Improving Prediction of Real-Time Loneliness and Companionship Type Using Geosocial Features of Personal Smartphone Data.
Congyu WuAmanda N. BarczykR. Cameron CraddockGabriella M. HarariEdison ThomazJason D. ShumakeChristopher G. BeeversSamuel D. GoslingDavid M. SchnyerPublished in: CoRR (2020)
Keyphrases
- real time
- data sets
- prior knowledge
- training data
- data analysis
- image data
- raw data
- synthetic data
- historical data
- data quality
- data sources
- knowledge discovery
- database
- extracted features
- feature extraction
- missing values
- high quality
- special features
- low level
- computer systems
- data collection
- data processing
- input data
- image features
- probability distribution