The 7 Levels of Open Science
PhD ->
My Open Source Contributions since 2007
2007
2009
2013
2011
2015
2017
Commit Volume
IEEE Visualization 2014
MDPI Informatics 2017
CVPR 2018
IEEE Visualization 2018
From openhub.net and github.com/haehn
Open Source
Open Access
Open Data and Material
Open Standards
Open Science
Fully Reproducible Science
The 7 Levels of Open Science
... but there are really 10!
LEVEL
MINUS ONE
Research behind pay-wall!
RIP Aaron Swartz
LEVEL
ZERO
Paper available on personal or group website
LEVEL
ONE
Paper available on personal or group website
Code available
or other repositories that support version control
LEVEL
TWO
Paper available on personal or group website
Code available
Data available
versioning and unique identifiers (HDL, DOI)
no good alternatives yet
LEVEL
THREE
Paper available on personal or group website
Code available
Data available
Parameters/Models/Results available
This is reproducible science!
DOIs for code with
https://guides.github.com/activities/citable-code/
LEVEL
FOUR
Paper available on personal or group website
Code available
Data available
Parameters/Models/Results available
(Raw) Material available
LEVEL
FIVE
Paper available on personal or group website
Code available
Data available
Parameters/Models/Results available
(Raw) Material available
}
This is reproducible science forever!
could be
License needs to be permissive!
LEVEL
SIX
+
Paper, Code, Data, Parameters, Material
LEVEL
SEVEN
+
Paper, Code, Data, Parameters, Material
and declared analysis plans
+
+
LEVEL
SEVEN+
Encourage your audience to develop the open science mindset
THANK YOU!