Practicing Data Science Responsibly
Rahul BhargavaResearch Scientist
Civic Media Group - MIT Media [email protected]
@rahulbot
Deloitte Data Science ForumJune 2, 2016
Rahul BhargavaMIT Center for Civic [email protected]@rahulbot
Deloitte Data Science ForumJune 2, 2016
Rahul BhargavaMIT Center for Civic [email protected]@rahulbot
Discrimination in Online Ad DeliveryLatanya SweeneyHarvard University
Riding with the StarsAnthony TockarNeustar, 2014
InCodingJoy BuolamwiniMIT Media Lab, 2016
Deloitte Data Science ForumJune 2, 2016
Rahul BhargavaMIT Center for Civic [email protected]@rahulbot
responsibledata creation
responsibledata impacts
responsibledata use
InCodingFacebook news feed
Facebook emotion studyUS NSA SkyNet program
etc.
Google ad resultsTiger Mom Tax – ProPublicaAmazon same-day delivery
etc.
NYC Taxi recordsOKCupid profiles
etc.
Deloitte Data Science ForumJune 2, 2016
Rahul BhargavaMIT Center for Civic [email protected]@rahulbot
?
consumer bill of rightsdata breach legislation
protect studentsidentify discrimination
revise ECPAand more…
new ethics review standards
data-aware grant makingcase studies & curriculaspaces to talk about this
standards for data-sharing
and more…
Deloitte Data Science ForumJune 2, 2016
Rahul BhargavaMIT Center for Civic [email protected]@rahulbot
define & maintain your org’s values
do algorithmic QA
set up internal & external review boards
innovate with others in your field to create norms
Rahul’s recommendations:
Deloitte Data Science ForumJune 2, 2016
Rahul BhargavaMIT Center for Civic [email protected]@rahulbot
Are you being responsible?
Turn to your neighbor and talk about how you are approaching this. Do you have strategies for being responsible in the creation, impact and use of your data science work? What is working for you, and what isn’t?
Top Related