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Theoretical Foundations and Limits of Word Embeddings: What Types of Meaning can They Capture?

Overview of attention for article published in Sociological Methods & Research, December 2022
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  • Average Attention Score compared to outputs of the same age
  • Average Attention Score compared to outputs of the same age and source

Mentioned by

twitter
2 X users

Citations

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6 Dimensions

Readers on

mendeley
40 Mendeley
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Title
Theoretical Foundations and Limits of Word Embeddings: What Types of Meaning can They Capture?
Published in
Sociological Methods & Research, December 2022
DOI 10.1177/00491241221140142
Authors

Alina Arseniev-Koehler

X Demographics

X Demographics

The data shown below were collected from the profiles of 2 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 40 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 40 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 9 23%
Student > Doctoral Student 5 13%
Student > Bachelor 4 10%
Professor 2 5%
Lecturer 2 5%
Other 7 18%
Unknown 11 28%
Readers by discipline Count As %
Social Sciences 13 33%
Computer Science 9 23%
Business, Management and Accounting 2 5%
Engineering 2 5%
Unspecified 1 3%
Other 2 5%
Unknown 11 28%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 2. 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 09 December 2022.
All research outputs
#15,771,045
of 24,972,914 outputs
Outputs from Sociological Methods & Research
#457
of 578 outputs
Outputs of similar age
#230,670
of 479,796 outputs
Outputs of similar age from Sociological Methods & Research
#11
of 15 outputs
Altmetric has tracked 24,972,914 research outputs across all sources so far. This one is in the 34th percentile – i.e., 34% of other outputs scored the same or lower than it.
So far Altmetric has tracked 578 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 11.2. This one is in the 17th percentile – i.e., 17% of its peers scored the same or lower than it.
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 479,796 tracked outputs that were published within six weeks on either side of this one in any source. This one is in the 48th percentile – i.e., 48% of its contemporaries scored the same or lower than it.
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 is in the 33rd percentile – i.e., 33% of its contemporaries scored the same or lower than it.