Predicting personality traits from touchscreen based interactions
Published in 10th International Conference on Quality of Multimedia Experience (QoMEX 2018), 2018
Küster, L., Trahms, C. & Voigt-Antons, J.-N.
This study explores whether unobtrusive features from everyday touchscreen interactions can predict stable personality traits. Using gesture dynamics (e.g., tap timing, swipe kinematics) gathered from mobile tasks, we trained models that achieved meaningful correlations with Big Five dimensions. Results highlight both the promise and ethical considerations of behavior-based personality inference in mobile UX research.
Recommended citation: Küster, L., Trahms, C. & Voigt-Antons, J.-N. (2018, May). Predicting personality traits from touchscreen based interactions. Paper presented at the 10th International Conference on Quality of Multimedia Experience (QoMEX 2018), Sardinia, Italy. http://doi.org/10.1109/QoMEX.2018.8463375