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David De Roure
 @dder
New Forms of Data
for e-Research
DIRECTOR, UNIVERSITY OF OXFORD E-RESEARCH CENTRE
ChristineBorgman
More people
Moremachines
Big Data
Big Compute
Conventional
Computation
“Big Social”
Social Networks
e-infrastructure
online
R&D
New forms
of data
deeply
about
society
Thefuture
New Forms of Data
▶ Internet data, derived from social
media and other online interactions
(including data gathered by
connected people and devices, eg
mobile devices, wearable
technology, Internet of Things)
▶ Tracking data, monitoring the
movement of people and objects
(including GPS/geolocation data,
traffic and other transport sensor
data, CCTV images etc)
▶ Satellite and aerial imagery (eg
Google Earth, Landsat, infrared,
radar mapping etc) http://www.oecd.org/sti/sci-tech/new-data-for-
understanding-the-human-condition.htm
New Research Questions
▶ Social media data offers
the possibility of studying
social processes as they
unfold at the level of
populations, as an
alternative to traditional
surveys or interviews.
▶ The data from social media
is described as "qualitative
data on a quantitative
scale" and requires
innovative analysis
techniques.
Social media
data and real
time
analytics
New Social Processes
FundraisingThroughDigital:Howclicktivists,slacktivistsand
hacktivistsarehelpingusbeatcancersooner—MichaelDocherty
Photographs: Cancer Research UK
Social Media Triangle
social media
data and
analytics
social media for
engagement with
research
social media
as a subject
of research
Sam McGregor
A rehearsal for the future
▶  The Internet of Things
describes a world in which
everyday objects are
connected to a network so that
data can be shared
▶  But it is really as much about
people as the inanimate object
▶  It is impossible to anticipate
all the social changes that
could be created by connecting
billions of devices
https://www.gov.uk/government/publications/internet-of-things-blackett-review
F i r s t
Social	
  Machines	
  Defini/on	
  TBL	
  
Pip Willcox
“Panoptes has been designed so
that it’s easier for us to update
and maintain, and to allow
more powerful tools for project
builders. It’s also open source
from the start, and if you find
bugs or have suggestions about
the new site you can note them
on Github (or, if you’re so
inclined, contribute to the
codebase yourself).”
"	
  
http://blog.zooniverse.org/2015/06/29/a-whole-new-zooniverse/
http://monsterspedia.wikia.com/wiki/File:Argus-Panoptes.jpg
Panoptes
Data Detect Store AnalyticsFilter Analysts
@dder
Edwards, P. N., et al. (2013) Knowledge Infrastructures: Intellectual Frameworks and
Research Challenges. Ann Arbor: Deep Blue. http://hdl.handle.net/2027.42/97552
A computationally-enabled
sense-making network of
expertise, data, software,
models and narratives
Big Data, in a
Big Data Centre
The	
  R	
  Dimensions	
  
Research	
  Objects	
  facilitate	
  research	
  that	
  is	
  
reproducible,	
  repeatable,	
  replicable,	
  reusable,	
  
referenceable,	
  retrievable,	
  reviewable,	
  
replayable,	
  re-­‐interpretable,	
  reprocessable,	
  
recomposable,	
  reconstructable,	
  repurposable,	
  
reliable,	
  respecDul,	
  reputable,	
  revealable,	
  
recoverable,	
  restorable,	
  reparable,	
  refreshable?”	
  
@dder 14 April 2014
sci	
  method	
  
access	
  
understand	
  
new	
  use	
  
social	
  
cura/on	
  
Research	
  
Object	
  
Principles	
  
De Roure, D. 2014. The future
of scholarly communications.
Insights: the UKSG journal,
27, (3), 233-238.
DOI 10.1629/2048-7754.171
ATI	
  intersec/ons	
  
•  Established computationally demanding social science
includes simulation, modelling
•  Social media analytics, working with real time data
and not just text but image and video
•  Conducting analyses and visualisations interactively
•  Data linkage, and protection of privacy, are
algorithmically demanding
•  Revisiting established methods, for example in
machine learning
•  Cybersecurity
david.deroure@oerc.ox.ac.uk @dder
http://www.slideshare.net/davidderoure/new-forms-of-data-for-eresearch
www.oerc.ox.ac.uk	

david.deroure@oerc.ox.ac.uk	

@dder

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New Forms of Data for e-Research

  • 1. David De Roure @dder New Forms of Data for e-Research DIRECTOR, UNIVERSITY OF OXFORD E-RESEARCH CENTRE
  • 3. More people Moremachines Big Data Big Compute Conventional Computation “Big Social” Social Networks e-infrastructure online R&D New forms of data deeply about society Thefuture
  • 4. New Forms of Data ▶ Internet data, derived from social media and other online interactions (including data gathered by connected people and devices, eg mobile devices, wearable technology, Internet of Things) ▶ Tracking data, monitoring the movement of people and objects (including GPS/geolocation data, traffic and other transport sensor data, CCTV images etc) ▶ Satellite and aerial imagery (eg Google Earth, Landsat, infrared, radar mapping etc) http://www.oecd.org/sti/sci-tech/new-data-for- understanding-the-human-condition.htm
  • 5. New Research Questions ▶ Social media data offers the possibility of studying social processes as they unfold at the level of populations, as an alternative to traditional surveys or interviews. ▶ The data from social media is described as "qualitative data on a quantitative scale" and requires innovative analysis techniques. Social media data and real time analytics
  • 7. Social Media Triangle social media data and analytics social media for engagement with research social media as a subject of research Sam McGregor
  • 8. A rehearsal for the future ▶  The Internet of Things describes a world in which everyday objects are connected to a network so that data can be shared ▶  But it is really as much about people as the inanimate object ▶  It is impossible to anticipate all the social changes that could be created by connecting billions of devices https://www.gov.uk/government/publications/internet-of-things-blackett-review
  • 9. F i r s t
  • 10. Social  Machines  Defini/on  TBL   Pip Willcox
  • 11.
  • 12. “Panoptes has been designed so that it’s easier for us to update and maintain, and to allow more powerful tools for project builders. It’s also open source from the start, and if you find bugs or have suggestions about the new site you can note them on Github (or, if you’re so inclined, contribute to the codebase yourself).” "   http://blog.zooniverse.org/2015/06/29/a-whole-new-zooniverse/ http://monsterspedia.wikia.com/wiki/File:Argus-Panoptes.jpg Panoptes
  • 13. Data Detect Store AnalyticsFilter Analysts @dder
  • 14. Edwards, P. N., et al. (2013) Knowledge Infrastructures: Intellectual Frameworks and Research Challenges. Ann Arbor: Deep Blue. http://hdl.handle.net/2027.42/97552
  • 15. A computationally-enabled sense-making network of expertise, data, software, models and narratives Big Data, in a Big Data Centre
  • 16. The  R  Dimensions   Research  Objects  facilitate  research  that  is   reproducible,  repeatable,  replicable,  reusable,   referenceable,  retrievable,  reviewable,   replayable,  re-­‐interpretable,  reprocessable,   recomposable,  reconstructable,  repurposable,   reliable,  respecDul,  reputable,  revealable,   recoverable,  restorable,  reparable,  refreshable?”   @dder 14 April 2014 sci  method   access   understand   new  use   social   cura/on   Research   Object   Principles   De Roure, D. 2014. The future of scholarly communications. Insights: the UKSG journal, 27, (3), 233-238. DOI 10.1629/2048-7754.171
  • 17. ATI  intersec/ons   •  Established computationally demanding social science includes simulation, modelling •  Social media analytics, working with real time data and not just text but image and video •  Conducting analyses and visualisations interactively •  Data linkage, and protection of privacy, are algorithmically demanding •  Revisiting established methods, for example in machine learning •  Cybersecurity