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Opinion Mining From Social Media Short Texts: Does Collective Intelligence Beat Deep Learning?

Overview of attention for article published in Frontiers in Robotics and AI, January 2019
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About this Attention Score

  • In the top 25% of all research outputs scored by Altmetric
  • High Attention Score compared to outputs of the same age (87th percentile)
  • High Attention Score compared to outputs of the same age and source (85th percentile)

Mentioned by

news
1 news outlet
twitter
8 X users

Citations

dimensions_citation
28 Dimensions

Readers on

mendeley
139 Mendeley
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Title
Opinion Mining From Social Media Short Texts: Does Collective Intelligence Beat Deep Learning?
Published in
Frontiers in Robotics and AI, January 2019
DOI 10.3389/frobt.2018.00138
Pubmed ID
Authors

Nicolas Tsapatsoulis, Constantinos Djouvas

X Demographics

X Demographics

The data shown below were collected from the profiles of 8 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 139 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 139 100%

Demographic breakdown

Readers by professional status Count As %
Student > Master 17 12%
Student > Ph. D. Student 13 9%
Lecturer 11 8%
Student > Bachelor 10 7%
Professor 7 5%
Other 27 19%
Unknown 54 39%
Readers by discipline Count As %
Computer Science 35 25%
Social Sciences 12 9%
Business, Management and Accounting 8 6%
Engineering 7 5%
Arts and Humanities 5 4%
Other 13 9%
Unknown 59 42%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 14. 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 02 May 2019.
All research outputs
#2,252,329
of 23,124,001 outputs
Outputs from Frontiers in Robotics and AI
#143
of 1,525 outputs
Outputs of similar age
#55,681
of 437,601 outputs
Outputs of similar age from Frontiers in Robotics and AI
#3
of 20 outputs
Altmetric has tracked 23,124,001 research outputs across all sources so far. Compared to these this one has done particularly well and is in the 90th percentile: it's in the top 10% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 1,525 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 11.7. This one has done particularly well, scoring higher than 90% 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 437,601 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 87% of its contemporaries.
We're also able to compare this research output to 20 others from the same source and published within six weeks on either side of this one. This one has done well, scoring higher than 85% of its contemporaries.