↓ Skip to main content

Smart literature review: a practical topic modelling approach to exploratory literature review

Overview of attention for article published in Journal of Big Data, October 2019
Altmetric Badge

About this Attention Score

  • Above-average Attention Score compared to outputs of the same age (55th percentile)
  • Above-average Attention Score compared to outputs of the same age and source (62nd percentile)

Mentioned by

twitter
6 X users

Readers on

mendeley
541 Mendeley
Title
Smart literature review: a practical topic modelling approach to exploratory literature review
Published in
Journal of Big Data, October 2019
DOI 10.1186/s40537-019-0255-7
Authors

Claus Boye Asmussen, Charles Møller

X Demographics

X Demographics

The data shown below were collected from the profiles of 6 X users 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 541 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 541 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 71 13%
Student > Master 63 12%
Researcher 40 7%
Student > Bachelor 32 6%
Student > Doctoral Student 28 5%
Other 86 16%
Unknown 221 41%
Readers by discipline Count As %
Computer Science 78 14%
Business, Management and Accounting 62 11%
Engineering 44 8%
Social Sciences 25 5%
Agricultural and Biological Sciences 16 3%
Other 74 14%
Unknown 242 45%
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 16 October 2020.
All research outputs
#12,843,334
of 23,170,347 outputs
Outputs from Journal of Big Data
#142
of 346 outputs
Outputs of similar age
#157,384
of 356,500 outputs
Outputs of similar age from Journal of Big Data
#6
of 16 outputs
Altmetric has tracked 23,170,347 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 346 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 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 356,500 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 55% 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 has gotten more attention than average, scoring higher than 62% of its contemporaries.