Understanding
The synthesis group Understanding deals with the concept of understanding and its meaning in the context of explainable artificial intelligence (XAI). Its focus is on the distinction between two main aspects of understanding as a result of the explanation process: comprehension ("knowing that") and enabledness ("knowing how"). The group also differentiates between shallow and deep understanding. As part of their interdisciplinary research, which combines computer science, linguistics, sociology and psychology, a definition of understanding and its forms, as well as its evaluation and dynamics in everyday life, is being investigated.
Contact Persons
Member - Professor - Project Leader A02
Phone: +49 521 106-12171
E-mail: hbuschme@uni-bielefeld.de
Member - Professor - Project Leader A01, A04
Office: H4.122
Phone: +49 5251 60-2897
E-mail: heike.buhl@uni-paderborn.de
Web: Homepage
Member - Professor - Project Leader A04
Phone: +49 521 106-3711
E-mail: friederike.kern@uni-bielefeld.de
Members
Member - Project Leader A02
Office: TP6.2.305
Phone: +49 5251 60-4310
E-mail: angela.grimminger@uni-paderborn.de
Web: Homepage
Member - Doctoral Researcher B05
Phone: +49 521 106-86521
E-mail: helen.beierling@uni-bielefeld.de
Member - Doctoral Researcher A01
Office: ZM2.B.02.26
E-mail: josephine.beryl.fisher@uni-paderborn.de
Web: Homepage
Member - Doctoral Researcher A05
Phone: +49 521 106-67952
E-mail: agross@techfak.uni-bielefeld.de
Member - Project Leader B03, Ö
Office: Y2.210
Phone: +49 5251 60-5337
E-mail: ilona.horwath@uni-paderborn.de
Web: Homepage
Member - Doctoral Researcher Ö
Office: Y2.222
Phone: +49 5251 60-5162
E-mail: nils.klowait@uni-paderborn.de
Web: Homepage
Member - Doctoral Researcher A02
Office: ZM2.B.02.41
E-mail: stefan.lazarov@uni-paderborn.de
Web: Homepage
Member - Doctoral Researcher Ö
Office: F2.201
Phone: +49 5251 60-6484
E-mail: michael.lenke@uni-paderborn.de
Web: Homepage
Member - Doctoral Researcher A04
Phone: +49 521 106-12132
E-mail: vivien.lohmer@uni-bielefeld.de
Speaker - Project Leader A01, A05, Z
Office: TP6.2.304
Phone: +49 5251 60-5717
E-mail: katharina.rohlfing@uni-paderborn.de
Web: Homepage
Member - Project Leader A05, C01, C04, RTG
Office: H4.129
Phone: +49 5251 60-2900
E-mail: ingrid.scharlau@uni-paderborn.de
Web: Homepage
Member - Doctoral Researcher A05
Office: ZM2.B.02.26
E-mail: amit.singh@uni-paderborn.de
Web: Homepage
Member - Doctoral Researcher A04
Office: F2.416
Phone: +49 5251 60-6603
E-mail: lutz.terfloth@uni-paderborn.de
Web: Homepage
Member - Project Leader B05
Phone: +49 521 106-67884
E-mail: anna-lisa.vollmer@uni-bielefeld.de
Member - Doctoral Researcher C04
E-mail: annedore.wilmes@uni-paderborn.de
Web: Homepage
Member - Project Leader A03, A05, Ö
Phone: +49 521 106-67885
E-mail: bwrede@techfak.uni-bielefeld.de
Publications
Forms of Understanding of XAI-Explanations
H. Buschmeier, H.M. Buhl, F. Kern, A. Grimminger, H. Beierling, J. Fisher, A. Groß, I. Horwath, N. Klowait, S. Lazarov, M. Lenke, V. Lohmer, K. Rohlfing, I. Scharlau, A. Singh, L. Terfloth, A.-L. Vollmer, Y. Wang, A. Wilmes, B. Wrede, ArXiv:2311.08760 (2023).
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