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Recommender systems based on user reviews: the state of the art

Overview of attention for article published in User Modeling and User-Adapted Interaction, January 2015
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About this Attention Score

  • In the top 25% of all research outputs scored by Altmetric
  • One of the highest-scoring outputs from this source (#10 of 191)
  • High Attention Score compared to outputs of the same age (89th percentile)

Mentioned by

patent
7 patents
wikipedia
2 Wikipedia pages

Citations

dimensions_citation
279 Dimensions

Readers on

mendeley
498 Mendeley
Title
Recommender systems based on user reviews: the state of the art
Published in
User Modeling and User-Adapted Interaction, January 2015
DOI 10.1007/s11257-015-9155-5
Authors

Li Chen, Guanliang Chen, Feng Wang

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 498 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Brazil 2 <1%
United States 2 <1%
United Kingdom 2 <1%
France 1 <1%
Ireland 1 <1%
Turkey 1 <1%
Portugal 1 <1%
Germany 1 <1%
Russia 1 <1%
Other 1 <1%
Unknown 485 97%

Demographic breakdown

Readers by professional status Count As %
Student > Master 116 23%
Student > Ph. D. Student 101 20%
Student > Bachelor 39 8%
Student > Doctoral Student 26 5%
Researcher 23 5%
Other 67 13%
Unknown 126 25%
Readers by discipline Count As %
Computer Science 261 52%
Engineering 30 6%
Business, Management and Accounting 19 4%
Social Sciences 10 2%
Decision Sciences 6 1%
Other 27 5%
Unknown 145 29%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 12. 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 05 September 2023.
All research outputs
#2,639,975
of 23,911,072 outputs
Outputs from User Modeling and User-Adapted Interaction
#10
of 191 outputs
Outputs of similar age
#38,348
of 358,218 outputs
Outputs of similar age from User Modeling and User-Adapted Interaction
#1
of 2 outputs
Altmetric has tracked 23,911,072 research outputs across all sources so far. Compared to these this one has done well and is in the 88th percentile: it's in the top 25% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 191 research outputs from this source. They receive a mean Attention Score of 4.6. This one has done particularly well, scoring higher than 94% 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 358,218 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 89% of its contemporaries.
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. This one has scored higher than all of them