↓ Skip to main content

Inferring Tie Strength from Online Directed Behavior

Overview of attention for article published in PLOS ONE, January 2013
Altmetric Badge

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 (99th percentile)
  • High Attention Score compared to outputs of the same age and source (98th percentile)

Mentioned by

news
6 news outlets
blogs
3 blogs
twitter
61 X users
facebook
4 Facebook pages
googleplus
5 Google+ users

Citations

dimensions_citation
146 Dimensions

Readers on

mendeley
203 Mendeley
citeulike
2 CiteULike
You are seeing a free-to-access but limited selection of the activity Altmetric has collected about this research output. Click here to find out more.
Title
Inferring Tie Strength from Online Directed Behavior
Published in
PLOS ONE, January 2013
DOI 10.1371/journal.pone.0052168
Pubmed ID
Authors

Jason J. Jones, Jaime E. Settle, Robert M. Bond, Christopher J. Fariss, Cameron Marlow, James H. Fowler

Abstract

Some social connections are stronger than others. People have not only friends, but also best friends. Social scientists have long recognized this characteristic of social connections and researchers frequently use the term tie strength to refer to this concept. We used online interaction data (specifically, Facebook interactions) to successfully identify real-world strong ties. Ground truth was established by asking users themselves to name their closest friends in real life. We found the frequency of online interaction was diagnostic of strong ties, and interaction frequency was much more useful diagnostically than were attributes of the user or the user's friends. More private communications (messages) were not necessarily more informative than public communications (comments, wall posts, and other interactions).

X Demographics

X Demographics

The data shown below were collected from the profiles of 61 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 203 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Germany 4 2%
France 3 1%
United States 3 1%
United Kingdom 3 1%
Portugal 1 <1%
Australia 1 <1%
Italy 1 <1%
Ireland 1 <1%
Russia 1 <1%
Other 3 1%
Unknown 182 90%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 61 30%
Student > Master 34 17%
Researcher 28 14%
Professor 14 7%
Student > Bachelor 11 5%
Other 34 17%
Unknown 21 10%
Readers by discipline Count As %
Computer Science 55 27%
Social Sciences 52 26%
Business, Management and Accounting 12 6%
Psychology 12 6%
Medicine and Dentistry 7 3%
Other 38 19%
Unknown 27 13%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 115. 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 06 July 2023.
All research outputs
#358,231
of 25,204,906 outputs
Outputs from PLOS ONE
#5,082
of 218,640 outputs
Outputs of similar age
#2,475
of 294,058 outputs
Outputs of similar age from PLOS ONE
#95
of 4,793 outputs
Altmetric has tracked 25,204,906 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 218,640 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 15.7. This one has done particularly well, scoring higher than 97% 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 294,058 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 99% of its contemporaries.
We're also able to compare this research output to 4,793 others from the same source and published within six weeks on either side of this one. This one has done particularly well, scoring higher than 98% of its contemporaries.