Interactive learning of explainable, situation-adapted decision models
(C02)
Subject Area
Image and Language Processing, Computer Graphics and Visualisation, Human Computer Interaction, Ubiquitous and Wearable Computing
Accounting and Finance
Term
since 2021
Project identifier
Deutsche Forschungsgemeinschaft (DFG) - Project number 438445824
The focus of Project C02 investigates a novel approach through which the space of possible models explaining a certain decision can be explored interactively by a user until a model is found that satisfies the needs of the user in terms of the trade-off between accuracy and model complexity. The project defines and explores a refinement relation that defines a lattice as an explanation space from which explanations can be selected.
DFG Programme
CRC/Transregios
