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made available by Paul Keller under a CC-BY-2.0 license
Thursday, 14 July 2011
made available by Paul Keller under a CC-BY-2.0 license
well .. sort of.
Thursday, 14 July 2011
data in the digital age
kaitlin thaneyaustin big data user group, 13 july 2011
austin, texas
Thursday, 14 July 2011
xi. background
Thursday, 14 July 2011
about me
about me
sameAs
expattechnologistopen science
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technology companypublisher link
london, nyc, tokyo
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investment armincubator rolein-house dev
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tiered approachbuild to scale
researcher-focused
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<text>
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about
1815
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first geological map“strata”
reputation
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data ... metadata / markup
experimentationmetrics
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1. science is changing
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1. science is changing(and the research workflow)
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research
idea
experiment
lit review
materials
publish
share results
retestanalyze
collect data
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blocking points
idea
experiment
lit review
materials
publish
share results
retestanalyze
collect data
(to name a few ... )
Thursday, 14 July 2011
types of information
idea
protocolsparameters
content
the non-digital “stuff”
articlesproceedings
share results
retestanalysissynthesis
datasets
(will revisit later)
prof activitiesmentorship
patents
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text texttext
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remaining roadblocksspecialisation of tools (+/-)
interoperabilityaccessibility
design decisionsthe “social issue”
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2. focus areas
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(3)
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knowledge discovery
software applications
research management
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knowledge discovery
software applications
research management
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data ...content, compounds,
collections
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text texttext
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can fine-tune
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name disambiguation
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10,11-dihydro-5-methyl-5H-dibenzo[b,e][1,4]diazepin-11-one
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knowledge discovery
software applications
research management
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gigabytes, not terabytes
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CC-BY-2.0 - Plaxco Lab - http://www.flickr.com/photos/34857812@N04/
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better trackingis needed
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the non-digital
+ordering
processing
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protocols parameterscalibrationliterature
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parameters
the non-digital
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about
the non-digital
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not just tracking, but organisation +
analysis
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Thursday, 14 July 2011
000s100s200s300s400s500s600s
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000s100s200s300s400s500s600s
... philosophy/psychreligionsocial sci...lang, natsci, mathstech/appliedsci
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000s100s200s300s400s500s600s
computersciphilosophy/psychreligionsocial sci...lang, natsci, mathstech/appliedsci
problems
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spatial, topical mappingarbitrary, heuristic
difficult to edit
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knowledge discovery
software applications
research management
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data capture(of a different sort)
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tools for decision makers (research admin / funders)
using technology to spur cultural shift
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existing system is imperfect
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“Right now we're going through a Cambrian explosion of metrics.”
- Johan Bollen
Nature 465, 864-866 (2010) | doi:10.1038/465864a
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citation / impact factorh - index
weighted citations (eigenfactor, sjr)“betweenness centrality”
alt-metrics, etc.
a wealth of mechanisms exist ...
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challenges :harmonisation
track /maintainjudgement calls
external pressures
Thursday, 14 July 2011
measurements still stuck in the paper
metaphor
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what do we want on the back of our (science) baseball
cards?
“
“- paul groth (et al.)
UK folks, think Top Trumps
*
*
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4. our goal
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software that understands science
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software that understands scientists
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reflect changes in digital research
account for new “data”
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more efficient researchincrease productivityaccelerate discovery
shift culture
Thursday, 14 July 2011
thank you.
k.thaney@digital-science.comwww.digital-science.com
Thursday, 14 July 2011
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