Research


Research Areas

In general I am interested in studying human behavior in virtual environments, including interaction both between humans as well as with the virtual environment itself. I am particularly interested in creating computational models of interaction that can be used to identify and predict behavior, and using those models to influence behavior and decision making processes of individual and groups in virtual environments towards a desired direction.

My research interests touch on topics from multiple disciplines outside of computer science such as cognitive science, social psychology, and behavioral economics. I enjoy using computer games as the means to inspect behavior by creating tasks with comparable complexity as those in real life. The use of games also provides me the opportunity to more tightly control studies while being the least disruptive to the subject I am studying while allowing everyone to have fun in the process.


Publications

Refereed Conference Papers

  1. Ignacio X Domínguez, Alok Goel, David L Roberts, and Robert St. Amant. Detecting Abnormal User Behavior Through Pattern-Mining Input Device Analytics. In Proceedings of the 2015 Symposium and Bootcamp on the Science of Security (HotSoS 2015), 2015.
  2. Robert St. Amant, Prairie Rose Goodwin, Ignacio X Domínguez, and David L Roberts. Toward Expert Typing in ACT-R. In Proceedings of the 2015 International Conference on Cognitive Modeling (ICCM 2015), 2015.

Refereed Workshop Papers

  1. Ignacio X. Domínguez and David L. Roberts. Asymmetric Virtual Environments: Exploring the Effects of Avatar Colors on Performance. In The Workshop on Experimental AI In Games at the 2014 AI and Interactive Digital Entertainment Conference (AIIDE), Raleigh, North Carolina, 2014.

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