openaire-coar conference 2014: content mining in practice: challenges and opportunities for...
DESCRIPTION
Presentation at the OpenAIRE-COAR Conference: "Open Access Movement to Reality: Putting the Pieces Together", Athens - May 21-22, 2014. Session 3: Maximizing the exploitation of open research results through text mining. Content Mining in Practice: Challenges and opportunities for publishers, by Cameron Neylon - Advocacy Director for PLOSTRANSCRIPT
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Mining,&Myths&and&the&ParthenonSearching*for*a*narrative*of*value*and*values
Cameron(Neylon(–(OpenAire/COAR(Meeting(–(Athens22(May(2014(<(@cameronneylon(–([email protected]
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https://www.flickr.com/photos/lamnatos/4520967783 CC BY
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Myths…
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http://www.flickr.com/photos/10101046@N06/3484426248 CC BY
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5http://www.flickr.com/photos/rosemania/86741023 CC BY
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6http://www.flickr.com/photos/michiganmoves/3375583341 CC BY-SA
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Myth'1Researchers'don’t'want'TDM
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Researchers&need'TDM…
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…but&ask&for&faster&horses
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Myth'2“TDM'will'crush'our'servers…”
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PLOS&ONE&Traffic&over&six&months
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8250
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22/04/2017 31/05/2017 09/07/2017 17/08/2017 26/09/2017
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8250
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22/04/2017 31/05/2017 09/07/2017 17/08/2017 26/09/2017
PLOS&ONE&Traffic&over&six&months
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http://www.reddit.com/r/science/comments/1hv933/a_mere_60_minutes_of_aerobic_exercise_could/
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18
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0
7500
15000
22500
30000
Daily average Daily peak Reddit DDOS Text mining
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0
6250
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18750
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0
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0
1250
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3750
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If&you&can’t&manage&TDM,&you’re¬&competent&to&run&a&
modern&web&service
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Myth'3“This'isn’t'core'business/revenue”
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26http://www.flickr.com/photos/markwalker/3749673425 CC BY-SA
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“Publishing”&is&no&longer&a&USP
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http://www.flickr.com/photos/spence_sir/2291938423 CC-BY
It’s¬&filtering…
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29http://www.flickr.com/photos/58558794@N07/8682293085 CC BY
…it’s&annotation
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30US Defence Department: 090807-N-5749W-394.jpg
It’s¬&distribution…
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http://www.flickr.com/photos/65208723@N07/6032293799 CC BY
…it’s&dissemination
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“If'we'allow'TDM'Peter'MurrayBRust'will'distribute'all'of'our'content”
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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
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How&do&we&do&this?
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Licensing&is¬&sufficient…
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http://almreports.plos.org/reports/visualizations/9939
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http://www.flickr.com/photos/jwyg/4528443760/ CC-BY-SA
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40http://www.flickr.com/photos/theincidental/3459777668 CC BY
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Other&people&do&this&for&us…
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…so&control&is&in&direct&tension&with&dissemination
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Enabling'TDM&is&core&business&for&scholarly&publishers…
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…in&serving&all'of&our&customers&and&users…
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…and&will&become&a&core&market&differentiator
Search: PLOS blogs content mining
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Impact
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Impact
Research
Economic
Cultural
Education
Health
Environment
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Impact
Research
Economic
Cultural
Education
Health
Environment
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Research
Economic
Cultural
Education
Health
Environment
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Research
Economic
Cultural
Education
Health
Environment
Research
Outputs
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Research
Economic
Cultural
Education
Health
Environment
Research
Outputs
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Research
Research
Outputs
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Research
Research
Outputs
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Research
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Research
Citation
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Research
Bookmark
Citation
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Research
Bookmark
Citation
Previous co-authorship
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Research
Bookmark
Citation
Previous co-authorship
Conference co-attendance
Social media conversation
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http://www.flickr.com/photos/verzo/8020565592/ CC BY
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Counting…?
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…isn’t much use
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Not the end of
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“Stories that persuade with data” Anita de Waard
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“Stories that persuade with data” Anita de Waard
evidence
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Building models…
https://www.flickr.com/photos/karen_roe/7616234498 CC BY
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…testing models
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https://www.flickr.com/photos/ell-r-brown/4655401891 CC BY
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85
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http://flickr.com/photos/virtualsugar/316200555/ CC-BY