Identifying Depression Among Twitter Users using Sentiment Analysis

Fiza Azam,Maha Agro,Memoona Sami, Muhammad Hassan Abro, Amirita Dewani

2021 International Conference on Artificial Intelligence (ICAI)(2021)

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摘要
Major depressive disorder is one of the most crippling diseases, it accounts for 4.3% of the global disease burden. With depression being so prevalent, it is of paramount importance that a systematic method of diagnosis should exist. However, current diagnostic methods such as questionnaires and clinical diagnosis, consist of self-reported symptoms. Therefore, both methods are susceptible to patie...
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关键词
Depression Analysis,Social Media,Twitter,Natural Language Processing,Sentiment Analysis,Bag-of-words,Support Vector Machine,Random Forest,Natural Language Toolkit,Machine Learning
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