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A systematic review and research perspective on recommender systems

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

  • In the top 25% of all research outputs scored by Altmetric
  • Good Attention Score compared to outputs of the same age (79th percentile)
  • High Attention Score compared to outputs of the same age and source (93rd percentile)

Mentioned by

blogs
1 blog
wikipedia
1 Wikipedia page

Citations

dimensions_citation
123 Dimensions

Readers on

mendeley
540 Mendeley
Title
A systematic review and research perspective on recommender systems
Published in
Journal of Big Data, May 2022
DOI 10.1186/s40537-022-00592-5
Authors

Deepjyoti Roy, Mala Dutta

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 540 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 540 100%

Demographic breakdown

Readers by professional status Count As %
Unspecified 46 9%
Student > Ph. D. Student 38 7%
Student > Master 28 5%
Student > Bachelor 22 4%
Lecturer 20 4%
Other 54 10%
Unknown 332 61%
Readers by discipline Count As %
Computer Science 96 18%
Unspecified 49 9%
Engineering 19 4%
Business, Management and Accounting 10 2%
Biochemistry, Genetics and Molecular Biology 9 2%
Other 23 4%
Unknown 334 62%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 9. 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 27 April 2024.
All research outputs
#4,409,819
of 25,802,847 outputs
Outputs from Journal of Big Data
#80
of 397 outputs
Outputs of similar age
#90,756
of 449,002 outputs
Outputs of similar age from Journal of Big Data
#1
of 15 outputs
Altmetric has tracked 25,802,847 research outputs across all sources so far. Compared to these this one has done well and is in the 82nd percentile: it's in the top 25% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 397 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 11.5. This one has done well, scoring higher than 79% 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 449,002 tracked outputs that were published within six weeks on either side of this one in any source. This one has done well, scoring higher than 79% of its contemporaries.
We're also able to compare this research output to 15 others from the same source and published within six weeks on either side of this one. This one has done particularly well, scoring higher than 93% of its contemporaries.