13 0212 toccon - carpenter altmetrics 2
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Alternative Metrics
How the future of assessment can improve discovery and delivery of
content
Todd Carpenter, Executive Director, NISOTools of Change Conference, New York, NY
February 12, 2013
Tuesday, February 12, 13
@TAC_NISO Twitter Highlights• So excited to present on #altmetrics today during #tocfbf at #fbf12
• Again, I’m pre-tweeting my presentation. Slides to come! #tocfbf #fbf12
• #NISO = 1/3 Publishers, 1/3 Libraries, 1/3 automation suppliers. Communities converge to develop standards #tocfbf #fbf12
• Standards are everywhere in book publishing, we just don’t notice them anymore. #tocfbf #fbf12
• In 1955 Eugene Garfield published “Citation Indexes for Science” in Science http://bit.ly/xfylwh #tocfbf #fbf12
• Quote: “If I have seen further it is by standing on ye shoulders of Giants." Sir Isaac Newton #tocfbf #fbf12
• Sounds like beginning of a joke: 2 guys at Stanford, they wrote this paper, then started a company in a garage ... #tocfbf #fbf12
• Citations are awesome, aren’t they? A perfect solution to all the world’s problems, no? #tocfbf #fbf12
• Citations aren’t always a measure of quality. They are also a very lagging indicator of impact #tocfbf #fbf12
• #altmetrics a suite of assessment criteria & measures being developed to assess importance of a particular scholarly output #tocfbf #fbf12
• #altmetrics examples: usage analysis, metrics of non-traditional content, observational or behavioral analysis, social media #tocfbf #fbf12
• How 1 can apply #altmetrics Sell related content, spot trends in near-real-time, ID new fields or new services, marketing #tocfbf #fbf12
• Real world #altmetrics examples: http://bit.ly/OzGnGt www.tynt.com http://bit.ly/TcNIh0 http://bit.ly/PknZb4 #tocfbf #fbf12
• Issues needing consensus regarding #altmetrics - Authorship, provenance, definitions of components, privacy, openness #tocfbf #fbf12
Tuesday, February 12, 13
• Non-profit industry trade association accredited by ANSI with 150+ members
• Mission of developing and maintaining technical standards related to information, documentation, discovery and distribution of published materials and media
• Volunteer driven organization: 400+ spread out across the world
• Responsible for standards like ISSN, DOI, Dublin Core metadata, DAISY digital talking books, OpenURL, MARC records, and ISBN (indirectly)
About
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Image: DanTaylor Image: : Joel Washing
Standards are familiar, even if you don’t notice
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Who is reading published content?
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Who is reading published content?
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We stand on the shoulders of giants...
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The Mighty Citation
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Impact factor
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Thomson-Reuters IMPACT FACTOR
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Two Stanford Students
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They wrote a paper
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They started a company in someone’s garage
Photo: APTuesday, February 12, 13
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Citations are awesome, aren’t they?
A perfect solution to all the world’s problems, no?
A simple conclusion can be drawn
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“What Des-Cartes did was a good step. You have added much several ways, & especially in taking ye colours of thin plates into philosophical consideration. If I have seen further it is by standing on ye shoulders of Giants."
Back to Sir Isaac Newton
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Citations aren’t always what we think they are
Caveat emptor
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Another problem with citations
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So where to from here?Tuesday, February 12, 13
Define Altmetrics, Please
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Usage Based Metrics
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Image: Domenico, Caron, Davis, et al.
Citation of non-traditional content
Citations to new forms of communciation aren’t as simple as one might think.
Define a use of this?
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Clickstream Analysis
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Social Media Metrics
Image: Danny Brown, The State of Social Media Marketing 2012
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Behavioral Metrics
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Multivariate analysis
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OK, it’s important, but what does it mean for
MY BUSINESS
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Have you bought something from
Amazon?
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Did you buy something that
“other people bought”?
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$$$$ One Million Dollars $$$$
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$$$$ One Million Dollars $$$$
Not
Implemented
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Everything is a Recommendation
Netflix Recommendations: Beyond the 5 stars
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What can Netflix glean from:
Several billion item ratingsItem popularity - along many axis
Stream plays each - along many axisMillions of “queue” additions daily
Rich item metadataUser interface interactions
Social dataExternal data
“All I see now is blonde, brunette, redhead”
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Presenting movies is not the only game to play with these data
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Innovation often takes place at the
intersection of different fields
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Image: http://www.crispian.net/CrispiansScienceMap.html
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Clickstream data yields high-resolution maps of science
Johan Bollen, Herbert Van de Sompel, et al. PLoS One, February 2009
Mapping the World of Science
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Clickstream data yields high-resolution maps of science
Johan Bollen, Herbert Van de Sompel, et al. PLoS One, February 2009
Mapping the World of Science
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So what else can I do?
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Realtime Trend Spotting
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Improve products and customer services
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Editorial applications
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Author services
(“How is my book doing?”)
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Marketing applications
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Is anyone really doing any of this?
(Beyond Amazon, Google & Netflix?)
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70%
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Issues we face with alternative metrics
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Image: Flickr user karindalziel
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Authorship-----
Disambiguation
Contributor Roles
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Basic Definitions Needed
(So we are all talking about the same thing)
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More open exchange of component data
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Large Amounts of DataGood Analysts
Implementation StrategyCreativityStandards
(we can only do so much)
All you need is....
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One Very Last Thing…
Image from Will Lion: http://www.flickr.com/photos/will-lion/2646213692/
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Thank you!
Todd Carpenter, Executive [email protected]
National Information Standards Organization (NISO)3600 Clipper Mill Road, Suite 302
Baltimore, MD 21211 USA+1 (301) 654-2512
www.niso.org
Tuesday, February 12, 13