Exploratory machine learning modeling of adaptive and maladaptive personality traits from passively sensed behavior

Runze Yan; Whitney R. Ringwald; Julio Vega; Madeline Kehl; Sangwon Bae; Anind K. Dey; Carissa A. Low; Aidan G. C. Wright; Afsaneh Doryab

Exploratory machine learning modeling of adaptive and maladaptive personality traits from passively sensed behavior

Runze Yan, Whitney R. Ringwald, Julio Vega, Madeline Kehl, Sangwon Bae, Anind K. Dey, Carissa A. Low, Aidan G. C. Wright, Afsaneh Doryab

Published: 01 Jan 2022, Last Modified: 13 May 2025Future Gener. Comput. Syst. 2022EveryoneRevisionsBibTeXCC BY-SA 4.0

Abstract: Highlights•Combinations of passive mobile features are associated with personality traits.•Traits vary in how well they can be predicted from sensors.•Behavioral indicators span adaptive and maladaptive trait dimensions.•Global trait prediction from sensors is limited.

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