Our study focused on using the Big Five personality inventory to predict traits from students' smartphone sensor data collected over 2 months under the Horizon Europe project. Through correlation analyses and machine learning with cross-validation, we showed that predictions are reliable and accurate enough for practical use.
machine-learning
privacy
random-forest
psychology
xgboost
support-vector-machines
knn
personality-traits
mobile-sensing
correlation-analysis
smartphone-sensor-data
mbti-personality
big-five-traits
personality-assessment
personality-prediction
ols-regression-model
personality-inventory
app-usage-data
mini-ipip
-
Updated
Mar 22, 2024 - TeX