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Improving accuracy of students’ final grade prediction model using optimal equal width binning and synthetic minority over-sampling technique

Overview of attention for article published in Decision Analytics, March 2015
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  • Average Attention Score compared to outputs of the same age

Mentioned by

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2 X users

Citations

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109 Dimensions

Readers on

mendeley
191 Mendeley
Title
Improving accuracy of students’ final grade prediction model using optimal equal width binning and synthetic minority over-sampling technique
Published in
Decision Analytics, March 2015
DOI 10.1186/s40165-014-0010-2
Authors

Syed Tanveer Jishan, Raisul Islam Rashu, Naheena Haque, Rashedur M Rahman

X Demographics

X Demographics

The data shown below were collected from the profiles of 2 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 191 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Indonesia 1 <1%
Mexico 1 <1%
Colombia 1 <1%
Unknown 188 98%

Demographic breakdown

Readers by professional status Count As %
Student > Master 30 16%
Student > Ph. D. Student 27 14%
Student > Bachelor 17 9%
Lecturer 11 6%
Student > Doctoral Student 7 4%
Other 21 11%
Unknown 78 41%
Readers by discipline Count As %
Computer Science 75 39%
Engineering 16 8%
Mathematics 3 2%
Economics, Econometrics and Finance 2 1%
Business, Management and Accounting 2 1%
Other 8 4%
Unknown 85 45%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 2. 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 19 March 2015.
All research outputs
#15,276,183
of 22,796,179 outputs
Outputs from Decision Analytics
#11
of 17 outputs
Outputs of similar age
#153,066
of 259,041 outputs
Outputs of similar age from Decision Analytics
#2
of 2 outputs
Altmetric has tracked 22,796,179 research outputs across all sources so far. This one is in the 32nd percentile – i.e., 32% of other outputs scored the same or lower than it.
So far Altmetric has tracked 17 research outputs from this source. They receive a mean Attention Score of 2.2. This one scored the same or higher as 6 of them.
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 259,041 tracked outputs that were published within six weeks on either side of this one in any source. This one is in the 40th percentile – i.e., 40% of its contemporaries scored the same or lower than it.
We're also able to compare this research output to 2 others from the same source and published within six weeks on either side of this one.