From: A review of influenza detection and prediction through social networking sites
Method category | Method name | Study reference | Journal/conference background | Â |
---|---|---|---|---|
Graph data mining | Graph data mining | [23] | Environment and public health | Â |
Text mining | Historical patterns | [45] | Web intelligence | Â |
 | Co-occurrences | [44] | Infection control |  |
Topic models | ATAM | [46] | Health | Â |
 | ATAM+ | [47] | Social media |  |
 | HFSTM | [48] | Data mining |  |
Machine learning | Neural network | [61] | Cognitive information processing | Â |
 | 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 | Â |
 | ACF | [65] | Bioinformatics |  |
 | Numerical-based analysis (SEHA using BOW) | [68] | Sustainable global development |  |
Mechanistic disease models | Metpopulation model | [70] | World wide web | Â |
 | 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 | Â |