/vr_sickness_prediction

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Machine learning for the prediction of virtual reality sickness

Predict cybersickness with a machine learning approach.

We collected data from a user study which we collected the HMD eye screen video, the head movement, and the player's demographic information. We extracted features from the raw data, and build machine learning models to predict cybersickness score.

feature extraction

Publication:

Automatic Prediction of Cybersickness for Virtual Reality Games. Weina Jin, Jianyu Fan, Diane Gromala, Philippe Pasquier. Oral presentation at IEEE Games, Entertainment, and Media Conference, Galway Ireland, August 15-17, 2018.