Projects from Jun. Prof. Dr. Suzana Alpsancar
Applied ethics with a focus on technology ethics in the digital world
TRR 318 - Ethics and normativity of explainable AI ( Subproject B06)
Research on explaining and explainability needs ethical reflection, because explanations can be used to manipulate users or to create acceptance for a technology that is ethically or legally unacceptable. Moreover, designing explainability to meet ethical demands (e.g., justifiability, accountability, autonomy) must not necessarily be in line with ...
Duration: 07/2023 - 06/2025
Funded by: DFG
SAIL: SustAInable Life-cycle of Intelligent Socio-Technical Systems
Current systems that incorporate AI technology mainly target the introduction phase, where a core component is training and adaptation of AI models based on given example data. SAIL’s focus on the full life-cycle moves the current emphasis towards sustainable long-term development in real life. The joint project SAIL addresses both basic research ...
Duration: 08/2022 - 07/2026
Funded by: MKW NRW
TRR 318 - Constructing Explainability
In unserer digitalen Gesellschaft nehmen die algorithmischen Ansätze (wie das maschinelle Lernen) rasant an Komplexität zu. Diese erschwert es den Bürger:innen, die Assistenz nachzuvollziehen und die von Algorithmen vorgeschlagenen Entscheidungen zu akzeptieren. Als Antwort auf diese gesellschaftliche Herausforderung hat die Forschung begonnen, ...
Duration: 07/2021 - 06/2025
Funded by: DFG