---
_id: '61324'
author:
- first_name: Petra
full_name: Wagner, Petra
last_name: Wagner
- first_name: Stefan
full_name: Kopp, Stefan
last_name: Kopp
citation:
ama: 'Wagner P, Kopp S. Timing and synchronization of multimodal signals in explanations.
In: Rohlfing KJ, Främling K, Alpsancar S, Thommes K, Lim BY, eds. Social Explainable
AI. Springer; 2026:433-446. doi:10.1007/978-981-96-5290-7_22'
apa: Wagner, P., & Kopp, S. (2026). Timing and synchronization of multimodal
signals in explanations. In K. J. Rohlfing, K. Främling, S. Alpsancar, K. Thommes,
& B. Y. Lim (Eds.), Social Explainable AI (pp. 433–446). Springer.
https://doi.org/10.1007/978-981-96-5290-7_22
bibtex: '@inbook{Wagner_Kopp_2026, title={Timing and synchronization of multimodal
signals in explanations}, DOI={10.1007/978-981-96-5290-7_22},
booktitle={Social Explainable AI}, publisher={Springer}, author={Wagner, Petra
and Kopp, Stefan}, editor={Rohlfing, Katharina J. and Främling, Kary and Alpsancar,
Suzana and Thommes, Kirsten and Lim, Brian Y.}, year={2026}, pages={433–446} }'
chicago: Wagner, Petra, and Stefan Kopp. “Timing and Synchronization of Multimodal
Signals in Explanations.” In Social Explainable AI, edited by Katharina
J. Rohlfing, Kary Främling, Suzana Alpsancar, Kirsten Thommes, and Brian Y. Lim,
433–46. Springer, 2026. https://doi.org/10.1007/978-981-96-5290-7_22.
ieee: P. Wagner and S. Kopp, “Timing and synchronization of multimodal signals in
explanations,” in Social Explainable AI, K. J. Rohlfing, K. Främling, S.
Alpsancar, K. Thommes, and B. Y. Lim, Eds. Springer, 2026, pp. 433–446.
mla: Wagner, Petra, and Stefan Kopp. “Timing and Synchronization of Multimodal Signals
in Explanations.” Social Explainable AI, edited by Katharina J. Rohlfing
et al., Springer, 2026, pp. 433–46, doi:10.1007/978-981-96-5290-7_22.
short: 'P. Wagner, S. Kopp, in: K.J. Rohlfing, K. Främling, S. Alpsancar, K. Thommes,
B.Y. Lim (Eds.), Social Explainable AI, Springer, 2026, pp. 433–446.'
date_created: 2025-09-17T10:16:49Z
date_updated: 2026-03-19T13:58:53Z
department:
- _id: '660'
doi: 10.1007/978-981-96-5290-7_22
editor:
- first_name: Katharina J.
full_name: Rohlfing, Katharina J.
last_name: Rohlfing
- first_name: Kary
full_name: Främling, Kary
last_name: Främling
- first_name: Suzana
full_name: Alpsancar, Suzana
last_name: Alpsancar
- first_name: Kirsten
full_name: Thommes, Kirsten
last_name: Thommes
- first_name: Brian Y.
full_name: Lim, Brian Y.
last_name: Lim
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
page: 433-446
project:
- _id: '112'
name: 'TRR 318; TP A02: Verstehensprozess einer Erklärung beobachten und auswerten'
- _id: '111'
name: 'TRR 318; TP A01: Adaptives Erklären'
publication: Social Explainable AI
publication_identifier:
eisbn:
- 978-981-96-5290-7
publication_status: published
publisher: Springer
quality_controlled: '1'
related_material:
link:
- relation: original
url: https://link.springer.com/chapter/10.1007/978-981-96-5290-7_22
status: public
title: Timing and synchronization of multimodal signals in explanations
type: book_chapter
user_id: '57578'
year: '2026'
...
---
_id: '61112'
author:
- first_name: Katharina J.
full_name: Rohlfing, Katharina J.
id: '50352'
last_name: Rohlfing
orcid: 0000-0002-5676-8233
- first_name: Anna-Lisa
full_name: Vollmer, Anna-Lisa
last_name: Vollmer
- first_name: Angela
full_name: Grimminger, Angela
id: '57578'
last_name: Grimminger
citation:
ama: 'Rohlfing KJ, Vollmer A-L, Grimminger A. Practices: How to establish an explaining
practice. In: Rohlfing K, Främling K, Thommes K, Alpsancar S, Lim BY, eds. Social
Explainable AI. Springer; 2026. doi:10.1007/978-981-96-5290-7_5'
apa: 'Rohlfing, K. J., Vollmer, A.-L., & Grimminger, A. (2026). Practices: How
to establish an explaining practice. In K. Rohlfing, K. Främling, K. Thommes,
S. Alpsancar, & B. Y. Lim (Eds.), Social Explainable AI. Springer.
https://doi.org/10.1007/978-981-96-5290-7_5'
bibtex: '@inbook{Rohlfing_Vollmer_Grimminger_2026, title={Practices: How to establish
an explaining practice}, DOI={10.1007/978-981-96-5290-7_5},
booktitle={Social Explainable AI}, publisher={Springer}, author={Rohlfing, Katharina
J. and Vollmer, Anna-Lisa and Grimminger, Angela}, editor={Rohlfing, Katharina
and Främling, Kary and Thommes, Kirsten and Alpsancar, Suzana and Lim, Brian Y.},
year={2026} }'
chicago: 'Rohlfing, Katharina J., Anna-Lisa Vollmer, and Angela Grimminger. “Practices:
How to Establish an Explaining Practice.” In Social Explainable AI, edited
by Katharina Rohlfing, Kary Främling, Kirsten Thommes, Suzana Alpsancar, and Brian
Y. Lim. Springer, 2026. https://doi.org/10.1007/978-981-96-5290-7_5.'
ieee: 'K. J. Rohlfing, A.-L. Vollmer, and A. Grimminger, “Practices: How to establish
an explaining practice,” in Social Explainable AI, K. Rohlfing, K. Främling,
K. Thommes, S. Alpsancar, and B. Y. Lim, Eds. Springer, 2026.'
mla: 'Rohlfing, Katharina J., et al. “Practices: How to Establish an Explaining
Practice.” Social Explainable AI, edited by Katharina Rohlfing et al.,
Springer, 2026, doi:10.1007/978-981-96-5290-7_5.'
short: 'K.J. Rohlfing, A.-L. Vollmer, A. Grimminger, in: K. Rohlfing, K. Främling,
K. Thommes, S. Alpsancar, B.Y. Lim (Eds.), Social Explainable AI, Springer, 2026.'
date_created: 2025-09-02T14:33:16Z
date_updated: 2026-03-20T09:11:58Z
department:
- _id: '660'
doi: 10.1007/978-981-96-5290-7_5
editor:
- first_name: Katharina
full_name: Rohlfing, Katharina
last_name: Rohlfing
- first_name: Kary
full_name: Främling, Kary
last_name: Främling
- first_name: Kirsten
full_name: Thommes, Kirsten
last_name: Thommes
- first_name: Suzana
full_name: Alpsancar, Suzana
last_name: Alpsancar
- first_name: Brian Y.
full_name: Lim, Brian Y.
last_name: Lim
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
project:
- _id: '112'
name: 'TRR 318; TP A02: Verstehensprozess einer Erklärung beobachten und auswerten'
- _id: '111'
name: 'TRR 318; TP A01: Adaptives Erklären'
- _id: '115'
name: 'TRR 318; TP A05: Echtzeitmessung der Aufmerksamkeit im Mensch-Roboter-Erklärdialog'
- _id: '123'
name: TRR 318 - Subproject B5
publication: Social Explainable AI
publication_identifier:
eisbn:
- 978-981-96-5290-7
publication_status: epub_ahead
publisher: Springer
quality_controlled: '1'
related_material:
link:
- relation: original
url: https://link.springer.com/chapter/10.1007/978-981-96-5290-7_5
status: public
title: 'Practices: How to establish an explaining practice'
type: book_chapter
user_id: '57578'
year: '2026'
...
---
_id: '63031'
author:
- first_name: Anna Lena
full_name: Menne, Anna Lena
id: '118085'
last_name: Menne
orcid: 0009-0008-0744-9165
- first_name: Christian
full_name: Schulz, Christian
id: '72684'
last_name: Schulz
citation:
ama: 'Menne AL, Schulz C. Social Context in Human-AI Interaction (HAI): Towards
a Theoretical Framework Based on Multi-Perspectival Imaginaries. In: Stephanidis
C, Antona M, Ntoa S, Salvendy G, eds. HCI International 2026 Posters: 28th
International Conference on Human-Computer Interaction, HCI 2026, Montreal, Canada,
July 26-31, 2026, Proceedings. Communications in Computer and Information
Science (CCIS). Springer International Publishing.'
apa: 'Menne, A. L., & Schulz, C. (n.d.). Social Context in Human-AI Interaction
(HAI): Towards a Theoretical Framework Based on Multi-Perspectival Imaginaries.
In C. Stephanidis, M. Antona, S. Ntoa, & G. Salvendy (Eds.), HCI International
2026 Posters: 28th International Conference on Human-Computer Interaction, HCI
2026, Montreal, Canada, July 26-31, 2026, Proceedings. Springer International
Publishing.'
bibtex: '@inproceedings{Menne_Schulz, series={Communications in Computer and Information
Science (CCIS)}, title={Social Context in Human-AI Interaction (HAI): Towards
a Theoretical Framework Based on Multi-Perspectival Imaginaries}, booktitle={HCI
International 2026 Posters: 28th International Conference on Human-Computer Interaction,
HCI 2026, Montreal, Canada, July 26-31, 2026, Proceedings}, publisher={Springer
International Publishing}, author={Menne, Anna Lena and Schulz, Christian}, editor={Stephanidis,
Constantine and Antona, Margherita and Ntoa, Stavroula and Salvendy, Gavriel},
collection={Communications in Computer and Information Science (CCIS)} }'
chicago: 'Menne, Anna Lena, and Christian Schulz. “Social Context in Human-AI Interaction
(HAI): Towards a Theoretical Framework Based on Multi-Perspectival Imaginaries.”
In HCI International 2026 Posters: 28th International Conference on Human-Computer
Interaction, HCI 2026, Montreal, Canada, July 26-31, 2026, Proceedings, edited
by Constantine Stephanidis, Margherita Antona, Stavroula Ntoa, and Gavriel Salvendy.
Communications in Computer and Information Science (CCIS). Springer International
Publishing, n.d.'
ieee: 'A. L. Menne and C. Schulz, “Social Context in Human-AI Interaction (HAI):
Towards a Theoretical Framework Based on Multi-Perspectival Imaginaries,” in HCI
International 2026 Posters: 28th International Conference on Human-Computer Interaction,
HCI 2026, Montreal, Canada, July 26-31, 2026, Proceedings, Montreal.'
mla: 'Menne, Anna Lena, and Christian Schulz. “Social Context in Human-AI Interaction
(HAI): Towards a Theoretical Framework Based on Multi-Perspectival Imaginaries.”
HCI International 2026 Posters: 28th International Conference on Human-Computer
Interaction, HCI 2026, Montreal, Canada, July 26-31, 2026, Proceedings, edited
by Constantine Stephanidis et al., Springer International Publishing.'
short: 'A.L. Menne, C. Schulz, in: C. Stephanidis, M. Antona, S. Ntoa, G. Salvendy
(Eds.), HCI International 2026 Posters: 28th International Conference on Human-Computer
Interaction, HCI 2026, Montreal, Canada, July 26-31, 2026, Proceedings, Springer
International Publishing, n.d.'
conference:
end_date: 2026-07-31
location: Montreal
name: 'HCI International 2026: 28th International Conference on Human-Computer Interaction'
start_date: 2026-07-26
date_created: 2025-12-11T10:14:17Z
date_updated: 2026-03-21T08:30:00Z
department:
- _id: '757'
editor:
- first_name: 'Constantine '
full_name: 'Stephanidis, Constantine '
last_name: Stephanidis
- first_name: Margherita
full_name: Antona, Margherita
last_name: Antona
- first_name: Stavroula
full_name: Ntoa, Stavroula
last_name: Ntoa
- first_name: Gavriel
full_name: Salvendy, Gavriel
last_name: Salvendy
language:
- iso: eng
project:
- _id: '109'
name: 'TRR 318: Erklärbarkeit konstruieren'
publication: 'HCI International 2026 Posters: 28th International Conference on Human-Computer
Interaction, HCI 2026, Montreal, Canada, July 26-31, 2026, Proceedings'
publication_status: accepted
publisher: Springer International Publishing
series_title: Communications in Computer and Information Science (CCIS)
status: public
title: 'Social Context in Human-AI Interaction (HAI): Towards a Theoretical Framework
Based on Multi-Perspectival Imaginaries'
type: conference
user_id: '72684'
year: '2026'
...
---
_id: '59747'
author:
- first_name: Christian
full_name: Schulz, Christian
id: '72684'
last_name: Schulz
citation:
ama: 'Schulz C. Das Imaginäre der Plattformen: Soziale Medien als Infrastrukturen
der Anerkennung. In: Eickelmann J, Mämecke T, Ruschemeier H, Waldmann M, eds.
Tausend Plattformen: Plattformforschung nach dem Digital Services Act.
Büchner Verlag.'
apa: 'Schulz, C. (n.d.). Das Imaginäre der Plattformen: Soziale Medien als Infrastrukturen
der Anerkennung. In J. Eickelmann, T. Mämecke, H. Ruschemeier, & M. Waldmann
(Eds.), Tausend Plattformen: Plattformforschung nach dem Digital Services Act.
Büchner Verlag.'
bibtex: '@inbook{Schulz, place={Marburg}, title={Das Imaginäre der Plattformen:
Soziale Medien als Infrastrukturen der Anerkennung}, booktitle={Tausend Plattformen:
Plattformforschung nach dem Digital Services Act}, publisher={Büchner Verlag},
author={Schulz, Christian}, editor={Eickelmann, Jennifer and Mämecke, Thorben and
Ruschemeier, Hannah and Waldmann, Maximilian} }'
chicago: 'Schulz, Christian. “Das Imaginäre der Plattformen: Soziale Medien als
Infrastrukturen der Anerkennung.” In Tausend Plattformen: Plattformforschung
nach dem Digital Services Act, edited by Jennifer Eickelmann, Thorben Mämecke,
Hannah Ruschemeier, and Maximilian Waldmann. Marburg: Büchner Verlag, n.d.'
ieee: 'C. Schulz, “Das Imaginäre der Plattformen: Soziale Medien als Infrastrukturen
der Anerkennung,” in Tausend Plattformen: Plattformforschung nach dem Digital
Services Act, J. Eickelmann, T. Mämecke, H. Ruschemeier, and M. Waldmann,
Eds. Marburg: Büchner Verlag.'
mla: 'Schulz, Christian. “Das Imaginäre der Plattformen: Soziale Medien als Infrastrukturen
der Anerkennung.” Tausend Plattformen: Plattformforschung nach dem Digital
Services Act, edited by Jennifer Eickelmann et al., Büchner Verlag.'
short: 'C. Schulz, in: J. Eickelmann, T. Mämecke, H. Ruschemeier, M. Waldmann (Eds.),
Tausend Plattformen: Plattformforschung nach dem Digital Services Act, Büchner
Verlag, Marburg, n.d.'
date_created: 2025-05-01T12:55:28Z
date_updated: 2026-03-21T08:30:22Z
department:
- _id: '11'
editor:
- first_name: 'Jennifer '
full_name: 'Eickelmann, Jennifer '
last_name: Eickelmann
- first_name: 'Thorben '
full_name: 'Mämecke, Thorben '
last_name: Mämecke
- first_name: Hannah
full_name: Ruschemeier, Hannah
last_name: Ruschemeier
- first_name: Maximilian
full_name: Waldmann, Maximilian
last_name: Waldmann
language:
- iso: ger
place: Marburg
project:
- _id: '1202'
name: TRR 318 - Teilprojekt IRG PB - Developing a symmetric mental models approach
publication: 'Tausend Plattformen: Plattformforschung nach dem Digital Services Act'
publication_status: submitted
publisher: Büchner Verlag
status: public
title: 'Das Imaginäre der Plattformen: Soziale Medien als Infrastrukturen der Anerkennung'
type: book_chapter
user_id: '72684'
year: '2026'
...
---
_id: '64789'
author:
- first_name: Fabian
full_name: Beer, Fabian
last_name: Beer
- first_name: Christian
full_name: Schulz, Christian
id: '72684'
last_name: Schulz
citation:
ama: 'Beer F, Schulz C. AI has never been “inherently interpretable”: On a paradoxical
origin of eXplainable AI (XAI). RESET Journal (Recherches sciences sociale
sur internet) Special Issue: Towards New Social and Historical Studies of Artificial
Intelligence.'
apa: 'Beer, F., & Schulz, C. (n.d.). AI has never been “inherently interpretable”:
On a paradoxical origin of eXplainable AI (XAI). RESET Journal (Recherches
Sciences Sociale Sur Internet) Special Issue: Towards New Social and Historical
Studies of Artificial Intelligence.'
bibtex: '@article{Beer_Schulz, title={AI has never been “inherently interpretable”:
On a paradoxical origin of eXplainable AI (XAI)}, journal={RESET Journal (Recherches
sciences sociale sur internet) Special Issue: Towards New Social and Historical
Studies of Artificial Intelligence}, publisher={Open Edition Journals}, author={Beer,
Fabian and Schulz, Christian} }'
chicago: 'Beer, Fabian, and Christian Schulz. “AI Has Never Been ‘Inherently Interpretable’:
On a Paradoxical Origin of EXplainable AI (XAI).” RESET Journal (Recherches
Sciences Sociale Sur Internet) Special Issue: Towards New Social and Historical
Studies of Artificial Intelligence, n.d.'
ieee: 'F. Beer and C. Schulz, “AI has never been ‘inherently interpretable’: On
a paradoxical origin of eXplainable AI (XAI),” RESET Journal (Recherches sciences
sociale sur internet) Special Issue: Towards New Social and Historical Studies
of Artificial Intelligence.'
mla: 'Beer, Fabian, and Christian Schulz. “AI Has Never Been ‘Inherently Interpretable’:
On a Paradoxical Origin of EXplainable AI (XAI).” RESET Journal (Recherches
Sciences Sociale Sur Internet) Special Issue: Towards New Social and Historical
Studies of Artificial Intelligence, Open Edition Journals.'
short: 'F. Beer, C. Schulz, RESET Journal (Recherches Sciences Sociale Sur Internet)
Special Issue: Towards New Social and Historical Studies of Artificial Intelligence
(n.d.).'
date_created: 2026-02-28T09:14:38Z
date_updated: 2026-03-21T08:30:40Z
department:
- _id: '11'
- _id: '757'
language:
- iso: eng
project:
- _id: '109'
name: 'TRR 318: Erklärbarkeit konstruieren'
publication: 'RESET Journal (Recherches sciences sociale sur internet) Special Issue:
Towards New Social and Historical Studies of Artificial Intelligence'
publication_status: accepted
publisher: Open Edition Journals
status: public
title: 'AI has never been “inherently interpretable”: On a paradoxical origin of eXplainable
AI (XAI)'
type: journal_article
user_id: '72684'
year: '2026'
...
---
_id: '65082'
abstract:
- lang: eng
text: Encoding information in molecular arrangements on DNA origami nanostructures
(DONs) provides the basis for novel concepts in molecular data storage and computing.
To preserve their integrity over long timescales, the information‐carrying DONs
are often stored in a frozen state. Here, we investigate the effect of repeated
freeze–thaw (F/T) cycles on the structural and functional integrity of DONs carrying
biotin (Bt) modifications. Streptavidin (SAv) binding is used to visualize the
stored information by atomic force microscopy (AFM) before and after 40 F/T cycles.
Two strategies are compared by F/T cycling of (I) SAv‐bound DONs and (II) SAv‐free
DONs that are exposed to SAv directly before AFM imaging. Our results reveal that
while the DONs retain their overall shape, F/T cycling induces a small amount
of damage, leading to slightly reduced SAv binding. Adding glycerol at mM concentrations
efficiently protects the DONs and restores the original SAv binding yields. Nevertheless,
SAv exposure after F/T cycling leads to slightly higher and more consistent SAv
binding yields and a lower background of nonspecifically adsorbed SAv compared
to Strategy I. This makes information readout by AFM more efficient and renders
Strategy II more convenient for long‐term storage of information‐carrying DONs
with repeated information readout.
article_number: e202500161
author:
- first_name: Xinyang
full_name: Li, Xinyang
last_name: Li
- first_name: Lukas
full_name: Rabbe, Lukas
last_name: Rabbe
- first_name: Jacqueline
full_name: Linneweber, Jacqueline
last_name: Linneweber
- first_name: Guido
full_name: Grundmeier, Guido
id: '194'
last_name: Grundmeier
- first_name: Adrian Clemens
full_name: Keller, Adrian Clemens
id: '48864'
last_name: Keller
orcid: 0000-0001-7139-3110
citation:
ama: Li X, Rabbe L, Linneweber J, Grundmeier G, Keller AC. Stability of Information‐Carrying
DNA Origami Nanostructures During Repeated Freeze–Thaw Cycles. Chemistry–Methods.
2026;6(3). doi:10.1002/cmtd.202500161
apa: Li, X., Rabbe, L., Linneweber, J., Grundmeier, G., & Keller, A. C. (2026).
Stability of Information‐Carrying DNA Origami Nanostructures During Repeated Freeze–Thaw
Cycles. Chemistry–Methods, 6(3), Article e202500161. https://doi.org/10.1002/cmtd.202500161
bibtex: '@article{Li_Rabbe_Linneweber_Grundmeier_Keller_2026, title={Stability of
Information‐Carrying DNA Origami Nanostructures During Repeated Freeze–Thaw Cycles},
volume={6}, DOI={10.1002/cmtd.202500161},
number={3e202500161}, journal={Chemistry–Methods}, publisher={Wiley}, author={Li,
Xinyang and Rabbe, Lukas and Linneweber, Jacqueline and Grundmeier, Guido and
Keller, Adrian Clemens}, year={2026} }'
chicago: Li, Xinyang, Lukas Rabbe, Jacqueline Linneweber, Guido Grundmeier, and
Adrian Clemens Keller. “Stability of Information‐Carrying DNA Origami Nanostructures
During Repeated Freeze–Thaw Cycles.” Chemistry–Methods 6, no. 3 (2026).
https://doi.org/10.1002/cmtd.202500161.
ieee: 'X. Li, L. Rabbe, J. Linneweber, G. Grundmeier, and A. C. Keller, “Stability
of Information‐Carrying DNA Origami Nanostructures During Repeated Freeze–Thaw
Cycles,” Chemistry–Methods, vol. 6, no. 3, Art. no. e202500161, 2026, doi:
10.1002/cmtd.202500161.'
mla: Li, Xinyang, et al. “Stability of Information‐Carrying DNA Origami Nanostructures
During Repeated Freeze–Thaw Cycles.” Chemistry–Methods, vol. 6, no. 3,
e202500161, Wiley, 2026, doi:10.1002/cmtd.202500161.
short: X. Li, L. Rabbe, J. Linneweber, G. Grundmeier, A.C. Keller, Chemistry–Methods
6 (2026).
date_created: 2026-03-23T07:12:13Z
date_updated: 2026-03-23T07:12:53Z
department:
- _id: '302'
doi: 10.1002/cmtd.202500161
intvolume: ' 6'
issue: '3'
language:
- iso: eng
publication: Chemistry–Methods
publication_identifier:
issn:
- 2628-9725
- 2628-9725
publication_status: published
publisher: Wiley
status: public
title: Stability of Information‐Carrying DNA Origami Nanostructures During Repeated
Freeze–Thaw Cycles
type: journal_article
user_id: '48864'
volume: 6
year: '2026'
...
---
_id: '65081'
author:
- first_name: Jana
full_name: Schwede, Jana
id: '63391'
last_name: Schwede
citation:
ama: Schwede J. Drei Lernorte, (k)ein Zusammenwirken? Lernortkooperation im Spannungsfeld
von Anspruch und Wirklichkeit. berufsbildung. 2026;80(1):44-46. doi:https://doi.org/10.3278/BB2601W
apa: Schwede, J. (2026). Drei Lernorte, (k)ein Zusammenwirken? Lernortkooperation
im Spannungsfeld von Anspruch und Wirklichkeit. berufsbildung, 80(1),
44–46. https://doi.org/10.3278/BB2601W
bibtex: '@article{Schwede_2026, title={Drei Lernorte, (k)ein Zusammenwirken? Lernortkooperation
im Spannungsfeld von Anspruch und Wirklichkeit}, volume={80}, DOI={https://doi.org/10.3278/BB2601W},
number={1}, journal={berufsbildung}, publisher={wbv}, author={Schwede, Jana},
year={2026}, pages={44–46} }'
chicago: 'Schwede, Jana. “Drei Lernorte, (k)ein Zusammenwirken? Lernortkooperation
im Spannungsfeld von Anspruch und Wirklichkeit.” berufsbildung 80, no.
1 (2026): 44–46. https://doi.org/10.3278/BB2601W.'
ieee: 'J. Schwede, “Drei Lernorte, (k)ein Zusammenwirken? Lernortkooperation im
Spannungsfeld von Anspruch und Wirklichkeit,” berufsbildung, vol. 80, no.
1, pp. 44–46, 2026, doi: https://doi.org/10.3278/BB2601W.'
mla: Schwede, Jana. “Drei Lernorte, (k)ein Zusammenwirken? Lernortkooperation im
Spannungsfeld von Anspruch und Wirklichkeit.” berufsbildung, vol. 80, no.
1, wbv, 2026, pp. 44–46, doi:https://doi.org/10.3278/BB2601W.
short: J. Schwede, berufsbildung 80 (2026) 44–46.
date_created: 2026-03-22T17:35:00Z
date_updated: 2026-03-22T17:53:22Z
department:
- _id: '452'
doi: https://doi.org/10.3278/BB2601W
intvolume: ' 80'
issue: '1'
language:
- iso: ger
page: 44-46
publication: berufsbildung
publication_identifier:
unknown:
- '21991944'
publication_status: published
publisher: wbv
status: public
title: Drei Lernorte, (k)ein Zusammenwirken? Lernortkooperation im Spannungsfeld von
Anspruch und Wirklichkeit
type: journal_article
user_id: '63391'
volume: 80
year: '2026'
...
---
_id: '65078'
author:
- first_name: Harald
full_name: Schroeter-Wittke, Harald
id: '480'
last_name: Schroeter-Wittke
citation:
ama: 'Schroeter-Wittke H. “Mitten unter euch”?! Frieden und Bibelarbeit auf Kirchentagen.
In: Kuhn TK, David P, eds. Auf Der Suche Nach Frieden. Evangelische Kirchentage
in Ost Und West Seit 1949. Evangelische Verlagsanstalt; 2026:253-271.'
apa: Schroeter-Wittke, H. (2026). “Mitten unter euch”?! Frieden und Bibelarbeit
auf Kirchentagen. In T. K. Kuhn & P. David (Eds.), Auf der Suche nach Frieden.
Evangelische Kirchentage in Ost und West seit 1949 (pp. 253–271). Evangelische
Verlagsanstalt.
bibtex: '@inbook{Schroeter-Wittke_2026, place={Leipzig}, title={“Mitten unter euch”?!
Frieden und Bibelarbeit auf Kirchentagen}, booktitle={Auf der Suche nach Frieden.
Evangelische Kirchentage in Ost und West seit 1949}, publisher={Evangelische Verlagsanstalt},
author={Schroeter-Wittke, Harald}, editor={Kuhn, Thomas K. and David, Philipp},
year={2026}, pages={253–271} }'
chicago: 'Schroeter-Wittke, Harald. “‘Mitten Unter Euch’?! Frieden Und Bibelarbeit
Auf Kirchentagen.” In Auf Der Suche Nach Frieden. Evangelische Kirchentage
in Ost Und West Seit 1949, edited by Thomas K. Kuhn and Philipp David, 253–71.
Leipzig: Evangelische Verlagsanstalt, 2026.'
ieee: 'H. Schroeter-Wittke, “‘Mitten unter euch’?! Frieden und Bibelarbeit auf Kirchentagen,”
in Auf der Suche nach Frieden. Evangelische Kirchentage in Ost und West seit
1949, T. K. Kuhn and P. David, Eds. Leipzig: Evangelische Verlagsanstalt,
2026, pp. 253–271.'
mla: Schroeter-Wittke, Harald. “‘Mitten Unter Euch’?! Frieden Und Bibelarbeit Auf
Kirchentagen.” Auf Der Suche Nach Frieden. Evangelische Kirchentage in Ost
Und West Seit 1949, edited by Thomas K. Kuhn and Philipp David, Evangelische
Verlagsanstalt, 2026, pp. 253–71.
short: 'H. Schroeter-Wittke, in: T.K. Kuhn, P. David (Eds.), Auf Der Suche Nach
Frieden. Evangelische Kirchentage in Ost Und West Seit 1949, Evangelische Verlagsanstalt,
Leipzig, 2026, pp. 253–271.'
date_created: 2026-03-21T11:40:33Z
date_updated: 2026-03-21T11:40:58Z
department:
- _id: '36'
- _id: '20'
- _id: '501'
editor:
- first_name: Thomas K.
full_name: Kuhn, Thomas K.
last_name: Kuhn
- first_name: Philipp
full_name: David, Philipp
last_name: David
language:
- iso: eng
page: 253-271
place: Leipzig
publication: Auf der Suche nach Frieden. Evangelische Kirchentage in Ost und West
seit 1949
publisher: Evangelische Verlagsanstalt
status: public
title: '"Mitten unter euch"?! Frieden und Bibelarbeit auf Kirchentagen'
type: book_chapter
user_id: '480'
year: '2026'
...
---
_id: '65077'
author:
- first_name: Harald
full_name: Schroeter-Wittke, Harald
id: '480'
last_name: Schroeter-Wittke
citation:
ama: Schroeter-Wittke H. Amor mio, perche piangi? Meine Liebe, warum weinst du?
Zum 450. Geburtstag von Vittoria/Raffaella Aleotti (1575 - um 1646). Praktische
Theologie. 2026;61:82-84.
apa: Schroeter-Wittke, H. (2026). Amor mio, perche piangi? Meine Liebe, warum weinst
du? Zum 450. Geburtstag von Vittoria/Raffaella Aleotti (1575 - um 1646). Praktische
Theologie, 61, 82–84.
bibtex: '@article{Schroeter-Wittke_2026, title={Amor mio, perche piangi? Meine Liebe,
warum weinst du? Zum 450. Geburtstag von Vittoria/Raffaella Aleotti (1575 - um
1646)}, volume={61}, journal={Praktische Theologie}, author={Schroeter-Wittke,
Harald}, year={2026}, pages={82–84} }'
chicago: 'Schroeter-Wittke, Harald. “Amor Mio, Perche Piangi? Meine Liebe, Warum
Weinst Du? Zum 450. Geburtstag von Vittoria/Raffaella Aleotti (1575 - Um 1646).”
Praktische Theologie 61 (2026): 82–84.'
ieee: H. Schroeter-Wittke, “Amor mio, perche piangi? Meine Liebe, warum weinst du?
Zum 450. Geburtstag von Vittoria/Raffaella Aleotti (1575 - um 1646),” Praktische
Theologie, vol. 61, pp. 82–84, 2026.
mla: Schroeter-Wittke, Harald. “Amor Mio, Perche Piangi? Meine Liebe, Warum Weinst
Du? Zum 450. Geburtstag von Vittoria/Raffaella Aleotti (1575 - Um 1646).” Praktische
Theologie, vol. 61, 2026, pp. 82–84.
short: H. Schroeter-Wittke, Praktische Theologie 61 (2026) 82–84.
date_created: 2026-03-21T11:37:30Z
date_updated: 2026-03-21T11:37:37Z
department:
- _id: '36'
- _id: '20'
- _id: '501'
intvolume: ' 61'
language:
- iso: eng
page: 82-84
publication: Praktische Theologie
status: public
title: Amor mio, perche piangi? Meine Liebe, warum weinst du? Zum 450. Geburtstag
von Vittoria/Raffaella Aleotti (1575 - um 1646)
type: journal_article
user_id: '480'
volume: 61
year: '2026'
...
---
_id: '65090'
abstract:
- lang: eng
text: "Abstract\r\n If XAI are
to become social XAI, XAI methods must have capabilities enabling them to ‘extract’
information about the underlying AI model and to generate explanatory content
based on that information. In a dialog between explainer and explainee, the explanans
presented in every explanation move have to relate to each other understandably
and coherently in order to remain trustworthy. This signifies that the generated
explanantia have to be consistent—independently of what question is answered by
each explanans, in what modality, in what vocabulary, and at what level of abstraction.
Moreover, it is advantageous to be able to provide a rich palette of different
kinds of explanantia in order to be able to have a fluent dialog in which the
explanantia can be generated and adapted to the context, the explainee, feedback,
reactions during the interaction with the explainee, and so forth. This chapter
attempts to identify relevant questions that an explainee might ask during an
explanatory dialog, and it assesses to what extent different XAI methods are capable
of addressing these questions in a coherent way. The Contextual Importance and
Utility (CIU) method is used to illustrate how an XAI method can generate explanantia
for most of the identified questions. CIU also provides a flexibility in how explanatory
content is generated that makes it possible to create a meaningful dialog with
the explainee."
author:
- first_name: Kary
full_name: Främling, Kary
last_name: Främling
- first_name: Kirsten
full_name: Thommes, Kirsten
id: '72497'
last_name: Thommes
- first_name: Britta
full_name: Wrede, Britta
last_name: Wrede
citation:
ama: 'Främling K, Thommes K, Wrede B. Generation of Explanatory Content and Requirements
for Social XAI. In: Social Explainable AI. Springer Nature Singapore; 2026.
doi:10.1007/978-981-96-5290-7_15'
apa: Främling, K., Thommes, K., & Wrede, B. (2026). Generation of Explanatory
Content and Requirements for Social XAI. In Social Explainable AI. Springer
Nature Singapore. https://doi.org/10.1007/978-981-96-5290-7_15
bibtex: '@inbook{Främling_Thommes_Wrede_2026, place={Singapore}, title={Generation
of Explanatory Content and Requirements for Social XAI}, DOI={10.1007/978-981-96-5290-7_15},
booktitle={Social Explainable AI}, publisher={Springer Nature Singapore}, author={Främling,
Kary and Thommes, Kirsten and Wrede, Britta}, year={2026} }'
chicago: 'Främling, Kary, Kirsten Thommes, and Britta Wrede. “Generation of Explanatory
Content and Requirements for Social XAI.” In Social Explainable AI. Singapore:
Springer Nature Singapore, 2026. https://doi.org/10.1007/978-981-96-5290-7_15.'
ieee: 'K. Främling, K. Thommes, and B. Wrede, “Generation of Explanatory Content
and Requirements for Social XAI,” in Social Explainable AI, Singapore:
Springer Nature Singapore, 2026.'
mla: Främling, Kary, et al. “Generation of Explanatory Content and Requirements
for Social XAI.” Social Explainable AI, Springer Nature Singapore, 2026,
doi:10.1007/978-981-96-5290-7_15.
short: 'K. Främling, K. Thommes, B. Wrede, in: Social Explainable AI, Springer Nature
Singapore, Singapore, 2026.'
date_created: 2026-03-23T08:48:38Z
date_updated: 2026-03-23T08:49:08Z
department:
- _id: '178'
- _id: '184'
doi: 10.1007/978-981-96-5290-7_15
language:
- iso: eng
place: Singapore
project:
- _id: '113'
name: TRR 318 - Subproject A3
- _id: '125'
name: TRR 318 - Subproject C2
publication: Social Explainable AI
publication_identifier:
isbn:
- '9789819652891'
- '9789819652907'
publication_status: published
publisher: Springer Nature Singapore
status: public
title: Generation of Explanatory Content and Requirements for Social XAI
type: book_chapter
user_id: '72497'
year: '2026'
...
---
_id: '65088'
abstract:
- lang: eng
text: "Abstract\r\n Quantitatively
evaluating the benefits of eXplainable Artificial Intelligence (XAI) and social
XAI for humans is not a trivial pursuit. Therefore, we categorize the potential
measures in terms of subjective and objective outcomes and short- and long-term
outcomes of interactive social XAI. When reviewing the current state of the art,
we observed some measurement problems in the literature: (a) Researchers do not
clearly state whether they want to measure the inner state of users, users’ behavioral
response, or the overall AI-human collaborative performance. (b) Moreover, most
measures implicitly assume that all humans either do not react or improve in attitudes
or performance. Psychological reactance (feeling or doing the opposite) is usually
not captured. (c) Many researchers invent their own scale when measuring psychological
constructs, thereby jeopardizing the validity of their measures and slowing down
progress in the field, because general evidence and subsequent learning can be
achieved only by collecting many compatible pieces of evidence. (d) Most studies
look into short-term outcomes and neglect that experiences in social interactions
with XAI may evolve and have long-term outcomes not only for the individual but
also for groups or society at large."
author:
- first_name: Kirsten
full_name: Thommes, Kirsten
id: '72497'
last_name: Thommes
citation:
ama: 'Thommes K. Measuring the Outcome of sXAI. In: Social Explainable AI.
Springer Nature Singapore; 2026. doi:10.1007/978-981-96-5290-7_28'
apa: Thommes, K. (2026). Measuring the Outcome of sXAI. In Social Explainable
AI. Springer Nature Singapore. https://doi.org/10.1007/978-981-96-5290-7_28
bibtex: '@inbook{Thommes_2026, place={Singapore}, title={Measuring the Outcome of
sXAI}, DOI={10.1007/978-981-96-5290-7_28},
booktitle={Social Explainable AI}, publisher={Springer Nature Singapore}, author={Thommes,
Kirsten}, year={2026} }'
chicago: 'Thommes, Kirsten. “Measuring the Outcome of SXAI.” In Social Explainable
AI. Singapore: Springer Nature Singapore, 2026. https://doi.org/10.1007/978-981-96-5290-7_28.'
ieee: 'K. Thommes, “Measuring the Outcome of sXAI,” in Social Explainable AI,
Singapore: Springer Nature Singapore, 2026.'
mla: Thommes, Kirsten. “Measuring the Outcome of SXAI.” Social Explainable AI,
Springer Nature Singapore, 2026, doi:10.1007/978-981-96-5290-7_28.
short: 'K. Thommes, in: Social Explainable AI, Springer Nature Singapore, Singapore,
2026.'
date_created: 2026-03-23T08:45:05Z
date_updated: 2026-03-23T08:45:33Z
department:
- _id: '178'
- _id: '184'
doi: 10.1007/978-981-96-5290-7_28
language:
- iso: eng
place: Singapore
project:
- _id: '113'
name: TRR 318 - Subproject A3
- _id: '125'
name: TRR 318 - Subproject C2
publication: Social Explainable AI
publication_identifier:
isbn:
- '9789819652891'
- '9789819652907'
publication_status: published
publisher: Springer Nature Singapore
status: public
title: Measuring the Outcome of sXAI
type: book_chapter
user_id: '72497'
year: '2026'
...
---
_id: '65086'
abstract:
- lang: eng
text: "Abstract\r\n Explainable
AI (XAI) aims to make the decisions and behavior of an AI understandable to the
people interacting with it and to those affected by its outcomes. To make XAI
social, real-world XAI systems need to simulate not only the ways in which human
explainers behave within explanatory dialogs but also the ways in which such dialogs
can successfully achieve the intended understanding on the explainee’s side. This,
in turn, requires an operationalization of the three core aspects of social XAI:
multimodality, incrementality, and patterns. This chapter lays the ground for
this goal by defining a basic operational model of social interactions that can
be refined and extended to account for the specificities of any explanatory real-world
setting. This serves as a basis for summarizing and discussing existing ideas
from explainability research and related areas in order to operationalize each
core aspect. Selected examples and case studies illustrate how to concretely realize
such an operationalization, thereby serving as a starting point for future research
on social interaction with XAI."
author:
- first_name: Henning
full_name: Wachsmuth, Henning
last_name: Wachsmuth
- first_name: Kirsten
full_name: Thommes, Kirsten
id: '72497'
last_name: Thommes
- first_name: Milad
full_name: Alshomary, Milad
last_name: Alshomary
citation:
ama: 'Wachsmuth H, Thommes K, Alshomary M. Operationalizing Social Interaction.
In: Social Explainable AI. Springer Nature Singapore; 2026. doi:10.1007/978-981-96-5290-7_27'
apa: Wachsmuth, H., Thommes, K., & Alshomary, M. (2026). Operationalizing Social
Interaction. In Social Explainable AI. Springer Nature Singapore. https://doi.org/10.1007/978-981-96-5290-7_27
bibtex: '@inbook{Wachsmuth_Thommes_Alshomary_2026, place={Singapore}, title={Operationalizing
Social Interaction}, DOI={10.1007/978-981-96-5290-7_27},
booktitle={Social Explainable AI}, publisher={Springer Nature Singapore}, author={Wachsmuth,
Henning and Thommes, Kirsten and Alshomary, Milad}, year={2026} }'
chicago: 'Wachsmuth, Henning, Kirsten Thommes, and Milad Alshomary. “Operationalizing
Social Interaction.” In Social Explainable AI. Singapore: Springer Nature
Singapore, 2026. https://doi.org/10.1007/978-981-96-5290-7_27.'
ieee: 'H. Wachsmuth, K. Thommes, and M. Alshomary, “Operationalizing Social Interaction,”
in Social Explainable AI, Singapore: Springer Nature Singapore, 2026.'
mla: Wachsmuth, Henning, et al. “Operationalizing Social Interaction.” Social
Explainable AI, Springer Nature Singapore, 2026, doi:10.1007/978-981-96-5290-7_27.
short: 'H. Wachsmuth, K. Thommes, M. Alshomary, in: Social Explainable AI, Springer
Nature Singapore, Singapore, 2026.'
date_created: 2026-03-23T08:42:37Z
date_updated: 2026-03-23T08:43:25Z
department:
- _id: '178'
- _id: '184'
doi: 10.1007/978-981-96-5290-7_27
language:
- iso: eng
place: Singapore
project:
- _id: '113'
name: TRR 318 - Subproject A3
- _id: '125'
name: TRR 318 - Subproject C2
publication: Social Explainable AI
publication_identifier:
isbn:
- '9789819652891'
- '9789819652907'
publication_status: published
publisher: Springer Nature Singapore
status: public
title: Operationalizing Social Interaction
type: book_chapter
user_id: '72497'
year: '2026'
...
---
_id: '65091'
abstract:
- lang: eng
text: "Abstract\r\n This chapter
examines key challenges and potential improvements in the areas of user interaction
and dynamic explanations. It highlights the need for XAI systems to address context
factors beyond their predefined scope, it points to the potential need to cocreate
new concepts that are adapted to particular explainees, and it provides a clear
overview of the XAI system’s underlying knowledge structure and interaction steps.
Emphasis is placed on mixed-initiative interaction in which the system can lead
or respond based on the context and the explainee’s reactions while asserting
the importance of maintaining coherence across consecutive explanations. These
advances aim to make XAI systems more flexible, interactive, and user-centric.
An operationalization section outlines how such social XAI systems could be implemented
based on the XAI capabilities provided by the Contextual Importance and Utility
XAI method described in the previous chapter."
author:
- first_name: Kary
full_name: Främling, Kary
last_name: Främling
- first_name: Britta
full_name: Wrede, Britta
last_name: Wrede
- first_name: Kirsten
full_name: Thommes, Kirsten
id: '72497'
last_name: Thommes
citation:
ama: 'Främling K, Wrede B, Thommes K. Exploration of Explaining Content. In: Social
Explainable AI. Springer Nature Singapore; 2026. doi:10.1007/978-981-96-5290-7_16'
apa: Främling, K., Wrede, B., & Thommes, K. (2026). Exploration of Explaining
Content. In Social Explainable AI. Springer Nature Singapore. https://doi.org/10.1007/978-981-96-5290-7_16
bibtex: '@inbook{Främling_Wrede_Thommes_2026, place={Singapore}, title={Exploration
of Explaining Content}, DOI={10.1007/978-981-96-5290-7_16},
booktitle={Social Explainable AI}, publisher={Springer Nature Singapore}, author={Främling,
Kary and Wrede, Britta and Thommes, Kirsten}, year={2026} }'
chicago: 'Främling, Kary, Britta Wrede, and Kirsten Thommes. “Exploration of Explaining
Content.” In Social Explainable AI. Singapore: Springer Nature Singapore,
2026. https://doi.org/10.1007/978-981-96-5290-7_16.'
ieee: 'K. Främling, B. Wrede, and K. Thommes, “Exploration of Explaining Content,”
in Social Explainable AI, Singapore: Springer Nature Singapore, 2026.'
mla: Främling, Kary, et al. “Exploration of Explaining Content.” Social Explainable
AI, Springer Nature Singapore, 2026, doi:10.1007/978-981-96-5290-7_16.
short: 'K. Främling, B. Wrede, K. Thommes, in: Social Explainable AI, Springer Nature
Singapore, Singapore, 2026.'
date_created: 2026-03-23T08:52:18Z
date_updated: 2026-03-23T08:52:46Z
department:
- _id: '178'
- _id: '184'
doi: 10.1007/978-981-96-5290-7_16
language:
- iso: eng
place: Singapore
project:
- _id: '113'
name: TRR 318 - Subproject A3
- _id: '125'
name: TRR 318 - Subproject C2
publication: Social Explainable AI
publication_identifier:
isbn:
- '9789819652891'
- '9789819652907'
publication_status: published
publisher: Springer Nature Singapore
status: public
title: Exploration of Explaining Content
type: book_chapter
user_id: '72497'
year: '2026'
...
---
_id: '65087'
abstract:
- lang: eng
text: "Abstract\r\n Much research
in XAI focuses on single, one-shot interactions, implicitly assuming that interactions
have no past, no future, and no surroundings. Although this assumption may be
necessary for many empirical research settings, it is overly simplifying and unrealistic.
Whereas empirical research focuses on a world in which no social context exists,
real applications are embedded in a temporal (past and future) and social context.
Social science research shows that repeated interactions and secondhand knowledge
in the social space massively affect human attitudes and behaviors. This chapter
explains how not only repeated interactions between XAI and humans but also the
social space and secondhand information may affect social XAI research."
author:
- first_name: Kirsten
full_name: Thommes, Kirsten
id: '72497'
last_name: Thommes
- first_name: Kary
full_name: Främling, Kary
last_name: Främling
- first_name: Britta
full_name: Wrede, Britta
last_name: Wrede
- first_name: Sylvain
full_name: Kubler, Sylvain
last_name: Kubler
citation:
ama: 'Thommes K, Främling K, Wrede B, Kubler S. Interaction History in Social XAI.
In: Social Explainable AI. Springer Nature Singapore; 2026. doi:10.1007/978-981-96-5290-7_17'
apa: Thommes, K., Främling, K., Wrede, B., & Kubler, S. (2026). Interaction
History in Social XAI. In Social Explainable AI. Springer Nature Singapore.
https://doi.org/10.1007/978-981-96-5290-7_17
bibtex: '@inbook{Thommes_Främling_Wrede_Kubler_2026, place={Singapore}, title={Interaction
History in Social XAI}, DOI={10.1007/978-981-96-5290-7_17},
booktitle={Social Explainable AI}, publisher={Springer Nature Singapore}, author={Thommes,
Kirsten and Främling, Kary and Wrede, Britta and Kubler, Sylvain}, year={2026}
}'
chicago: 'Thommes, Kirsten, Kary Främling, Britta Wrede, and Sylvain Kubler. “Interaction
History in Social XAI.” In Social Explainable AI. Singapore: Springer Nature
Singapore, 2026. https://doi.org/10.1007/978-981-96-5290-7_17.'
ieee: 'K. Thommes, K. Främling, B. Wrede, and S. Kubler, “Interaction History in
Social XAI,” in Social Explainable AI, Singapore: Springer Nature Singapore,
2026.'
mla: Thommes, Kirsten, et al. “Interaction History in Social XAI.” Social Explainable
AI, Springer Nature Singapore, 2026, doi:10.1007/978-981-96-5290-7_17.
short: 'K. Thommes, K. Främling, B. Wrede, S. Kubler, in: Social Explainable AI,
Springer Nature Singapore, Singapore, 2026.'
date_created: 2026-03-23T08:43:50Z
date_updated: 2026-03-23T08:44:37Z
department:
- _id: '178'
- _id: '184'
doi: 10.1007/978-981-96-5290-7_17
language:
- iso: eng
place: Singapore
project:
- _id: '125'
name: TRR 318 - Subproject C2
- _id: '113'
name: TRR 318 - Subproject A3
publication: Social Explainable AI
publication_identifier:
isbn:
- '9789819652891'
- '9789819652907'
publication_status: published
publisher: Springer Nature Singapore
status: public
title: Interaction History in Social XAI
type: book_chapter
user_id: '72497'
year: '2026'
...
---
_id: '65089'
abstract:
- lang: eng
text: "Abstract\r\n In the past,
there has been much research aiming to evaluate XAI practices—that is, explanations
that can add to a user’s understanding of “why” or “why not.” However, because
there is such a huge amount of diversity in social contexts, optimizing for the
mean neglects the social dimensions of to whom, what, why, when, and where explanations
are provided. Nonetheless, these dimensions matter. We give some brief examples
on the accuracy of the mental model (as an example for who?), on measuring explanation
practices (as an example of what?), on human motivation (as an example of why?),
on repeated interactions (as an example of when), and on bystander effects (as
an example of where?). Importantly, controlling for these factors (or randomizing
them) is as important as attempting to perform external validations."
author:
- first_name: Kirsten
full_name: Thommes, Kirsten
id: '72497'
last_name: Thommes
citation:
ama: 'Thommes K. Evaluation Principles. In: Social Explainable AI. Springer
Nature Singapore; 2026. doi:10.1007/978-981-96-5290-7_26'
apa: Thommes, K. (2026). Evaluation Principles. In Social Explainable AI.
Springer Nature Singapore. https://doi.org/10.1007/978-981-96-5290-7_26
bibtex: '@inbook{Thommes_2026, place={Singapore}, title={Evaluation Principles},
DOI={10.1007/978-981-96-5290-7_26},
booktitle={Social Explainable AI}, publisher={Springer Nature Singapore}, author={Thommes,
Kirsten}, year={2026} }'
chicago: 'Thommes, Kirsten. “Evaluation Principles.” In Social Explainable AI.
Singapore: Springer Nature Singapore, 2026. https://doi.org/10.1007/978-981-96-5290-7_26.'
ieee: 'K. Thommes, “Evaluation Principles,” in Social Explainable AI, Singapore:
Springer Nature Singapore, 2026.'
mla: Thommes, Kirsten. “Evaluation Principles.” Social Explainable AI, Springer
Nature Singapore, 2026, doi:10.1007/978-981-96-5290-7_26.
short: 'K. Thommes, in: Social Explainable AI, Springer Nature Singapore, Singapore,
2026.'
date_created: 2026-03-23T08:47:10Z
date_updated: 2026-03-23T08:47:38Z
department:
- _id: '178'
- _id: '184'
doi: 10.1007/978-981-96-5290-7_26
language:
- iso: eng
place: Singapore
project:
- _id: '113'
name: TRR 318 - Subproject A3
- _id: '125'
name: TRR 318 - Subproject C2
publication: Social Explainable AI
publication_identifier:
isbn:
- '9789819652891'
- '9789819652907'
publication_status: published
publisher: Springer Nature Singapore
status: public
title: Evaluation Principles
type: book_chapter
user_id: '72497'
year: '2026'
...
---
_id: '63469'
author:
- first_name: Margarita
full_name: Knickenberg, Margarita
id: '12978'
last_name: Knickenberg
orcid: 0000-0001-5521-0417
- first_name: Marwin Felix
full_name: Löper, Marwin Felix
id: '26693'
last_name: Löper
- first_name: Michael
full_name: Grosche, Michael
last_name: Grosche
- first_name: Meike
full_name: Grüßing, Meike
last_name: Grüßing
- first_name: Frank
full_name: Hellmich, Frank
id: '26282'
last_name: Hellmich
citation:
ama: 'Knickenberg M, Löper MF, Grosche M, Grüßing M, Hellmich F. Förderung sozial-emotionaler
Kompetenzen von Kindern für das kooperative Lernen im diversitätssensiblen Mathematikunterricht
der Grundschule (soko-M). Posterpräsentation auf der 13. Tagung der Gesellschaft
für Empirische Bildungsforschung (GEBF). Thema: „Bildungsforschung für technologiebedingte
gesellschaftliche Entwicklungen“. In: Technische Universität München; 2026.'
apa: 'Knickenberg, M., Löper, M. F., Grosche, M., Grüßing, M., & Hellmich, F.
(2026). Förderung sozial-emotionaler Kompetenzen von Kindern für das kooperative
Lernen im diversitätssensiblen Mathematikunterricht der Grundschule (soko-M).
Posterpräsentation auf der 13. Tagung der Gesellschaft für Empirische Bildungsforschung
(GEBF). Thema: „Bildungsforschung für technologiebedingte gesellschaftliche Entwicklungen“.'
bibtex: '@inproceedings{Knickenberg_Löper_Grosche_Grüßing_Hellmich_2026, place={München},
title={Förderung sozial-emotionaler Kompetenzen von Kindern für das kooperative
Lernen im diversitätssensiblen Mathematikunterricht der Grundschule (soko-M).
Posterpräsentation auf der 13. Tagung der Gesellschaft für Empirische Bildungsforschung
(GEBF). Thema: „Bildungsforschung für technologiebedingte gesellschaftliche Entwicklungen“.},
publisher={Technische Universität München}, author={Knickenberg, Margarita and
Löper, Marwin Felix and Grosche, Michael and Grüßing, Meike and Hellmich, Frank},
year={2026} }'
chicago: 'Knickenberg, Margarita, Marwin Felix Löper, Michael Grosche, Meike Grüßing,
and Frank Hellmich. “Förderung Sozial-Emotionaler Kompetenzen von Kindern Für
Das Kooperative Lernen Im Diversitätssensiblen Mathematikunterricht Der Grundschule
(Soko-M). Posterpräsentation Auf Der 13. Tagung Der Gesellschaft Für Empirische
Bildungsforschung (GEBF). Thema: „Bildungsforschung Für Technologiebedingte Gesellschaftliche
Entwicklungen“.” München: Technische Universität München, 2026.'
ieee: 'M. Knickenberg, M. F. Löper, M. Grosche, M. Grüßing, and F. Hellmich, “Förderung
sozial-emotionaler Kompetenzen von Kindern für das kooperative Lernen im diversitätssensiblen
Mathematikunterricht der Grundschule (soko-M). Posterpräsentation auf der 13.
Tagung der Gesellschaft für Empirische Bildungsforschung (GEBF). Thema: „Bildungsforschung
für technologiebedingte gesellschaftliche Entwicklungen“.,” 2026.'
mla: 'Knickenberg, Margarita, et al. Förderung Sozial-Emotionaler Kompetenzen
von Kindern Für Das Kooperative Lernen Im Diversitätssensiblen Mathematikunterricht
Der Grundschule (Soko-M). Posterpräsentation Auf Der 13. Tagung Der Gesellschaft
Für Empirische Bildungsforschung (GEBF). Thema: „Bildungsforschung Für Technologiebedingte
Gesellschaftliche Entwicklungen“. Technische Universität München, 2026.'
short: 'M. Knickenberg, M.F. Löper, M. Grosche, M. Grüßing, F. Hellmich, in: Technische
Universität München, München, 2026.'
date_created: 2026-01-05T13:23:49Z
date_updated: 2026-03-23T09:28:46Z
department:
- _id: '460'
language:
- iso: eng
place: München
publisher: Technische Universität München
status: public
title: 'Förderung sozial-emotionaler Kompetenzen von Kindern für das kooperative Lernen
im diversitätssensiblen Mathematikunterricht der Grundschule (soko-M). Posterpräsentation
auf der 13. Tagung der Gesellschaft für Empirische Bildungsforschung (GEBF). Thema:
„Bildungsforschung für technologiebedingte gesellschaftliche Entwicklungen“.'
type: conference_abstract
user_id: '57672'
year: '2026'
...
---
_id: '65093'
author:
- first_name: Thorsten
full_name: Marten, Thorsten
id: '338'
last_name: Marten
orcid: 0009-0001-6433-7839
- first_name: Moritz
full_name: Ostermann, Moritz
id: '44763'
last_name: Ostermann
orcid: https://orcid.org/0000-0003-1146-0443
- first_name: Jonathan
full_name: Behm, Jonathan
last_name: Behm
- first_name: Samuel
full_name: Leitenmaier, Samuel
last_name: Leitenmaier
citation:
ama: Marten T, Ostermann M, Behm J, Leitenmaier S. NeMo.bil - Individualisierter
öffentlicher Personennahverkehr - iÖV. Berufsbildung - Zeitschrift für Theorie-Praxis-Dialog.
2026;209(1):23-27. doi:10.3278/BB2601
apa: Marten, T., Ostermann, M., Behm, J., & Leitenmaier, S. (2026). NeMo.bil
- Individualisierter öffentlicher Personennahverkehr - iÖV. Berufsbildung -
Zeitschrift für Theorie-Praxis-Dialog, 209(1), 23–27. https://doi.org/10.3278/BB2601
bibtex: '@article{Marten_Ostermann_Behm_Leitenmaier_2026, title={NeMo.bil - Individualisierter
öffentlicher Personennahverkehr - iÖV}, volume={209}, DOI={10.3278/BB2601},
number={1}, journal={Berufsbildung - Zeitschrift für Theorie-Praxis-Dialog}, publisher={wbv
Publikation}, author={Marten, Thorsten and Ostermann, Moritz and Behm, Jonathan
and Leitenmaier, Samuel}, year={2026}, pages={23–27} }'
chicago: 'Marten, Thorsten, Moritz Ostermann, Jonathan Behm, and Samuel Leitenmaier.
“NeMo.bil - Individualisierter öffentlicher Personennahverkehr - iÖV.” Berufsbildung
- Zeitschrift für Theorie-Praxis-Dialog 209, no. 1 (2026): 23–27. https://doi.org/10.3278/BB2601.'
ieee: 'T. Marten, M. Ostermann, J. Behm, and S. Leitenmaier, “NeMo.bil - Individualisierter
öffentlicher Personennahverkehr - iÖV,” Berufsbildung - Zeitschrift für Theorie-Praxis-Dialog,
vol. 209, no. 1, pp. 23–27, 2026, doi: 10.3278/BB2601.'
mla: Marten, Thorsten, et al. “NeMo.bil - Individualisierter öffentlicher Personennahverkehr
- iÖV.” Berufsbildung - Zeitschrift für Theorie-Praxis-Dialog, vol. 209,
no. 1, wbv Publikation, 2026, pp. 23–27, doi:10.3278/BB2601.
short: T. Marten, M. Ostermann, J. Behm, S. Leitenmaier, Berufsbildung - Zeitschrift
für Theorie-Praxis-Dialog 209 (2026) 23–27.
date_created: 2026-03-23T10:30:19Z
date_updated: 2026-03-23T10:36:09Z
department:
- _id: '9'
- _id: '321'
- _id: '149'
doi: 10.3278/BB2601
intvolume: ' 209'
issue: '1'
language:
- iso: ger
page: 23-27
publication: Berufsbildung - Zeitschrift für Theorie-Praxis-Dialog
publication_identifier:
eissn:
- '21991944'
publication_status: published
publisher: wbv Publikation
quality_controlled: '1'
status: public
title: NeMo.bil - Individualisierter öffentlicher Personennahverkehr - iÖV
type: journal_article
user_id: '338'
volume: 209
year: '2026'
...
---
_id: '61542'
author:
- first_name: Frank
full_name: Hellmich, Frank
id: '26282'
last_name: Hellmich
- first_name: Marwin Felix
full_name: Löper, Marwin Felix
id: '26693'
last_name: Löper
- first_name: Gamze
full_name: Görel, Gamze
last_name: Görel
citation:
ama: 'Hellmich F, Löper MF, Görel G. Möglichkeiten der Förderung der sozialen Partizipation
in der inklusiven Grundschule. Workshop auf dem 10. Paderborner Grundschultag.
Thema: „Zukunft gemeinsam gestalten – Bildung für nachhaltige Entwicklung
von Anfang an“. . In: Universität Paderborn; 2026.'
apa: 'Hellmich, F., Löper, M. F., & Görel, G. (2026). Möglichkeiten der Förderung
der sozialen Partizipation in der inklusiven Grundschule. Workshop auf dem 10.
Paderborner Grundschultag. Thema: „Zukunft gemeinsam gestalten – Bildung
für nachhaltige Entwicklung von Anfang an“. .'
bibtex: '@inproceedings{Hellmich_Löper_Görel_2026, place={Paderborn}, title={Möglichkeiten
der Förderung der sozialen Partizipation in der inklusiven Grundschule. Workshop
auf dem 10. Paderborner Grundschultag. Thema: „Zukunft gemeinsam gestalten
– Bildung für nachhaltige Entwicklung von Anfang an“. }, publisher={Universität
Paderborn}, author={Hellmich, Frank and Löper, Marwin Felix and Görel, Gamze},
year={2026} }'
chicago: 'Hellmich, Frank, Marwin Felix Löper, and Gamze Görel. “Möglichkeiten Der
Förderung Der Sozialen Partizipation in Der Inklusiven Grundschule. Workshop Auf
Dem 10. Paderborner Grundschultag. Thema: „Zukunft Gemeinsam Gestalten –
Bildung Für Nachhaltige Entwicklung von Anfang An“. .” Paderborn: Universität
Paderborn, 2026.'
ieee: 'F. Hellmich, M. F. Löper, and G. Görel, “Möglichkeiten der Förderung der
sozialen Partizipation in der inklusiven Grundschule. Workshop auf dem 10. Paderborner
Grundschultag. Thema: „Zukunft gemeinsam gestalten – Bildung für nachhaltige
Entwicklung von Anfang an“. ,” 2026.'
mla: 'Hellmich, Frank, et al. Möglichkeiten Der Förderung Der Sozialen Partizipation
in Der Inklusiven Grundschule. Workshop Auf Dem 10. Paderborner Grundschultag.
Thema: „Zukunft Gemeinsam Gestalten – Bildung Für Nachhaltige Entwicklung
von Anfang An“. . Universität Paderborn, 2026.'
short: 'F. Hellmich, M.F. Löper, G. Görel, in: Universität Paderborn, Paderborn,
2026.'
date_created: 2025-10-07T13:13:51Z
date_updated: 2026-03-23T09:29:11Z
department:
- _id: '460'
language:
- iso: eng
place: Paderborn
publisher: Universität Paderborn
status: public
title: 'Möglichkeiten der Förderung der sozialen Partizipation in der inklusiven Grundschule.
Workshop auf dem 10. Paderborner Grundschultag. Thema: „Zukunft gemeinsam gestalten
– Bildung für nachhaltige Entwicklung von Anfang an“. '
type: conference_abstract
user_id: '57672'
year: '2026'
...
---
_id: '65101'
abstract:
- lang: eng
text: Various methods to measure the dynamic behavior of particles require the calculation
of autocorrelation functions. For this purpose, fast multi-tau correlators have
been developed in dedicated hardware, in software, and on FPGAs. However, for
methods such as X-ray Photon Correlation Spectroscopy (XPCS), which requires to
calculate the autocorrelation function independently for hundreds of thousands
to millions of pixels from high-resolution detectors, current approaches rely
on offline processing after data acquisition. Moreover, the internal pipeline
state of so many independent correlators is far too large to keep it on-chip.
In this work, we propose a design approach on FPGAs, where pipeline contexts are
stored in off-chip HBM memory. Each compute unit iteratively loads the state for
a single pixel, processes a short time series for this pixel, and afterwards writes
back the context in a dataflow pipeline. We have implemented the required compute
kernels with Vitis HLS and analyze resulting designs on an Alveo U280 card. The
design achieves the expected performance and for the first time provides sufficient
throughput for current high-end detectors used in XPCS.
author:
- first_name: Abdul Rehman
full_name: Tareen, Abdul Rehman
id: '76938'
last_name: Tareen
- first_name: Christian
full_name: Plessl, Christian
id: '16153'
last_name: Plessl
orcid: 0000-0001-5728-9982
- first_name: Tobias
full_name: Kenter, Tobias
id: '3145'
last_name: Kenter
citation:
ama: 'Tareen AR, Plessl C, Kenter T. Fast Multi-Tau Correlators on FPGA with Context
Switching From and to High- Bandwidth Memory. In: 2025 International Conference
on Field Programmable Technology (ICFPT). IEEE; 2026. doi:10.1109/icfpt67023.2025.00027'
apa: Tareen, A. R., Plessl, C., & Kenter, T. (2026). Fast Multi-Tau Correlators
on FPGA with Context Switching From and to High- Bandwidth Memory. 2025 International
Conference on Field Programmable Technology (ICFPT). https://doi.org/10.1109/icfpt67023.2025.00027
bibtex: '@inproceedings{Tareen_Plessl_Kenter_2026, title={Fast Multi-Tau Correlators
on FPGA with Context Switching From and to High- Bandwidth Memory}, DOI={10.1109/icfpt67023.2025.00027},
booktitle={2025 International Conference on Field Programmable Technology (ICFPT)},
publisher={IEEE}, author={Tareen, Abdul Rehman and Plessl, Christian and Kenter,
Tobias}, year={2026} }'
chicago: Tareen, Abdul Rehman, Christian Plessl, and Tobias Kenter. “Fast Multi-Tau
Correlators on FPGA with Context Switching From and to High- Bandwidth Memory.”
In 2025 International Conference on Field Programmable Technology (ICFPT).
IEEE, 2026. https://doi.org/10.1109/icfpt67023.2025.00027.
ieee: 'A. R. Tareen, C. Plessl, and T. Kenter, “Fast Multi-Tau Correlators on FPGA
with Context Switching From and to High- Bandwidth Memory,” 2026, doi: 10.1109/icfpt67023.2025.00027.'
mla: Tareen, Abdul Rehman, et al. “Fast Multi-Tau Correlators on FPGA with Context
Switching From and to High- Bandwidth Memory.” 2025 International Conference
on Field Programmable Technology (ICFPT), IEEE, 2026, doi:10.1109/icfpt67023.2025.00027.
short: 'A.R. Tareen, C. Plessl, T. Kenter, in: 2025 International Conference on
Field Programmable Technology (ICFPT), IEEE, 2026.'
date_created: 2026-03-24T09:02:22Z
date_updated: 2026-03-24T09:04:31Z
department:
- _id: '27'
- _id: '518'
doi: 10.1109/icfpt67023.2025.00027
language:
- iso: eng
project:
- _id: '52'
name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: 2025 International Conference on Field Programmable Technology (ICFPT)
publication_status: published
publisher: IEEE
status: public
title: Fast Multi-Tau Correlators on FPGA with Context Switching From and to High-
Bandwidth Memory
type: conference
user_id: '3145'
year: '2026'
...
---
_id: '61325'
author:
- first_name: Anna-Lisa
full_name: Vollmer, Anna-Lisa
last_name: Vollmer
- first_name: Heike M.
full_name: Buhl, Heike M.
id: '27152'
last_name: Buhl
- first_name: Rachid
full_name: Alami, Rachid
last_name: Alami
- first_name: Kary
full_name: Främling, Kary
last_name: Främling
- first_name: Angela
full_name: Grimminger, Angela
id: '57578'
last_name: Grimminger
- first_name: Meisam
full_name: Booshehri, Meisam
last_name: Booshehri
- first_name: Axel-Cyrille
full_name: Ngonga Ngomo, Axel-Cyrille
id: '65716'
last_name: Ngonga Ngomo
citation:
ama: 'Vollmer A-L, Buhl HM, Alami R, et al. Components of an explanation for co-constructive
sXAI. In: Rohlfing KJ, Främling K, Lim B, Alpsancar S, Thommes K, eds. Social
Explainable AI. Springer; 2026:39-53. doi:10.1007/978-981-96-5290-7_3'
apa: Vollmer, A.-L., Buhl, H. M., Alami, R., Främling, K., Grimminger, A., Booshehri,
M., & Ngonga Ngomo, A.-C. (2026). Components of an explanation for co-constructive
sXAI. In K. J. Rohlfing, K. Främling, B. Lim, S. Alpsancar, & K. Thommes (Eds.),
Social Explainable AI (pp. 39–53). Springer. https://doi.org/10.1007/978-981-96-5290-7_3
bibtex: '@inbook{Vollmer_Buhl_Alami_Främling_Grimminger_Booshehri_Ngonga Ngomo_2026,
title={Components of an explanation for co-constructive sXAI}, DOI={10.1007/978-981-96-5290-7_3},
booktitle={Social Explainable AI}, publisher={Springer}, author={Vollmer, Anna-Lisa
and Buhl, Heike M. and Alami, Rachid and Främling, Kary and Grimminger, Angela
and Booshehri, Meisam and Ngonga Ngomo, Axel-Cyrille}, editor={Rohlfing, Katharina
J. and Främling, Kary and Lim, Brian and Alpsancar, Suzana and Thommes, Kirsten},
year={2026}, pages={39–53} }'
chicago: Vollmer, Anna-Lisa, Heike M. Buhl, Rachid Alami, Kary Främling, Angela
Grimminger, Meisam Booshehri, and Axel-Cyrille Ngonga Ngomo. “Components of an
Explanation for Co-Constructive SXAI.” In Social Explainable AI, edited
by Katharina J. Rohlfing, Kary Främling, Brian Lim, Suzana Alpsancar, and Kirsten
Thommes, 39–53. Springer, 2026. https://doi.org/10.1007/978-981-96-5290-7_3.
ieee: A.-L. Vollmer et al., “Components of an explanation for co-constructive
sXAI,” in Social Explainable AI, K. J. Rohlfing, K. Främling, B. Lim, S.
Alpsancar, and K. Thommes, Eds. Springer, 2026, pp. 39–53.
mla: Vollmer, Anna-Lisa, et al. “Components of an Explanation for Co-Constructive
SXAI.” Social Explainable AI, edited by Katharina J. Rohlfing et al., Springer,
2026, pp. 39–53, doi:10.1007/978-981-96-5290-7_3.
short: 'A.-L. Vollmer, H.M. Buhl, R. Alami, K. Främling, A. Grimminger, M. Booshehri,
A.-C. Ngonga Ngomo, in: K.J. Rohlfing, K. Främling, B. Lim, S. Alpsancar, K. Thommes
(Eds.), Social Explainable AI, Springer, 2026, pp. 39–53.'
date_created: 2025-09-17T10:16:52Z
date_updated: 2026-03-23T18:28:01Z
department:
- _id: '660'
doi: 10.1007/978-981-96-5290-7_3
editor:
- first_name: Katharina J.
full_name: Rohlfing, Katharina J.
last_name: Rohlfing
- first_name: Kary
full_name: Främling, Kary
last_name: Främling
- first_name: Brian
full_name: Lim, Brian
last_name: Lim
- first_name: Suzana
full_name: Alpsancar, Suzana
last_name: Alpsancar
- first_name: Kirsten
full_name: Thommes, Kirsten
last_name: Thommes
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://link.springer.com/chapter/10.1007/978-981-96-5290-7_3
oa: '1'
page: 39-53
project:
- _id: '112'
name: 'TRR 318; TP A02: Verstehensprozess einer Erklärung beobachten und auswerten'
- _id: '111'
name: 'TRR 318; TP A01: Adaptives Erklären'
- _id: '114'
name: 'TRR 318; TP A04: Integration des technischen Modells in das Partnermodell
bei der Erklärung von digitalen Artefakten'
- _id: '123'
name: TRR 318 - Subproject B5
- _id: '118'
name: 'TRR 318: Project Area INF'
publication: Social Explainable AI
publication_identifier:
eisbn:
- 978-981-96-5290-7
publication_status: epub_ahead
publisher: Springer
quality_controlled: '1'
related_material:
link:
- relation: original
url: https://link.springer.com/chapter/10.1007/978-981-96-5290-7_3
status: public
title: Components of an explanation for co-constructive sXAI
type: book_chapter
user_id: '90826'
year: '2026'
...