3 papers
cs.HC2021
Design-Driven Requirements for Computationally Co-Creative Game AI Design Tools
Nathan Partlan, Erica Kleinman, Jim Howe +3
Game AI designers must manage complex interactions between the AI character, the game world, and the player, while achieving their design visions. Computational co-creativity tools…
cs.HC2020
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…
cs.HC2020
"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…