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. 2019 Aug 16;28(1):208–217. doi: 10.1055/s-0039-1677918

Table 6. Summary of substance abuse-related papers.

Data source SML a UML b CML c MML d Surv e HC f Senti g Lexicon h
Reddit - [11-13] [11-13] - 12 - - 13
Twitter [6, 36, 40, 45-49] [6, 1 2, 35,37, 39, 41, 42, 43, 45] [6, 12, 35, 36, 38-43, 45-49] [6, 37] [1 1, 12, 35, 36, 38, 39, 42, 44, 47-49] 43 [46-48] 44
OHC i - [12, 13] [12, 13] - 12 - - 13
a

Supervised machine learning;

b

Unsupervised machine learning;

c

Classical machine learning;

d

Modern machine learning;

e

Surveillance;

f

Health communication;

g

Sentiment analysis;

h

Lexicon;

i

Online Health Communities