| 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
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.
Geographical breakdown
| Country | Count | As % |
|---|---|---|
| United States | 30 | 19% |
| United Kingdom | 23 | 14% |
| Canada | 11 | 7% |
| Germany | 6 | 4% |
| Netherlands | 6 | 4% |
| France | 5 | 3% |
| Japan | 5 | 3% |
| Ireland | 4 | 2% |
| Australia | 3 | 2% |
| Other | 12 | 7% |
| Unknown | 57 | 35% |
Demographic breakdown
| Type | Count | As % |
|---|---|---|
| Scientists | 87 | 54% |
| Members of the public | 73 | 45% |
| Practitioners (doctors, other healthcare professionals) | 2 | 1% |
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
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
#506,153
of 25,845,895 outputs
Outputs from Nature Machine Intelligence
#147
of 781 outputs
Outputs of similar age
#12,608
of 481,339 outputs
Outputs of similar age from Nature Machine Intelligence
#5
of 38 outputs
Altmetric has tracked 25,845,895 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 781 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 67.2. This one has done well, scoring higher than 81% 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 481,339 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.