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Mining,&Myths&and&the&Parthenon
Searching*for*a*narrative*of*value*and*values
Cameron(Neylon(–(OpenAire/COAR(Meeting(–(Athens
22(May(2014(<(@cameronneylon(–(cneylon@plos.org
1
2
https://www.flickr.com/photos/lamnatos/4520967783 CC BY
Myths…
http://www.flickr.com/photos/10101046@N06/3484426248 CC BY
5
http://www.flickr.com/photos/rosemania/86741023 CC BY
6
http://www.flickr.com/photos/michiganmoves/3375583341 CC BY-SA
Myth'1

Researchers'don’t'want'TDM
Researchers&need'TDM…
…but&ask&for&faster&horses
Myth'2

“TDM'will'crush'our'servers…”
OpenAIRE-COAR conference 2014: Content Mining in Practice: Challenges and opportunities for publishers, by Cameron Neylon - PLOS
PLOS&ONE&Traffic&over&six&months
15
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2750
5500
8250
11000
22/04/2017 31/05/2017 09/07/2017 17/08/2017 26/09
PLOS&ONE&Traffic&over&six&months
16
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17
http://www.reddit.com/r/science/comments/1hv933/
a_mere_60_minutes_of_aerobic_exercise_could/
18
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7500
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22500
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Daily average Daily peak Reddit DDOS Text mining
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If&you&can’t&manage&TDM,&
you’re&not&competent&to&run&a&
modern&web&service
Myth'3

“This'isn’t'core'business/revenue”
26
http://www.flickr.com/photos/markwalker/3749673425 CC BY-SA
“Publishing”&is&no&longer&a&USP
http://www.flickr.com/photos/spence_sir/2291938423 CC-BY
It’s&not&filtering…
29
http://www.flickr.com/photos/58558794@N07/8682293085 CC BY
…it’s&annotation
30
US Defence Department: 090807-N-5749W-394.jpg
It’s&not&distribution…
http://www.flickr.com/photos/65208723@N07/6032293799 CC BY
…it’s&dissemination
“If'we'allow'TDM'Peter'MurrayBRust'
will'distribute'all'of'our'content”
Our&core&business&is&to&get&authors’&work&in&
the&hands&of&those&who&can&use&it
http://www.flickr.com/photos/thebarrowboy/7646188700 CC BY
How&do&we&do&this?
OpenAIRE-COAR conference 2014: Content Mining in Practice: Challenges and opportunities for publishers, by Cameron Neylon - PLOS
36
Licensing&is&not&sufficient…
http://almreports.plos.org/reports/visualizations/9939
http://www.flickr.com/photos/jwyg/4528443760/ CC-BY-SA
40
http://www.flickr.com/photos/theincidental/3459777668 CC BY
Other&people&do&this&for&us…
…so&control&is&in&direct&
tension&with&dissemination
Enabling'TDM&is&core&business&
for&scholarly&publishers…
…in&serving&all'of&our&
customers&and&users…
…and&will&become&a&core&
market&differentiator
Search: PLOS blogs content mining
OpenAIRE-COAR conference 2014: Content Mining in Practice: Challenges and opportunities for publishers, by Cameron Neylon - PLOS
Impact
Impact
Research
Economic
Cultural
Education
Health
Environment
Impact
Research
Economic
Cultural
Education
Health
Environment
Research
Economic
Cultural
Education
Health
Environment
Research
Economic
Cultural
Education
Health
Environment
Research
Outputs
Research
Economic
Cultural
Education
Health
Environment
Research
Outputs
Research
Research
Outputs
Research
Research
Outputs
Research
Research
Citation
Research
Bookmark
Citation
Research
Bookmark
Citation
Previous
co-authorship
Research
Bookmark
Citation
Previous
co-authorship
Conference
co-attendance
Social media
conversation
OpenAIRE-COAR conference 2014: Content Mining in Practice: Challenges and opportunities for publishers, by Cameron Neylon - PLOS
OpenAIRE-COAR conference 2014: Content Mining in Practice: Challenges and opportunities for publishers, by Cameron Neylon - PLOS
OpenAIRE-COAR conference 2014: Content Mining in Practice: Challenges and opportunities for publishers, by Cameron Neylon - PLOS
OpenAIRE-COAR conference 2014: Content Mining in Practice: Challenges and opportunities for publishers, by Cameron Neylon - PLOS
OpenAIRE-COAR conference 2014: Content Mining in Practice: Challenges and opportunities for publishers, by Cameron Neylon - PLOS
OpenAIRE-COAR conference 2014: Content Mining in Practice: Challenges and opportunities for publishers, by Cameron Neylon - PLOS
OpenAIRE-COAR conference 2014: Content Mining in Practice: Challenges and opportunities for publishers, by Cameron Neylon - PLOS
http://www.flickr.com/photos/verzo/8020565592/ CC BY
http://www.flickr.com/photos/andrein/372192048/ CC BY-SA
OpenAIRE-COAR conference 2014: Content Mining in Practice: Challenges and opportunities for publishers, by Cameron Neylon - PLOS
OpenAIRE-COAR conference 2014: Content Mining in Practice: Challenges and opportunities for publishers, by Cameron Neylon - PLOS
OpenAIRE-COAR conference 2014: Content Mining in Practice: Challenges and opportunities for publishers, by Cameron Neylon - PLOS
https://www.flickr.com/photos/see-through-the-eye-of-g/5392290809 CC BY
https://www.flickr.com/photos/jenny-pics/3239638494 CC BY
https://www.flickr.com/photos/garycycles2/2575676610 CC BY
https://www.flickr.com/photos/53487196@N08/5439253136 CC BY
Counting…?
https://www.flickr.com/photos/ivanwalsh/5082958705 CC BY
…isn’t much use
Not the end of
https://www.flickr.com/photos/oimax/4373114560 CC BY
“Stories that persuade with data”
Anita de Waard
“Stories that persuade with data”
Anita de Waard
evidence
Building models…
https://www.flickr.com/photos/karen_roe/7616234498 CC BY
…testing models
https://www.flickr.com/photos/wwworks/4255117217/ CC BY
OpenAIRE-COAR conference 2014: Content Mining in Practice: Challenges and opportunities for publishers, by Cameron Neylon - PLOS
https://www.flickr.com/photos/ell-r-brown/4655401891 CC BY
85
https://www.flickr.com/photos/telemax/4734543265 CC BY-SA
http://flickr.com/photos/virtualsugar/316200555/ CC-BY
@cameronneylon
cneylon@plos.org
http://cameronneylon.net

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