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Alternative Metrics How the future of assessment can improve discovery and delivery of content Todd Carpenter, Executive Director, NISO Tools of Change Conference, New York, NY February 12, 2013 Tuesday, February 12, 13

description

Todd Carpenter presentation at the O'Reily Tools of Change conference TOCCON in New York, NY.

Transcript of 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

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@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

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• 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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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

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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

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