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Altmetrics
Judit Bar-Ilan
Department of Information Science
Bar-Ilan University, Israel
Scientific revolution in scientometrics?
• Taxonomic change: not only impact on
science, but also on society (Bornmann, 2013)
• “altmetrics will play a significant role in
measuring societal impact”(Bornmann, 2013
in the SIGMETRICS list)
• Scientific revolution or not, bibliometricians
start to take altmetrics into account
– Altmetric indicators can measure (at least
partially) societal impact
Altmetrics – recent achievements
• Altmetric tools
– ImpactStory, Altmetric, Plum Analytics

• Publishers add altmetrics to their site
– PLoS ALM, BMJ

• Post-publication peer-review
– F1000, PubMed, ResearchBlogging

• Studies showing the value of Mendeley
readership counts
– Significant, medium strength correlations with citation
counts
– Seems to be one of the most promising altmetric
indicators
Achievements + Interest ->
Responsibility
•
•
•
•

What to measure?
What is the meaning of the measurements?
How to measure?
What is the quality of the underlying data?
What & how to measure?
• Usage
– Multiple copies

• Popularity
– Tweets are ephemeral
– Shares

• Discussions
– Sentiments
– Different venues

• Not only scholarly peer-reviewed publications
– Books, reports, datasets, applications, software,
presentations, videos, ….
What is the meaning of these
measures?
• Why do users download an article? How are
“views” related to “downloads”?
• Why do they share a link?
• Why do they make use of a dataset?
• Who are the users?
• …
• Note
– Quite easy to “game” the measures
– No gatekeepers
– The “wisdom of crowds”
Data sources
• Twitter
– “Big data”
– Feeds are not comprehensive
– Difficult to monitor
– Even more problematic to reach “historical data”
– Tweets archived at the Library of Congress
Reference managers
• Are they here to stay?
– Connotea, 2collab
– Most popular today:
• Mendeley, CiteULike
• Zotero – data are not aggregated

• Is altmetric analysis high on their list of priorites?
• Data quality
– Entered by users
• Accuracy, multiple records

– Author names
There is a lot to be done !
Good luck!!!

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Altmetrics

  • 1. Altmetrics Judit Bar-Ilan Department of Information Science Bar-Ilan University, Israel
  • 2. Scientific revolution in scientometrics? • Taxonomic change: not only impact on science, but also on society (Bornmann, 2013) • “altmetrics will play a significant role in measuring societal impact”(Bornmann, 2013 in the SIGMETRICS list) • Scientific revolution or not, bibliometricians start to take altmetrics into account – Altmetric indicators can measure (at least partially) societal impact
  • 3. Altmetrics – recent achievements • Altmetric tools – ImpactStory, Altmetric, Plum Analytics • Publishers add altmetrics to their site – PLoS ALM, BMJ • Post-publication peer-review – F1000, PubMed, ResearchBlogging • Studies showing the value of Mendeley readership counts – Significant, medium strength correlations with citation counts – Seems to be one of the most promising altmetric indicators
  • 4. Achievements + Interest -> Responsibility • • • • What to measure? What is the meaning of the measurements? How to measure? What is the quality of the underlying data?
  • 5. What & how to measure? • Usage – Multiple copies • Popularity – Tweets are ephemeral – Shares • Discussions – Sentiments – Different venues • Not only scholarly peer-reviewed publications – Books, reports, datasets, applications, software, presentations, videos, ….
  • 6. What is the meaning of these measures? • Why do users download an article? How are “views” related to “downloads”? • Why do they share a link? • Why do they make use of a dataset? • Who are the users? • … • Note – Quite easy to “game” the measures – No gatekeepers – The “wisdom of crowds”
  • 7. Data sources • Twitter – “Big data” – Feeds are not comprehensive – Difficult to monitor – Even more problematic to reach “historical data” – Tweets archived at the Library of Congress
  • 8. Reference managers • Are they here to stay? – Connotea, 2collab – Most popular today: • Mendeley, CiteULike • Zotero – data are not aggregated • Is altmetric analysis high on their list of priorites? • Data quality – Entered by users • Accuracy, multiple records – Author names
  • 9. There is a lot to be done ! Good luck!!!