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Explaining the user experience of recommender systems

Overview of attention for article published in User Modeling & User-Adapted Interaction, March 2012
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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 (#1 of 122)
  • High Attention Score compared to outputs of the same age (97th percentile)
  • High Attention Score compared to outputs of the same age and source (80th percentile)

Mentioned by

twitter
48 tweeters

Citations

dimensions_citation
238 Dimensions

Readers on

mendeley
636 Mendeley
citeulike
3 CiteULike
Title
Explaining the user experience of recommender systems
Published in
User Modeling & User-Adapted Interaction, March 2012
DOI 10.1007/s11257-011-9118-4
Authors

Bart P. Knijnenburg, Martijn C. Willemsen, Zeno Gantner, Hakan Soncu, Chris Newell

Twitter Demographics

The data shown below were collected from the profiles of 48 tweeters who shared this research output. Click here to find out more about how the information was compiled.

Mendeley readers

The data shown below were compiled from readership statistics for 636 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Germany 7 1%
Spain 6 <1%
Brazil 6 <1%
United States 5 <1%
Korea, Republic of 3 <1%
Denmark 2 <1%
United Kingdom 2 <1%
Netherlands 2 <1%
Austria 2 <1%
Other 14 2%
Unknown 587 92%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 166 26%
Student > Master 162 25%
Researcher 66 10%
Student > Bachelor 63 10%
Unspecified 44 7%
Other 135 21%
Readers by discipline Count As %
Computer Science 350 55%
Unspecified 62 10%
Business, Management and Accounting 57 9%
Engineering 46 7%
Psychology 29 5%
Other 92 14%

Attention Score in Context

This research output has an Altmetric Attention Score of 36. 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 20 June 2019.
All research outputs
#486,496
of 13,723,361 outputs
Outputs from User Modeling & User-Adapted Interaction
#1
of 122 outputs
Outputs of similar age
#3,343
of 120,587 outputs
Outputs of similar age from User Modeling & User-Adapted Interaction
#1
of 5 outputs
Altmetric has tracked 13,723,361 research outputs across all sources so far. Compared to these this one has done particularly well and is in the 96th percentile: it's in the top 5% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 122 research outputs from this source. They receive a mean Attention Score of 4.2. This one has done particularly well, scoring higher than 99% 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 120,587 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 97% of its contemporaries.
We're also able to compare this research output to 5 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