Applications of data science to game learning analytics data: A systematic literature review

C Alonso-Fernández, A Calvo-Morata, M Freire… - Computers & …, 2019 - Elsevier
Data science techniques, nowadays widespread across all fields, can also be applied to the
wealth of information derived from student interactions with serious games. Use of data …

Game learning analytics: Learning analytics for serious games

M Freire, Á Serrano-Laguna, B Manero Iglesias… - Learning, design, and …, 2023 - Springer
Video games have become one of the largest entertainment industries, and their power to
capture the attention of players worldwide soon prompted the idea of using games to …

Personalized gamification for learning: a reactive chatbot architecture proposal

CS González-González, V Muñoz-Cruz… - Sensors, 2023 - mdpi.com
A key factor for successfully implementing gamified learning platforms is making students
interact with the system from multiple digital platforms. Learning platforms that try to …

Towards the improvement of the cognitive, motoric and academic skills of students with special educational needs using Kinect learning games

M Kourakli, I Altanis, S Retalis, M Boloudakis… - International Journal of …, 2017 - Elsevier
There is an ongoing interest in developing motion Kinect-based learning games that are in
accordance with intervention protocols for helping children with special educational needs …

A methodology for assessing the effectiveness of serious games and for inferring player learning outcomes

Á Serrano-Laguna, B Manero, M Freire… - Multimedia Tools and …, 2018 - Springer
Although serious games are proven to serve as educational tools in many educational
domains, there is a lack of reliable, automated and repeatable methodologies that measure …

A smart collaborative educational game with learning analytics to support English vocabulary teaching

A Tlili, S Hattab, F Essalmi, NS Chen, R Huang… - IJIMAI, 2021 - dialnet.unirioja.es
Learning Analytics (LA) approaches have proved to be able to enhance learning process
and learning performance. However, little is known about applying these approaches for …

Barriers and Hindrances to the Effective use of Games in Education: Systematic Literature Review and Intervention Strategies

C Sousa, P Neves, F Luz - European …, 2023 - papers.academic-conferences.org
Games play a central role in human culture, as well as in interaction, interpersonal
relationships, and overall development. Based on these premises, game-based learning …

Applying learning analytics to detect sequences of actions and common errors in a geometry game

MJ Gomez, JA Ruipérez-Valiente, PA Martínez, YJ Kim - Sensors, 2021 - mdpi.com
Games have become one of the most popular activities across cultures and ages. There is
ample evidence that supports the benefits of using games for learning and assessment …

How to use gamified dashboards and learning analytics for providing immediate student feedback and performance tracking in higher education

S de Freitas, D Gibson, V Alvarez, L Irving… - Proceedings of the 26th …, 2017 - dl.acm.org
With the wide use of the Internet and digital data sources, there has been a recent
emergence of easy access to student data within learning management systems (LMS) …

Analyzing gameplay data to inform feedback loops in The Radix Endeavor

MT Cheng, L Rosenheck, CY Lin, E Klopfer - Computers & Education, 2017 - Elsevier
The purpose of this study is to explore some of the ways in which gameplay data can be
analyzed to yield results that feed back into the learning ecosystem. There is a solid …