Bearing too much stress without being released timely hurts teenagers physically and mentally, leading to clinical depressions, insomnia, and even suicide. Sadly, few foster youth receive them. Student Care Packages Cards and cookies from home are important to college students. Affective image colorization. A public opinion classification algorithm based on micro-blog text sentiment intensity: From tags to emotions: Advances in Knowledge Discovery and Data Mining.
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Helping teenagers relieve psychological pressures: They serve in a leadership role and represent advanced practice nursing on institutional committee and initiatives. A public opinion classification algorithm based on micro-blog text sentiment intensity: Give Now Your gift will help make a tremendous difference. Don't have an account? With a set of typed dependency polarity pattern rules and phrase-level analysis, [ 25 ] presented a polarity prediction model to predict the sentiment polarities of sentences [ 26 ].
A systematic exploration of the micro-blog feature space for teens stress detection
Contributor Information Liang Zhao, Email: Take the example tweet in Fig. Built a depression detection model based on a sentiment analysis method on micro-blog. Sentiment analysis of Sina Weibo based on semantic sentiment space model. In , there were 6. You might also like Federal computer systems are under near-constant attack from hackers and cyberthieves.
For a single tweet, all the stress categories share the same feature values of FP and FI. A further personal music pool is to be developed in the near future. Combining the content features and multimedia information such as color theme and brightness of the images posted in tweets, [ 5 ] presented a deep sparse neural network to detect tweet-level stress for arbitrary micro-blog users not teenagers specifically. Psychological study 5 shows that people with a negative emotion tend to behave abnormally, being less active on social networks. YX, JJ, and LF conceptualized this study, and participated in its design and coordination and helped to draft the manuscript.
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