SlideShare una empresa de Scribd logo
1 de 24
1
2
Traditional supplementary data has its place and remains valuable, but…




                                                                          3
…that is not what I will be speaking about today…




                                                    4
…I am talking about integrating supplementary data in context. In the case of
working with PANGAEA, data is not only in context, but visualized. Publishers need to
work to integrate third-party data repositories into the context of related articles.
How to scale this though?


More information about the PANGAEA repository here:
http://www.pangaea.de/
More information about this collaboration here:
http://www.elsevier.com/wps/find/authored_newsitem.cws_home/companynews05
_01616




                                                                                        5
Another example of supplementary data integrated and visualized in context.




                                                                              6
7
8
Manual entity linking while having its place, is difficult to scale and…




                                                                           9
Will not be what I am discussing today (but remember this example for later).
Instead…




                                                                                10
…I will be discussing automated entity extraction which has a number of benefits
including.
        •Easily extendable to new / other entities
        •Works retrospectively on older content
        •Does create recall / precision errors (not actually a benefit, but important to
        note)

Furthermore…




                                                                                           11
…with links directly in the text…




                                    12
…data and information is integrated in context…




                                                  13
1. Colours & tags genes, proteins, molecule names
2. Clicking shows a summary of features for the term (ie: sequence or 2D structure)
3. User can click on links in the pop-up leading out to more information
The Reflect integration also links to information in context…




                                                                                      14
Reflect integration in ScienceDirect was a result of EMBL winning the Elsevier Grand
Challenge.
“The Elsevier Grand Challenge: Knowledge Enhancement in the Life Sciences is a
contest created to improve the way scientific information is communicated and
used. The contest invites members of the scientific community to describe and
prototype a tool to improve the interpretation and identification of meaning in
(online) journals and text databases relating to the life sciences. Specifically we are
looking for new ways to:
improve the process/methods/results of creating, reviewing and editing scientific
content
interpret, visualize or connect the knowledge more effectively, and/or
provide tools/ideas for measuring the impact of these improvements.” -
http://www.elseviergrandchallenge.com/description.html

On route to a scalable model?




                                                                                          15
Remember this example from earlier? Integrating PDB content in context will greatly
enhance the user experience (watch for this change). Things are improving fast, but
how to keep up with it all?




                                                                                      16
17
Q: How can we scale the PANGAEA, NextBio and Reflect model to its full potential?
A: By opening up our platform to third-party developers to develop applications in
context on Scopus and ScienceDirect.


“SciVerse Applications is the place to find and market applications, or collaborate
with the scientific community to create applications.” -
http://www.info.sciverse.com/sciverse-applications




                                                                                      18
Platform built on the (open source) Apache Shindig framework for Open Social
gadgets and RESTful APIs. Customer entitlements for ScienceDirect and Scopus
remain the same for users.




                                                                               19
Applications can be developed in context in multiple locations throughout
ScienceDirect, Scopus, and Hub Beta.




                                                                            20
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Connecting Publications and Data

  • 1. 1
  • 2. 2
  • 3. Traditional supplementary data has its place and remains valuable, but… 3
  • 4. …that is not what I will be speaking about today… 4
  • 5. …I am talking about integrating supplementary data in context. In the case of working with PANGAEA, data is not only in context, but visualized. Publishers need to work to integrate third-party data repositories into the context of related articles. How to scale this though? More information about the PANGAEA repository here: http://www.pangaea.de/ More information about this collaboration here: http://www.elsevier.com/wps/find/authored_newsitem.cws_home/companynews05 _01616 5
  • 6. Another example of supplementary data integrated and visualized in context. 6
  • 7. 7
  • 8. 8
  • 9. Manual entity linking while having its place, is difficult to scale and… 9
  • 10. Will not be what I am discussing today (but remember this example for later). Instead… 10
  • 11. …I will be discussing automated entity extraction which has a number of benefits including. •Easily extendable to new / other entities •Works retrospectively on older content •Does create recall / precision errors (not actually a benefit, but important to note) Furthermore… 11
  • 12. …with links directly in the text… 12
  • 13. …data and information is integrated in context… 13
  • 14. 1. Colours & tags genes, proteins, molecule names 2. Clicking shows a summary of features for the term (ie: sequence or 2D structure) 3. User can click on links in the pop-up leading out to more information The Reflect integration also links to information in context… 14
  • 15. Reflect integration in ScienceDirect was a result of EMBL winning the Elsevier Grand Challenge. “The Elsevier Grand Challenge: Knowledge Enhancement in the Life Sciences is a contest created to improve the way scientific information is communicated and used. The contest invites members of the scientific community to describe and prototype a tool to improve the interpretation and identification of meaning in (online) journals and text databases relating to the life sciences. Specifically we are looking for new ways to: improve the process/methods/results of creating, reviewing and editing scientific content interpret, visualize or connect the knowledge more effectively, and/or provide tools/ideas for measuring the impact of these improvements.” - http://www.elseviergrandchallenge.com/description.html On route to a scalable model? 15
  • 16. Remember this example from earlier? Integrating PDB content in context will greatly enhance the user experience (watch for this change). Things are improving fast, but how to keep up with it all? 16
  • 17. 17
  • 18. Q: How can we scale the PANGAEA, NextBio and Reflect model to its full potential? A: By opening up our platform to third-party developers to develop applications in context on Scopus and ScienceDirect. “SciVerse Applications is the place to find and market applications, or collaborate with the scientific community to create applications.” - http://www.info.sciverse.com/sciverse-applications 18
  • 19. Platform built on the (open source) Apache Shindig framework for Open Social gadgets and RESTful APIs. Customer entitlements for ScienceDirect and Scopus remain the same for users. 19
  • 20. Applications can be developed in context in multiple locations throughout ScienceDirect, Scopus, and Hub Beta. 20
  • 21. 21
  • 22. 22
  • 23. 23
  • 24. 24