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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
@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
About
                     •     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)
Tuesday, February 12, 13
Standards are familiar, even if you don’t notice




                     Image: DanTaylor   Image: : Joel Washing
Tuesday, February 12, 13
Who is reading published content?




Tuesday, February 12, 13
Who is reading published content?




Tuesday, February 12, 13
We stand on the
                           shoulders of giants...


Tuesday, February 12, 13
The Mighty Citation




Tuesday, February 12, 13
Impact factor




Tuesday, February 12, 13
Thomson-Reuters
                           IMPACT FACTOR




Tuesday, February 12, 13
Two Stanford Students




Tuesday, February 12, 13
They wrote a paper




Tuesday, February 12, 13
They started a company in
              someone’s garage




                           Photo: AP
Tuesday, February 12, 13
Tuesday, February 12, 13
A simple conclusion
                               can be drawn

                           Citations are awesome, aren’t they?
                           A perfect solution to all the world’s
                           problems, no?



Tuesday, February 12, 13
Back to Sir Isaac Newton
                             “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."

Tuesday, February 12, 13
Caveat emptor
                                  Citations
                                  aren’t
                                  always what
                                  we think
                                  they are
Tuesday, February 12, 13
Another problem with citations




Tuesday, February 12, 13
So where to from here?
Tuesday, February 12, 13
Define Altmetrics,
                               Please


Tuesday, February 12, 13
Usage Based Metrics




Tuesday, February 12, 13
Citation of non-traditional content
     Citations to new
     forms of
     communciation
     aren’t as simple
     as one might
     think.

     Define a use of
     this?
                                     Image: Domenico, Caron, Davis, et al.




Tuesday, February 12, 13
Clickstream Analysis




Tuesday, February 12, 13
Social Media Metrics




                           Image: Danny Brown, The State of Social Media Marketing 2012
Tuesday, February 12, 13
Behavioral Metrics




Tuesday, February 12, 13
Multivariate analysis




Tuesday, February 12, 13
OK, it’s important, but
                     what does it mean for
                        MY BUSINESS

Tuesday, February 12, 13
Have you bought
                           something from
                              Amazon?


Tuesday, February 12, 13
Tuesday, February 12, 13
Did you buy
                      something that
                  “other people bought”?


Tuesday, February 12, 13
Tuesday, February 12, 13
Tuesday, February 12, 13
$$$$ One Million Dollars $$$$



Tuesday, February 12, 13
o t        e d
            N nt
                 m  e $$$$
             l e
  $$$$ One Million Dollars
           p
       I m
Tuesday, February 12, 13
Netflix Recommendations: Beyond the 5 stars


    Everything is a Recommendation




Tuesday, February 12, 13
“All I see now is blonde, brunette, redhead”

             What can Netflix
              glean from:
          Several billion item ratings
      Item popularity - along many axis
     Stream plays each - along many axis
      Millions of “queue” additions daily
              Rich item metadata
          User interface interactions
                   Social data
                 External data



Tuesday, February 12, 13
Presenting
             movies is not
             the only game
              to play with
               these data


Tuesday, February 12, 13
Innovation often takes
                          place at the
                    intersection of different
                              fields

Tuesday, February 12, 13
Image: http://www.crispian.net/CrispiansScienceMap.html

Tuesday, February 12, 13
Mapping the World of Science
       Clickstream data yields high-
        resolution maps of science
 Johan Bollen, Herbert Van de Sompel, et al.
                  PLoS One, February 2009




Tuesday, February 12, 13
Mapping the World of Science
       Clickstream data yields high-
        resolution maps of science
 Johan Bollen, Herbert Van de Sompel, et al.
                  PLoS One, February 2009




Tuesday, February 12, 13
So what else can I do?



Tuesday, February 12, 13
Realtime Trend Spotting



Tuesday, February 12, 13
Improve products and
                        customer services



Tuesday, February 12, 13
Editorial applications



Tuesday, February 12, 13
Author services

                  (“How is my book doing?”)



Tuesday, February 12, 13
Marketing applications



Tuesday, February 12, 13
Is anyone really doing
                                 any of this?

                           (Beyond Amazon, Google &
                                   Netflix?)


Tuesday, February 12, 13
Tuesday, February 12, 13
70%




Tuesday, February 12, 13
Tuesday, February 12, 13
Tuesday, February 12, 13
Tuesday, February 12, 13
Issues we face with
                           alternative metrics



Tuesday, February 12, 13
Image: Flickr user karindalziel

Tuesday, February 12, 13
Authorship
                                 -----
                            Disambiguation

                           Contributor Roles

Tuesday, February 12, 13
Basic Definitions
                               Needed

                           (So we are all talking
                           about the same thing)
Tuesday, February 12, 13
More open exchange of
                   component data



Tuesday, February 12, 13
All you need is....
                   Large Amounts of Data
                       Good Analysts
                  Implementation Strategy
                         Creativity
                          Standards
                              (we can only do so much)
Tuesday, February 12, 13
One Very Last Thing…




          Image from Will Lion: http://www.flickr.com/photos/will-lion/2646213692/




Tuesday, February 12, 13
Thank you!
                           Todd Carpenter, Executive Director
                                 tcarpenter@niso.org
                    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

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13 0212 toccon - carpenter altmetrics 2

  • 1. 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
  • 2. @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
  • 3. About • 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) Tuesday, February 12, 13
  • 4. Standards are familiar, even if you don’t notice Image: DanTaylor Image: : Joel Washing Tuesday, February 12, 13
  • 5. Who is reading published content? Tuesday, February 12, 13
  • 6. Who is reading published content? Tuesday, February 12, 13
  • 7. We stand on the shoulders of giants... Tuesday, February 12, 13
  • 10. Thomson-Reuters IMPACT FACTOR Tuesday, February 12, 13
  • 12. They wrote a paper Tuesday, February 12, 13
  • 13. They started a company in someone’s garage Photo: AP Tuesday, February 12, 13
  • 15. A simple conclusion can be drawn Citations are awesome, aren’t they? A perfect solution to all the world’s problems, no? Tuesday, February 12, 13
  • 16. Back to Sir Isaac Newton “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." Tuesday, February 12, 13
  • 17. Caveat emptor Citations aren’t always what we think they are Tuesday, February 12, 13
  • 18. Another problem with citations Tuesday, February 12, 13
  • 19. So where to from here? Tuesday, February 12, 13
  • 20. Define Altmetrics, Please Tuesday, February 12, 13
  • 21. Usage Based Metrics Tuesday, February 12, 13
  • 22. Citation of non-traditional content Citations to new forms of communciation aren’t as simple as one might think. Define a use of this? Image: Domenico, Caron, Davis, et al. Tuesday, February 12, 13
  • 24. Social Media Metrics Image: Danny Brown, The State of Social Media Marketing 2012 Tuesday, February 12, 13
  • 27. OK, it’s important, but what does it mean for MY BUSINESS Tuesday, February 12, 13
  • 28. Have you bought something from Amazon? Tuesday, February 12, 13
  • 30. Did you buy something that “other people bought”? Tuesday, February 12, 13
  • 33. $$$$ One Million Dollars $$$$ Tuesday, February 12, 13
  • 34. o t e d N nt m e $$$$ l e $$$$ One Million Dollars p I m Tuesday, February 12, 13
  • 35. Netflix Recommendations: Beyond the 5 stars Everything is a Recommendation Tuesday, February 12, 13
  • 36. “All I see now is blonde, brunette, redhead” What can Netflix glean from: Several billion item ratings Item popularity - along many axis Stream plays each - along many axis Millions of “queue” additions daily Rich item metadata User interface interactions Social data External data Tuesday, February 12, 13
  • 37. Presenting movies is not the only game to play with these data Tuesday, February 12, 13
  • 38. Innovation often takes place at the intersection of different fields Tuesday, February 12, 13
  • 40. Mapping the World of Science Clickstream data yields high- resolution maps of science Johan Bollen, Herbert Van de Sompel, et al. PLoS One, February 2009 Tuesday, February 12, 13
  • 41. Mapping the World of Science Clickstream data yields high- resolution maps of science Johan Bollen, Herbert Van de Sompel, et al. PLoS One, February 2009 Tuesday, February 12, 13
  • 42. So what else can I do? Tuesday, February 12, 13
  • 44. Improve products and customer services Tuesday, February 12, 13
  • 46. Author services (“How is my book doing?”) Tuesday, February 12, 13
  • 48. Is anyone really doing any of this? (Beyond Amazon, Google & Netflix?) Tuesday, February 12, 13
  • 54. Issues we face with alternative metrics Tuesday, February 12, 13
  • 55. Image: Flickr user karindalziel Tuesday, February 12, 13
  • 56. Authorship ----- Disambiguation Contributor Roles Tuesday, February 12, 13
  • 57. Basic Definitions Needed (So we are all talking about the same thing) Tuesday, February 12, 13
  • 58. More open exchange of component data Tuesday, February 12, 13
  • 59. All you need is.... Large Amounts of Data Good Analysts Implementation Strategy Creativity Standards (we can only do so much) Tuesday, February 12, 13
  • 60. One Very Last Thing… Image from Will Lion: http://www.flickr.com/photos/will-lion/2646213692/ Tuesday, February 12, 13
  • 61. Thank you! Todd Carpenter, Executive Director tcarpenter@niso.org 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