How Mendeley illuminates a broader definition of impact
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How Mendeley illuminates a broader definition of impact. William Gunn, Ph.D. Head of Academic Outreach Mendeley @ mrgunn. https://orcid.org/0000-0002-3555-2054. ...and aggregates research data in the cloud. Install Mendeley Desktop. Mendeley extracts research data….

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How mendeley illuminates a broader definition of impact

How Mendeley illuminates a broader definition of impact

William Gunn, Ph.D.

Head of Academic Outreach

Mendeley

@mrgunn

https://orcid.org/0000-0002-3555-2054


How mendeley illuminates a broader definition of impact

...and aggregates research data in the cloud

Install Mendeley Desktop

Mendeley extracts research data…

Collecting rich signals

from domain experts.


How mendeley illuminates a broader definition of impact

Cloud Library

Work

Mobile

Home


How mendeley illuminates a broader definition of impact

Shared Folder


How mendeley illuminates a broader definition of impact

Read papers + keep track of notes

470M documents


Taking some misery out of writing

Taking some misery out of writing


Mendeley research catalog

Mendeley Research Catalog


Mendeley research catalog1

Mendeley Research Catalog


New forms of discovery

New forms of discovery

  • Mendeley Suggest

    • personalized recommendations based on reading history

  • related articles

    • relatedness based on document similarity

  • recommender frameworks

    • implement recommendations as a service

  • third-party recommender services

    • serve niche audiences


Information extraction

Information Extraction


How mendeley illuminates a broader definition of impact

We are publishing this data to the LOD cloud

http://code-research.eu/


How mendeley illuminates a broader definition of impact

Connecting researchers

Import

Search

Read

Annotate

Organize

Write


Data we collect

Data we collect

  • Metadata about the paper

    • title, author, tags, annotations, reads, shares, groups

  • Metadata about the researcher

    • discipline, educational status, country, papers they’ve authored, presentations, expertise


How mendeley illuminates a broader definition of impact

2.7M researchers


Defining readership

Defining readership

  • Each document addition is a “read”

  • stamped with metadata describing the context of the read event

  • a read is like a citation, but faster and captures more


Research impacts more than authors

research impacts more than authors


Citations are slow

Citations are slow


How mendeley illuminates a broader definition of impact

Mendeley is fast


Readership vs citations

Readership vs. citations

  • it comes with a payload of metadata

  • it accrues faster

  • it illuminates previously hidden impact


Altmetrics show broader impact

altmetrics show broader impact

http://arxiv.org/html/1203.4745v1


How mendeley illuminates a broader definition of impact

http://dx.doi.org/10.3789/isqv25no2.2013.04


Altmetrics show broader impact1

altmetrics show broader impact

http://www.asis.org/Bulletin/Apr-13/AprMay13_Lin_Fenner.html


Issues to be addressed

Issues To Be Addressed

  • Identity

  • Privacy

  • Attribution

  • Gaming

  • Filtration

standards/

best practice


What would people build if they could get the data

What would people build if they could get the data?

  • Impact Story – get credit for all your work

  • PLOS ALM – article-level metrics for papers

  • Plum Analytics – bespoke analytics for libraries (EBSCO)

  • Altmetric.com – altmetrics for publishers. (Digital Science)


How mendeley illuminates a broader definition of impact

www.mendeley.com

[email protected]

@mrgunn


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