GitHub topics: mini-ipip
KSwaviman/Cracking-The-Personality-Code-A-Behavioral-Research
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.
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Related Keywords
app-usage-data
1
big-five-traits
1
correlation-analysis
1
knn
1
machine-learning
1
mbti-personality
1
mini-ipip
1
mobile-sensing
1
ols-regression-model
1
personality-assessment
1
personality-inventory
1
personality-prediction
1
personality-traits
1
privacy
1
psychology
1
random-forest
1
smartphone-sensor-data
1
support-vector-machines
1
xgboost
1