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Table 1 A comparison of research related to depression detection using social network

From: Big data analytics on social networks for real-time depression detection

Depression detection Related work This work
[10] [11] [12] [13] [14] [15] [16] [17] [18] [19] [20] [21]
Data source
 Facebook              
 Instagram              
 Sina Weibo              
 Twitter      
Input feature
 Message  
 Sentiment     
 Emoticon             
 Image              
 Behavior             
 Profile             
Methodology
 Decision Tree            
 Deep Learning            
 K-Nearest Neighbors              
 Maximum Entropy              
 Naïve Bayes          
 Random Forest             
 Regression              
 Support Vector Machine         
Result
 Positive/negative
 Depression level