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Table 3 Journal/conference backgrounds of the reviewed studies

From: A review of influenza detection and prediction through social networking sites

Method category

Method name

Study reference

Journal/conference background

 

Graph data mining

Graph data mining

[23]

Environment and public health

 

Text mining

Historical patterns

[45]

Web intelligence

 
 

Co-occurrences

[44]

Infection control

 

Topic models

ATAM

[46]

Health

 
 

ATAM+

[47]

Social media

 
 

HFSTM

[48]

Data mining

 

Machine learning

Neural network

[61]

Cognitive information processing

 
 

SVM

[57]

Multiple scientific disciplines

 
  

[56]

Natural language processing

 
  

[59]

Computational linguistic

 
  

[58]

Biology and medicine developments

 
  

[60]

Living system

 
  

[55]

Computational biology

 
 

Pred. market using SVR

[64]

Social media mining

 
 

Naive bayes

[63]

Health care

 

Math/Statistical models

SNEFT

[67]

Networking systems

 
 

ACF

[65]

Bioinformatics

 
 

Numerical-based analysis (SEHA using BOW)

[68]

Sustainable global development

 

Mechanistic disease models

Metpopulation model

[70]

World wide web

 
 

Compartmental model

[48]

Data mining

 
  

[35]

Multiple scientific disciplines

 
 

Agent-based model

[73]

Healthcare informatics

 

Keys/Documents filtration

Keys/Documents filtration

[74]

Repository of pre-prints

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