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Table 4 A summary of semantic-based approaches used for event detection

From: Real-time event detection in social media streams through semantic analysis of noisy terms

References

Data

sources/

Features

Algorithms

Inclusion of local vocabulary

Treatment of Slang, Acronym, and Abbreviation (SAB)

[56]

Twitter, Facebook/

Textual

LSH

No

No

[55]

Twitter/ Textual

Hash key grouping

No

No

[58]

Twitter/ Textual

RDF

No

No

[59]

Twitter/ Textual

TF-IDF, Named entity Recognition, Page Rank, CfsSubsetEval

No

No

[60]

Twitter/Textual

IPLSA, EM, RS Scoring algorithm, word2vec

No

No