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Educational data mining: prediction of students' academic performance using machine learning algorithms

Overview of attention for article published in Smart Learning Environments, March 2022
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About this Attention Score

  • In the top 5% of all research outputs scored by Altmetric
  • One of the highest-scoring outputs from this source (#5 of 204)
  • High Attention Score compared to outputs of the same age (94th percentile)
  • High Attention Score compared to outputs of the same age and source (99th percentile)

Mentioned by

news
4 news outlets
policy
1 policy source
twitter
3 X users

Citations

dimensions_citation
132 Dimensions

Readers on

mendeley
565 Mendeley
Title
Educational data mining: prediction of students' academic performance using machine learning algorithms
Published in
Smart Learning Environments, March 2022
DOI 10.1186/s40561-022-00192-z
Authors

Mustafa Yağcı

X Demographics

X Demographics

The data shown below were collected from the profiles of 3 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 565 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 565 100%

Demographic breakdown

Readers by professional status Count As %
Lecturer 49 9%
Student > Master 42 7%
Unspecified 28 5%
Student > Doctoral Student 18 3%
Student > Bachelor 18 3%
Other 93 16%
Unknown 317 56%
Readers by discipline Count As %
Computer Science 127 22%
Unspecified 28 5%
Engineering 28 5%
Social Sciences 14 2%
Mathematics 9 2%
Other 41 7%
Unknown 318 56%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 38. 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 26 October 2023.
All research outputs
#1,018,012
of 24,744,050 outputs
Outputs from Smart Learning Environments
#5
of 204 outputs
Outputs of similar age
#25,351
of 435,090 outputs
Outputs of similar age from Smart Learning Environments
#1
of 10 outputs
Altmetric has tracked 24,744,050 research outputs across all sources so far. Compared to these this one has done particularly well and is in the 95th percentile: it's in the top 5% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 204 research outputs from this source. They typically receive a little more attention than average, with a mean Attention Score of 6.0. This one has done particularly well, scoring higher than 98% 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 435,090 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 94% of its contemporaries.
We're also able to compare this research output to 10 others from the same source and published within six weeks on either side of this one. This one has scored higher than all of them