We are in an exciting new era of scientific discovery with a greatly expanded range of possibilities due to big data, computation, and crowd participation
Melanie SwanTechnophysicist, Blockchain Theorist, Philosophy, Purdue University at Institute for Blockchain Studies
1. Science and Society
How can big-picture science thinking
help society and vice-versa?
Melanie Swan
m@melanieswan.com
January 9, 2014
Vieques, Puerto Rico
Slides: http://slideshare.net/LaBlogga
3. 3 billion new Internet Users by 2020
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0
Impact: Majority of worldwide population starting to access
and self-enable with science and technology
January 9, 2014
FQXi
Source: Peter Diamandis, Singularity University, July 2013
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4. Global Population: Growing and Aging
January 9, 2014
FQXi
Source: UN Habitat – 2010
http://avondaleassetmanagement.blogspot.com/2012/05/japan-aging-population.html
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5. Human Urbanization: Living in Cities
Over 50% worldwide population in 2008
5 billion in 2030 (estimated)
January 9, 2014
FQXi
Source: Copenhagen Pollution Levels, MIT Senseable City Lab
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7. Wireless Internet-of-Things (IOT)
Image credit: Cisco
January 9, 2014
FQXi
Source: Swan, M. Sensor Mania! The Internet of Things, Objective Metrics, and the
Quantified Self 2.0. J Sens Actuator Netw (2012) 1(3), 217-253.
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8. 12 billion Internet-connected devices 2016
Usual computing
gadgetry (e.g.;
smartphones) and
everyday objects: cars,
food, clothing,
appliances, buildings,
roads
Embedded chips in 5%
of human-constructed
objects (2012)1
January 9, 2014
FQXi
3 year doubling cycle
Source: http://www.businessinsider.com/growth-in-the-internet-of-things-2013-10?IR=T
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Vinge, V. Who’s Afraid of First Movers? The Singularity Summit 2012
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9. Defining Trend of Current Era: Big Data
Annual data creation in zettabytes (10007 bytes)
90% of the world’s data created in the last 2 years
2 year doubling cycle
January 9, 2014
FQXi
Source: Mary Meeker, Internet Trends, http://www.kpcb.com/insights/2013-internet-trends
http://www.intel.com/content/dam/www/public/us/en/documents/white-papers/healthcare-leveraging-big-data-paper.pdf
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10. Expanded Concept of Conduct of Science
1.
Larger Scope of Activity
Computational complement to every field
Theoretical
Experimental
Observational
Computational
Applied
Discovery speed-ups due to modeling, simulation, and prediction
Shift from characterization to pro-active construction in tight
feedback loops enabling new fields: synthetic biology
January 9, 2014
FQXi
Source: Kido, Swan, et al. Systematic evaluation of personal genome services. Nature:
Journal of Human Genetics (2013) 58, 734–741.
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11. Expanded Concept of Conduct of Science
2. Larger Scale of Activity
Harnessing technology-driven crowd models
Institutional
Research
Crowdsourced
Participation
Citizen Science
Organized
Quantified Self
Data Analysis
Peer Studies
Data Competitions
DIY Community
Data Collection
Serious Gaming
3D Bioprinting
Faster, lower-cost, orders-of-magnitude scale-up (permutation)
The crowd as big data processing nodes
January 9, 2014
FQXi
Source: Swan, M. Crowdsourced Health Research Studies. J Med Internet Res (2012)
14(2):e46.
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12. Information Connects Science and Society
Wholly different relation to information
Formerly everything signal, now 99% noise
Exception, variability, probability, patterns, prediction
New kinds of information
Longitudinal baseline measures, normal deviation patterns,
contingency adjustments, anomaly, emergence
Multiple data analysis paradigms: time, frequency, episode, cycle
New kinds of models supplementing scientific method
Machine learning, hierarchical representation, neural networks,
information visualization
January 9, 2014
FQXi
Source: Swan, M. The Quantified Self. Big Data (2013) 1(2): 85-99.
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14. Summary: Science and Society
New era of scientific discovery with a greatly
expanded range of possibilities due to big data,
computation, and crowd participation
Our attunement to technology as an enabling
background helps us see the possibilities for the true
meaningfulness of our being - Heidegger
January 9, 2014
FQXi
Source: Heidegger, M. The Question Concerning Technology (1954).
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15. Science and Society
Thank you!
Melanie Swan
m@melanieswan.com
January 9, 2014
Vieques, Puerto Rico
Slides: http://slideshare.net/LaBlogga