessment …

Systematizing game learning analytics for serious games

C Alonso-Fernandez, A Calvo, M Freire… - … education …, 2017 - ieeexplore.ieee.org
Educational games, also known as Serious Games (SGs) are video games designed with
a main purpose other than pure entertainment; their main purpose may be to teach, to change …

Applying game learning analytics to a voluntary video game: Intrinsic motivation, persistence, and rewards in learning to program at an early age

M Zapata-Cáceres, E Martín-Barroso - IEEE Access, 2021 - ieeexplore.ieee.org
… a deployment of a video game as a game-based learning environment on … learning to
program can be drawn from the application of game learning analytics to a voluntary video game