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A data value metric for quantifying information content and utility

Overview of attention for article published in Journal of Big Data, June 2021
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About this Attention Score

  • Above-average Attention Score compared to outputs of the same age (60th percentile)
  • Average Attention Score compared to outputs of the same age and source

Mentioned by

wikipedia
1 Wikipedia page

Citations

dimensions_citation
9 Dimensions

Readers on

mendeley
30 Mendeley
Title
A data value metric for quantifying information content and utility
Published in
Journal of Big Data, June 2021
DOI 10.1186/s40537-021-00446-6
Pubmed ID
Authors

Morteza Noshad, Jerome Choi, Yuming Sun, Alfred Hero, Ivo D. Dinov

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 30 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 30 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 4 13%
Researcher 4 13%
Student > Master 3 10%
Professor 2 7%
Student > Doctoral Student 2 7%
Other 2 7%
Unknown 13 43%
Readers by discipline Count As %
Engineering 4 13%
Computer Science 4 13%
Business, Management and Accounting 2 7%
Agricultural and Biological Sciences 2 7%
Environmental Science 1 3%
Other 5 17%
Unknown 12 40%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 3. 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 13 January 2023.
All research outputs
#7,737,238
of 23,532,144 outputs
Outputs from Journal of Big Data
#135
of 356 outputs
Outputs of similar age
#166,204
of 448,878 outputs
Outputs of similar age from Journal of Big Data
#10
of 16 outputs
Altmetric has tracked 23,532,144 research outputs across all sources so far. This one is in the 44th percentile – i.e., 44% of other outputs scored the same or lower than it.
So far Altmetric has tracked 356 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 11.6. This one has gotten more attention than average, scoring higher than 58% 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 448,878 tracked outputs that were published within six weeks on either side of this one in any source. This one has gotten more attention than average, scoring higher than 60% of its contemporaries.
We're also able to compare this research output to 16 others from the same source and published within six weeks on either side of this one. This one is in the 37th percentile – i.e., 37% of its contemporaries scored the same or lower than it.