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D’ya Like DAGs? A Survey on Structure Learning and Causal Discovery

Overview of attention for article published in ACM Computing Surveys, November 2022
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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 (90th percentile)
  • High Attention Score compared to outputs of the same age and source (85th percentile)

Mentioned by

policy
1 policy source
twitter
11 X users
patent
2 patents

Readers on

mendeley
241 Mendeley
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Article details
Title
D’ya Like DAGs? A Survey on Structure Learning and Causal Discovery
Published in
ACM Computing Surveys, November 2022
DOI 10.1145/3527154
Authors

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Timeline Attention over time Attention Score history
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Activity
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X Demographics

X Demographics

The data shown below were collected from the profiles of 11 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley demographics

Mendeley demographics

The data shown below were compiled from readership statistics for 241 Mendeley readers of this research output. Click here to see the associated Mendeley record.
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Geographical breakdown

Geographical breakdown
Country Count As %
Unknown 241 100%

Demographic breakdown

Readers by professional status
Readers by professional status Count As %
Student > Ph. D. Student 36 15%
Student > Master 32 13%
Researcher 20 8%
Professor 10 4%
Student > Doctoral Student 9 4%
Other 28 12%
Unknown 106 44%
Readers by discipline
Readers by discipline Count As %
Computer Science 66 27%
Mathematics 14 6%
Engineering 10 4%
Business, Management and Accounting 7 3%
Agricultural and Biological Sciences 4 2%
Other 28 12%
Unknown 112 46%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 16. 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 22 July 2025.
All research outputs
#2,941,109
of 34,089,221 outputs
Outputs from ACM Computing Surveys
#245
of 1,914 outputs
Outputs of similar age
#51,618
of 540,714 outputs
Outputs of similar age from ACM Computing Surveys
#11
of 78 outputs
Altmetric has tracked 34,089,221 research outputs across all sources so far. Compared to these this one has done particularly well and is in the 91st percentile: it's in the top 10% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 1,914 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 10.8. This one has done well, scoring higher than 87% 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 540,714 tracked outputs that were published within six weeks on either side of this one in any source. This one has done particularly well, scoring higher than 90% of its contemporaries.
We're also able to compare this research output to 78 others from the same source and published within six weeks on either side of this one. This one has done well, scoring higher than 85% of its contemporaries.