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Published byBathsheba Conley Modified over 9 years ago
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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
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...and aggregates research data in the cloud Mendeley extracts research data… Install Mendeley Desktop Collecting rich signals from domain experts.
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Home Work Mobile Cloud Library
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Shared Folder
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Read papers + keep track of notes 470M documents
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Taking some misery out of writing
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Mendeley Research Catalog
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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
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Information Extraction
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We are publishing this data to the LOD cloud http://code-research.eu/
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Connecting researchers Search Read Annotate Organize Write Import
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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
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2.7M researchers
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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
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research impacts more than authors
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Citations are slow
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Mendeley is fast
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Readership vs. citations it comes with a payload of metadata it accrues faster it illuminates previously hidden impact
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http://arxiv.org/html/1203.4745v1 altmetrics show broader impact
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http://dx.doi.org/10.3789/isqv25no2.2013.04
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http://www.asis.org/Bulletin/Apr-13/AprMay13_Lin_Fenner.html altmetrics show broader impact
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Issues To Be Addressed Identity Privacy Attribution Gaming Filtration standards/ best practice
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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)
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www.mendeley.com william.gunn@mendeley.com @mrgunn
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