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Reusable Science
Metadata Workshop e-infrastructures Austria
Tim Head
Wild Tree Tech
22 June 2016
Tim Head (WTT) 22 June 2016 2
Science makes progress when ...
Tim Head (WTT) 22 June 2016 3
... yesterday’s Nobel Prize becomes boring.
Tim Head (WTT) 22 June 2016 4
The Nobel Prize for physics is in this year given for
the invention of the maser and the laser.
— B. Edlén, 1964
Tim Head (WTT) 22 June 2016 5
Tim Head (WTT) 22 June 2016 6
This year’s Nobel prize in physics is shared between three scientists - Nicolaas Bloembergen
and Arthur Schawlow, both from the United States, and Kai Siegbahn from Sweden - for their
contributions to the development of two important spectroscopic methods - laser
spectroscopy and electron spectroscopy.
— Ingvar Lindgren, 1981
Tim Head (WTT) 22 June 2016 7
The Royal Swedish Academy of Sciences has decided to award this year’s Nobel Prize for
Physics jointly to three physicists for ”development of methods to cool and trap atoms with
laser light”.
— Bengt Nagel, 1997
Tim Head (WTT) 22 June 2016 8
Science makes progress when
yesterday’s Nobel Prize becomes boring.
Tim Head (WTT) 22 June 2016 9
Tim Head (WTT) 22 June 2016 10
Tim Head (WTT) 22 June 2016 11
... but why?
Tim Head (WTT) 22 June 2016 12
Diversity!
Tim Head (WTT) 22 June 2016 13
Solution: publish everything!
Tim Head (WTT) 22 June 2016 14
The Narrative
journals, pre-prints, blogs, ....
Tim Head (WTT) 22 June 2016 15
The Code
github + zenodo
Tim Head (WTT) 22 June 2016 16
The Data
figshare, re3data, zenodo, ...
Tim Head (WTT) 22 June 2016 17
The Environment?
Tim Head (WTT) 22 June 2016 18
The Environment!
Tim Head (WTT) 22 June 2016 19
The Environment!
In the form of a Dockerfile
Tim Head (WTT) 22 June 2016 20
Demo
sourmash - https://github.com/dib-lab/sourmash
LIGO - https://github.com/minrk/ligo-binder
Machine-learning - http://betatim.github.io/posts/stop-ensemble-growth-early/
Tim Head (WTT) 22 June 2016 21
Interjection: Training
Tim Head (WTT) 22 June 2016 22
Prototyping Solutions
Binder Everware Everpub
Advertising: I work on two of these, they are open-source, join us!
Tim Head (WTT) 22 June 2016 23
What is it good for?
• Attempting to reuse other people’s work becomes cheap again
• Alternative metrics for research impact
• The Interactive Publication
• Open-source philosophy applied to science
Tim Head (WTT) 22 June 2016 24
Nanos gigantum humeris insidentes.
Tim Head (WTT) 22 June 2016 25
Tim Head
 tim@wildtreetech.com
 betatim
 betatim
Tim Head (WTT) 22 June 2016 26

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