Using Candlestick Charts to Predict Adolescent Stress Trend on Micro-blog

Detecting Adolescent Psychological Pressures from Micro-Blog

Adolescents are experiencing different psychological pressures coming from study, communication, affection, and self-recognition. If these psychological pressures cannot properly be resolved, it will turn to mental problems, which might lead to serious consequences. Traditional face-to-face psychological diagnosis and treatment cannot meet the demand of relieving teenagers’ stress completely du...

Improving Chinese Word Segmentation on Micro-blog Using Rich Punctuations

Micro-blog is a new kind of medium which is short and informal. While no segmented corpus of micro-blogs is available to train Chinese word segmentation model, existing Chinese word segmentation tools cannot perform equally well as in ordinary news texts. In this paper we present an effective yet simple approach to Chinese word segmentation of micro-blog. In our approach, we incorporate punctua...

tPredictor: A Micro-blog Based System for Teenagers' Stress Prediction

Too much stress is easy to do harm to the physical and psychological health of teenagers, because most teenagers neither have the ability to cope with the stress by themselves nor like seeking adults’ help initiatively. Social media has demonstrated its feasibility in detecting teenagers’ stress with the micro-blog having become a popular channel for teenagers’ self-expression. In this demonstr...

Trend Micro Deep Security

Using emotional intelligence to predict job stress: Artificial neural network and regression models

Introduction: These days, there is a consensus that emotional intelligence plays an important role in the success of individuals in different areas of life. Persons with higher emotional intelligence had lower stress in dealing with demands and pressures in the workplace. The purpose of this study was to use artificial neural network to predict job stress and to compare the performance of this ...