Data-driven approaches to game player modeling: a systematic literature review

D Hooshyar, M Yousefi, H Lim - ACM Computing Surveys (CSUR), 2018 - dl.acm.org
Modeling and predicting player behavior is of the utmost importance in developing games.
Experience has proven that, while theory-driven approaches are able to comprehend and …

A systematic review of data-driven approaches in player modeling of educational games

D Hooshyar, M Yousefi, H Lim - Artificial Intelligence Review, 2019 - Springer
Recent years have seen growing interest in open-ended interactive educational tools such
as games. One of the most crucial aspects of developing games lies in modeling and …

Educational game and intelligent tutoring system: A classroom study and comparative design analysis

Y Long, V Aleven - ACM Transactions on Computer-Human Interaction …, 2017 - dl.acm.org
Educational games and intelligent tutoring systems (ITS) both support learning by doing,
although often in different ways. The current classroom experiment compared a popular …

Learning fractions by splitting: Using learning analytics to illuminate the development of mathematical understanding

T Martin, C Petrick Smith, N Forsgren… - Journal of the …, 2015 - Taylor & Francis
The struggle with fraction learning in kindergarten through Grade 12 in the United States is a
persistent problem and one of the major stumbling blocks to succeeding in higher …

[PDF][PDF] Learning individual behavior in an educational game: a data-driven approach

SJ Lee, YE Liu, Z Popovic - Educational Data Mining 2014, 2014 - Citeseer
In recent years, open-ended interactive educational tools such as games have been gained
popularity due to their ability to make learning more enjoyable and engaging. Modeling and …

Player behavior modeling for enhancing role-playing game engagement

S Zhao, Y Xu, Z Luo, J Tao, S Li… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Role-playing games (RPGs) are one of the most exciting and most rapidly expanding genres
of online games. Virtual characters that are not controlled by players, have become an …

A data-driven approach for inferring student proficiency from game activity logs

MH Falakmasir, JP González-Brenes… - Proceedings of the third …, 2016 - dl.acm.org
Student assessments are important because they allow collecting evidence about learning.
However, time spent on evaluating students may be otherwise used for instructional …

[PDF][PDF] Learning analytics for games

VE Owen, RS Baker - Handbook of game-based learning, 2019 - researchgate.net
Computer-based educational games can provide engaging designed experiences for
learning (Squire, 2006; Gee, 2003), affording rich performance data situated in a meaningful …

[PDF][PDF] Game Learning Analytics

E Reardon, V Kumar, G Revelle - Handbook of Learning Analytics, 2022 - solaresearch.org
Games are a pervasive cultural phenomenon with intriguing connections to learning, and
the use of learning analytics can inform our understanding of learning in the context of …

Developing Computational Methods to Measure and Track Learners' Spatial Reasoning in an Open-Ended Simulation.

A Mallavarapu, L Lyons, T Shelley, E Minor… - Journal of Educational …, 2015 - ERIC
Interactive learning environments can provide learners with opportunities to explore rich,
real-world problem spaces, but the nature of these problem spaces can make assessing …