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Learning as the unsupervised alignment of conceptual systems

Overview of attention for article published in Nature Machine Intelligence, January 2020
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About this Attention Score

  • In the top 5% of all research outputs scored by Altmetric
  • High Attention Score compared to outputs of the same age (97th percentile)
  • High Attention Score compared to outputs of the same age and source (86th percentile)

Mentioned by

twitter
162 X users

Citations

dimensions_citation
27 Dimensions

Readers on

mendeley
131 Mendeley
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Title
Learning as the unsupervised alignment of conceptual systems
Published in
Nature Machine Intelligence, January 2020
DOI 10.1038/s42256-019-0132-2
Authors

Brett D. Roads, Bradley C. Love

X Demographics

X Demographics

The data shown below were collected from the profiles of 162 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 131 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 131 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 35 27%
Researcher 19 15%
Student > Master 19 15%
Student > Bachelor 9 7%
Student > Doctoral Student 6 5%
Other 12 9%
Unknown 31 24%
Readers by discipline Count As %
Computer Science 36 27%
Psychology 17 13%
Neuroscience 9 7%
Engineering 6 5%
Linguistics 3 2%
Other 17 13%
Unknown 43 33%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 86. 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 12 October 2023.
All research outputs
#510,417
of 25,916,093 outputs
Outputs from Nature Machine Intelligence
#152
of 786 outputs
Outputs of similar age
#12,667
of 480,826 outputs
Outputs of similar age from Nature Machine Intelligence
#5
of 38 outputs
Altmetric has tracked 25,916,093 research outputs across all sources so far. Compared to these this one has done particularly well and is in the 98th percentile: it's in the top 5% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 786 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 68.3. This one has done well, scoring higher than 80% 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 480,826 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 38 others from the same source and published within six weeks on either side of this one. This one has done well, scoring higher than 86% of its contemporaries.