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Depression has become a public health concern around the world. Traditional methods for detecting depression rely on self-report techniques, which suffer from inefficient data collection and processing. This paper built both classification and regression models based on linguistic and behavioral features acquired from 10,102 social media users, and compared classification and prediction accuracy respectively...
It is very important to understand web users' psychological characteristics, which can help people adapt this rapid and complicated internet world better. Nowadays, web behavior plays a significant role in people's life and mental health. It is widely accepted in clinical psychology that mental activities and status are expressed in a way of behavior such as preference and choice. Web behavior, as...
Nowadays, people are suffering from various psychological problems such as insomnia, melancholia, anxiety, oppression, etc., but the current psychological counseling service system can not meet the increasing requirement. In this paper, we propose a new online psychological counseling framework, Psycare, which comes up with several significant features: (l)Automatic self-help in mind to customers...
This exploratory research specifically focusing on the relationship between Internet usage behaviors and five-factor personality traits made an effort to clarify that whether it was possible to locate certain personality trait only by behavior sample of the Internet. 571 master students were administrated with NEO-FFI-R and self-designed IUBCL. According to logistic regression analysis, relevant conclusions...
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