Bayesian knowledge tracing, logistic models, and beyond: an overview of learner modeling techniques
R Pelánek - User modeling and user-adapted interaction, 2017 - Springer
Learner modeling is a basis of personalized, adaptive learning. The research literature
provides a wide range of modeling approaches, but it does not provide guidance for …
provides a wide range of modeling approaches, but it does not provide guidance for …
Reducing math anxiety in school children: A systematic review of intervention research
M Balt, M Börnert-Ringleb, L Orbach - Frontiers in Education, 2022 - frontiersin.org
Recent studies indicate that math anxiety (MA) can already be found in school-aged
children. As early MA depicts a potential risk for developing severe mathematical difficulties …
children. As early MA depicts a potential risk for developing severe mathematical difficulties …
[HTML][HTML] The concept of hybrid human-AI regulation: Exemplifying how to support young learners' self-regulated learning
I Molenaar - Computers and Education: Artificial Intelligence, 2022 - Elsevier
Hybrid systems combining artificial and human intelligence hold great promise for training
human skills. In this paper, I position the concept of Hybrid Human-AI Regulation and …
human skills. In this paper, I position the concept of Hybrid Human-AI Regulation and …
The effectiveness of adaptive versus non‐adaptive learning with digital educational games
S Vanbecelaere, K Van den Berghe… - Journal of Computer …, 2020 - Wiley Online Library
For the training of academic skills, digital educational games with integrated adaptivity are
promising. Adaptive games are considered superior to non‐adaptive games, because they …
promising. Adaptive games are considered superior to non‐adaptive games, because they …
Applications of the Elo rating system in adaptive educational systems
R Pelánek - Computers & Education, 2016 - Elsevier
The Elo rating system was originally developed for rating chess players, nowadays it is
widely used for ranking players of many other games. The system can be used in …
widely used for ranking players of many other games. The system can be used in …
The influence of experiencing success in math on math anxiety, perceived math competence, and math performance
BRJ Jansen, J Louwerse, M Straatemeier… - Learning and individual …, 2013 - Elsevier
It was investigated whether children would experience less math anxiety and feel more
competent when they, independent of ability level, experienced high success rates in math …
competent when they, independent of ability level, experienced high success rates in math …
Artificial intelligence moving serious gaming: Presenting reusable game AI components
W Westera, R Prada, S Mascarenhas… - Education and …, 2020 - Springer
This article provides a comprehensive overview of artificial intelligence (AI) for serious
games. Reporting about the work of a European flagship project on serious game …
games. Reporting about the work of a European flagship project on serious game …
Integrating machine learning into item response theory for addressing the cold start problem in adaptive learning systems
Adaptive learning systems aim to provide learning items tailored to the behavior and needs
of individual learners. However, one of the outstanding challenges in adaptive item selection …
of individual learners. However, one of the outstanding challenges in adaptive item selection …
Do games reduce maths anxiety? A meta-analysis
In this paper, we present the first meta-analysis of the efficacy of game-based interventions
on reducing students' levels of maths anxiety. After searching for randomised studies …
on reducing students' levels of maths anxiety. After searching for randomised studies …
The effectiveness of adaptive difficulty adjustments on students' motivation and learning in an educational computer game
S Sampayo-Vargas, CJ Cope, Z He, GJ Byrne - Computers & Education, 2013 - Elsevier
Computer games that adaptively adjust difficulty are used to continuously challenge players
according to their abilities. The adjustment of difficulty occurs automatically in response to a …
according to their abilities. The adjustment of difficulty occurs automatically in response to a …