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Stress detection using natural language processing and machine learning over social interactions

Overview of attention for article published in Journal of Big Data, March 2022
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About this Attention Score

  • Average Attention Score compared to outputs of the same age
  • Average Attention Score compared to outputs of the same age and source

Mentioned by

twitter
1 X user

Citations

dimensions_citation
45 Dimensions

Readers on

mendeley
183 Mendeley
Title
Stress detection using natural language processing and machine learning over social interactions
Published in
Journal of Big Data, March 2022
DOI 10.1186/s40537-022-00575-6
Authors

Tanya Nijhawan, Girija Attigeri, T. Ananthakrishna

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 183 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 183 100%

Demographic breakdown

Readers by professional status Count As %
Unspecified 13 7%
Student > Master 12 7%
Student > Ph. D. Student 8 4%
Student > Bachelor 8 4%
Lecturer 7 4%
Other 28 15%
Unknown 107 58%
Readers by discipline Count As %
Computer Science 34 19%
Unspecified 14 8%
Engineering 11 6%
Psychology 2 1%
Business, Management and Accounting 2 1%
Other 10 5%
Unknown 110 60%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 1. 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 04 March 2023.
All research outputs
#15,812,742
of 23,485,204 outputs
Outputs from Journal of Big Data
#211
of 355 outputs
Outputs of similar age
#252,755
of 441,244 outputs
Outputs of similar age from Journal of Big Data
#6
of 12 outputs
Altmetric has tracked 23,485,204 research outputs across all sources so far. This one is in the 22nd percentile – i.e., 22% of other outputs scored the same or lower than it.
So far Altmetric has tracked 355 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 11.5. This one is in the 25th percentile – i.e., 25% of its peers scored the same or lower than it.
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 441,244 tracked outputs that were published within six weeks on either side of this one in any source. This one is in the 32nd percentile – i.e., 32% of its contemporaries scored the same or lower than it.
We're also able to compare this research output to 12 others from the same source and published within six weeks on either side of this one. This one is in the 33rd percentile – i.e., 33% of its contemporaries scored the same or lower than it.