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!

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!

The 7 Levels of Open Science

By Daniel Haehn

The 7 Levels of Open Science

Machine Psychology at UMass Boston. See https://mpsych.org!

  • 297

More from Daniel Haehn