40 citations · 113 across the 29 of their papers we have counts for
6 papers · 1 filter
Modeling Individual and Team Behavior through Spatio-temporal Analysis
Sabbir Ahmad, Andy Bryant, Erica Kleinman +3
Modeling players' behaviors in games has gained increased momentum in the past few years. This area of research has wide applications, including modeling learners and understanding…
"And then they died": Using Action Sequences for Data Driven,Context Aware Gameplay Analysis
Erica Kleinman, Sabbir Ahmad, Zhaoqing Teng +4
Many successful games rely heavily on data analytics to understand players and inform design. Popular methodologies focus on machine learning and statistical analysis of aggregated…
Data-Driven Game Development: Ethical Considerations
Magy Seif El-Nasr, Erica Kleinman
In recent years, the games industry has made a major move towards data-driven development, using data analytics and player modeling to inform design decisions. Data-driven techniqu…
Reflection in Game-Based Learning: A Survey of Programming Games
Jennifer Villareale, Colan F. Biemer, Magy Seif El-Nasr +1
Reflection is a critical aspect of the learning process. However, educational games tend to focus on supporting learning concepts rather than supporting reflection. While reflectio…
Evaluating the Effect of Timeline Shape on Visualization Task Performance
Sara Di Bartolomeo, Aditeya Pandey, Aristotelis Leventidis +6
Timelines are commonly represented on a horizontal line, which is not necessarily the most effective way to visualize temporal event sequences. However, few experiments have evalua…
Investigating usability of MSstatsQC software
Sara Mohammad Taheri, Omkar Terse, Eralp Dogu +2
MSstatsQC [3] is an open-source software that provides longitudinal system suitability monitoring tools in the form of control charts for proteomic experiments. It includes simulta…