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Managing a (Different) Data Deluge
Cameron Neylon – SPARC OA Meeting
Kansas City – 4 March 2014

http://www.flickr.com/photos/fraz5356/4754482759 CC-BY
Growth of Open Access Publishing
Wellcome Trust Funded Research Papers
400

PLOS ONE
PLOS Neglected Tropical Diseases
PLOS Pathogens

Published Articles

300

200

100

0
2006

2007

2008

2009

2010

2011

2012

Year

3
Scale of PLOS ONE

100 papers
Scale of PLOS ONE

100 papers a day
Scholarly
Communication
Services
Readers/Institutions

Traditional
Subscription
Business
Readers/Institutions

Authors/Institutions

APC-funded
Open Access
Business

Funders/Infrastructure
You used to buy content…

http://www.flickr.com/photos/daquellamanera/5916937992 CC-BY
You now buy services…

http://www.flickr.com/photos/benzado/3968712449 CC-BY
Do you know what you’re buying?

http://www.flickr.com/photos/drachmann/327122302 CC-BY-SA

11
What did your
institution publish
last year?
http://www.flickr.com/photos/nauright/7396770362 CC BY-SA
…and how
confident of that
number are you?
http://www.flickr.com/photos/mattymatt/3017263513 CC-BY-SA

13
Who funded them?

http://www.flickr.com/photos/mukumbura/4052671706 CC BY-SA
…and can the
publisher guarantee
compliance?

http://www.flickr.com/photos/biscuitsmlp/3044867827 CC-BY
Is it in the right
repositories?

http://www.flickr.com/photos/manc/1427691715 CC BY-SA
Quality of service...

http://www.flickr.com/photos/62337512@N00/3958637561 CC BY
…how much
did you pay?

http://www.flickr.com/photos/59937401@N07/5857426536 CC BY-SA
How much of
this can you
measure?

http://www.flickr.com/photos/pinksherbet/3209939998 CC-BY
http://www.flickr.com/photos/jdhancock/3760104591 CC-BY
Your ad hoc systems…

http://www.flickr.com/photos/jdhancock/3760104591 CC-BY
Your manual systems…

http://www.flickr.com/photos/jdhancock/3760104591 CC-BY
Will not scale to 100%

http://www.flickr.com/photos/jdhancock/3760104591CC-BY
Will not scale to 50%

http://www.flickr.com/photos/jdhancock/3760104591 CC-BY
Will not scale to 10%

http://www.flickr.com/photos/jdhancock/3760104591 CC-BY
What.
Where.
Funder.
…compliance guarantees
…repository deposit…
Volume matters…

http://www.flickr.com/photos/jugglerpm/2591493036/ CC BY
Share infrastructure…

http://www.flickr.com/photos/71401718@N00/3175521546 CC BY
SHARE infrastructure…?

http://www.flickr.com/photos/71401718@N00/3175521546 CC BY
Identifiers, systems,
transfer protocols
…capturing up front
…at the core of your systems
A spreadsheet is a sign
of impending doom…
http://www.flickr.com/photos/71401718@N00/3175521546 CC BY
…but all that…
…is still not enough
http://www.flickr.com/photos/60057912@N00/4699834026 CC BY
Shared systems, ids,
infrastructure…which can
be updated over time
Scholarly
Communication
Services
Scholarly
Communication
Services
You now buy services…

http://www.flickr.com/photos/benzado/3968712449 CC-BY
!

!
Figure%
1.!Difference!between!grant!end!date!and!publication!date.!The!distribution!shows!
that!most!papers!published!by!PLOS!are!published!prior!to!the!end!of!at!least!one!grant!
associated!with!the!paper!(based!on!Financial!disclosure).!Around!10%!of!articles!are!
Data and the ability to share
it is core to your success
A question of architecture…

http://www.flickr.com/photos/yakobusan/2436481628 CC-BY
…which needs foundations

http://www.flickr.com/photos/56380734@N05/7852142720 CC-BY-SA

52
Author as customer
changes the balance…

http://www.flickr.com/photos/snowpeak/8538918661/ CC BY
Institution as customer
changes the balance…

http://www.flickr.com/photos/snowpeak/8538918661/ CC BY
Know your workflows…
Use common identifiers…
Share data through
standard and public APIs
http://www.flickr.com/photos/swanksalot/5120308569 CC BY-SA
@cameronneylon
http://cameronneylon.net
cneylon@plos.org

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