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Investigating class rarity in big data

Overview of attention for article published in Journal of Big Data, March 2020
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About this Attention Score

  • In the top 25% of all research outputs scored by Altmetric
  • High Attention Score compared to outputs of the same age (81st percentile)
  • Good Attention Score compared to outputs of the same age and source (76th percentile)

Mentioned by

news
1 news outlet
twitter
1 X user

Citations

dimensions_citation
16 Dimensions

Readers on

mendeley
42 Mendeley
Title
Investigating class rarity in big data
Published in
Journal of Big Data, March 2020
DOI 10.1186/s40537-020-00301-0
Authors

Tawfiq Hasanin, Taghi M. Khoshgoftaar, Joffrey L. Leevy, Richard A. Bauder

X Demographics

X Demographics

The data shown below were collected from the profile of 1 X user who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 42 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 42 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 6 14%
Student > Master 6 14%
Researcher 3 7%
Lecturer 2 5%
Student > Doctoral Student 2 5%
Other 5 12%
Unknown 18 43%
Readers by discipline Count As %
Computer Science 8 19%
Business, Management and Accounting 6 14%
Engineering 4 10%
Agricultural and Biological Sciences 2 5%
Economics, Econometrics and Finance 1 2%
Other 2 5%
Unknown 19 45%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 11. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 14 November 2022.
All research outputs
#2,866,691
of 23,106,934 outputs
Outputs from Journal of Big Data
#57
of 345 outputs
Outputs of similar age
#66,377
of 366,228 outputs
Outputs of similar age from Journal of Big Data
#3
of 13 outputs
Altmetric has tracked 23,106,934 research outputs across all sources so far. Compared to these this one has done well and is in the 87th percentile: it's in the top 25% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 345 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 11.3. This one has done well, scoring higher than 83% of its peers.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 366,228 tracked outputs that were published within six weeks on either side of this one in any source. This one has done well, scoring higher than 81% of its contemporaries.
We're also able to compare this research output to 13 others from the same source and published within six weeks on either side of this one. This one has done well, scoring higher than 76% of its contemporaries.