Data Considerations for Responsible Data-Driven Systems
Veranstaltungsart:
- CRC 876 - Topical Seminar
Data-driven systems collect, process and generate data from user interactions. To ensure these processes are responsible, we constrain them with a variety of social, legal, and ethical norms. In this talk, I will discuss several considerations for responsible data governance. I will show how responsibility concepts can be operationalized and highlight the computational and normative challenges that arise when these principles are implemented in practice.
Abstract -- Data-driven systems collect, process and generate data from user interactions. To ensure these processes are responsible, we constrain them with a variety of social, legal, and ethical norms. In this talk, I will discuss several considerations for responsible data governance. I will show how responsibility concepts can be operationalized and highlight the computational and normative challenges that arise when these principles are implemented in practice.
