Mining player behavior patterns from domain-based spatial abstraction in games

SS Maram, J Pfau, J Villareale, Z Teng… - … IEEE Conference on …, 2023 - ieeexplore.ieee.org
Identifying explainable player strategies and decision patterns that give insights into player
behavior is one of the most difficult tasks for game analytics, yet yields great informative …

Damage Optimization in Video Games: A Player-Driven Co-Creative Approach

J Pfau, M Charan, E Kleinman… - Proceedings of the CHI …, 2024 - dl.acm.org
The concept of dealing damage is established and widespread in video games. With
growing complexity and countless interactions in modern games, capturing how damage …

Characterizing and Quantifying Expert Input Behavior in League of Legends

H Lee, S Lee, R Nallapati, Y Uh, B Lee - Proceedings of the CHI …, 2024 - dl.acm.org
To achieve high performance in esports, players must be able to effectively and efficiently
control input devices such as a computer mouse and keyboard (ie, input skills) …

" Trust the Process": An Exploratory Study of Process Visualizations for Self-Reflection in League of Legends

E Kleinman, J Xu, J Pfau, M Seif El-Nasr - Proceedings of the ACM on …, 2024 - dl.acm.org
Self-reflection, a process consisting of evaluation, attribution, and adaptation, is recognized
as key to learning in esports games. To better facilitate self-reflection, many games and third …

" Ah! I see"-Facilitating Process Reflection in Gameplay through a Novel Spatio-Temporal Visualization System

SS Maram, E Kleinman, J Villareale, J Zhu… - Proceedings of the CHI …, 2024 - dl.acm.org
Educational games have emerged as potent tools for helping students understand complex
concepts and are now ubiquitous in global classrooms, amassing vast data. However, there …

[图书][B] Designing Process-Oriented Computational Assistance to Support Self-Regulated Learning in Complex Games

EM Kleinman - 2023 - search.proquest.com
Complex games, those with multiple correct strategies and unpredictable outcomes, are
seeing increased popularity and integration into high-impact domains such as health …