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Journal of Big Data

Table 18 The results of LSH, CS, Entity-based approach, Repp Framework and SMAFED on Event2012 Twitter Dataset

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

Approach

References

Precision

Recall

F-Measure

LSH

[14]

382/1340 (0.285)

156/506 (0.308)

0.296

CS

[15]

53/1097 (0.048)

32/506 (0.063)

0.054

Entity-based

[16]

181/586 (0.302)

159/506 (0.310)

0.306

Repp framework

[17]

271/300 (0.901)

112/150 (0.749)

0.818

SMAFED

Authors (2021)

296/321 (0.922)

119/150 (0.793)

0.853

  1. The values in bold indicate the highest value of the precision, Recall, and F-Measure in the approaches compared
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