Non-social features of smartphone use are most related to depression, anxiety and problematic smartphone use.
Jon D. ElhaiJason C. LevineRobert D. DvorakBrian J. HallPublished in: Comput. Hum. Behav. (2017)
Keyphrases
- mobile devices
- daily life
- feature extraction
- mobile applications
- social networks
- feature vectors
- low level
- social networking
- svm classifier
- false positives
- co occurrence
- behavioral patterns
- feature values
- salient features
- benchmark datasets
- feature set
- neural network
- prior knowledge
- feature space
- information systems
- machine learning