As data scientists, our impact on the world is growing more significant every day. But what are the concrete steps we can make to become more responsible data scientists? In this session, we introduce you to the realm of responsible data science and how to embed ethics into your technology. Tanja Ubert and Gabriella Obispa will share their vision on how we need to include responsibility into our work with data. What questions do we need to ask, what responsibility do we, as specialists, have to take on collecting, using and implementing data solutions in our world?
- Why responsible data science?
- A practical entry point to embedding ethics into your data team and organization
- Value sensitive design – values in your technology innovations
- Workshop self-assessment current projects, the data ethics framework: how to start implementing transparency, accountability and fairness: design the first version of a (redefined) guideline to start towards responsible data science
- Ethical dialogue: share insights in groups – the start of a community.