---
_id: '61156'
abstract:
- lang: eng
text: Explainability has become an important topic in computer science and artificial
intelligence, leading to a subfield called Explainable Artificial Intelligence
(XAI). The goal of providing or seeking explanations is to achieve (better) ‘understanding’
on the part of the explainee. However, what it means to ‘understand’ is still
not clearly defined, and the concept itself is rarely the subject of scientific
investigation. This conceptual article aims to present a model of forms of understanding
for XAI-explanations and beyond. From an interdisciplinary perspective bringing
together computer science, linguistics, sociology, philosophy and psychology,
a definition of understanding and its forms, assessment, and dynamics during the
process of giving everyday explanations are explored. Two types of understanding
are considered as possible outcomes of explanations, namely enabledness, ‘knowing
how’ to do or decide something, and comprehension, ‘knowing that’ – both in different
degrees (from shallow to deep). Explanations regularly start with shallow understanding
in a specific domain and can lead to deep comprehension and enabledness of the
explanandum, which we see as a prerequisite for human users to gain agency. In
this process, the increase of comprehension and enabledness are highly interdependent.
Against the background of this systematization, special challenges of understanding
in XAI are discussed.
article_number: '101419'
article_type: original
author:
- first_name: Hendrik
full_name: Buschmeier, Hendrik
id: '76456'
last_name: Buschmeier
orcid: 0000-0002-9613-5713
- first_name: Heike M.
full_name: Buhl, Heike M.
id: '27152'
last_name: Buhl
- first_name: Friederike
full_name: Kern, Friederike
last_name: Kern
- first_name: Angela
full_name: Grimminger, Angela
id: '57578'
last_name: Grimminger
- first_name: Helen
full_name: Beierling, Helen
id: '50995'
last_name: Beierling
- first_name: Josephine Beryl
full_name: Fisher, Josephine Beryl
id: '56345'
last_name: Fisher
orcid: 0000-0002-9997-9241
- first_name: André
full_name: Groß, André
id: '93405'
last_name: Groß
orcid: 0000-0002-9593-7220
- first_name: Ilona
full_name: Horwath, Ilona
id: '68836'
last_name: Horwath
- first_name: Nils
full_name: Klowait, Nils
id: '98454'
last_name: Klowait
orcid: 0000-0002-7347-099X
- first_name: Stefan Teodorov
full_name: Lazarov, Stefan Teodorov
id: '90345'
last_name: Lazarov
orcid: 0009-0009-0892-9483
- first_name: Michael
full_name: Lenke, Michael
last_name: Lenke
- first_name: Vivien
full_name: Lohmer, Vivien
last_name: Lohmer
- first_name: Katharina
full_name: Rohlfing, Katharina
id: '50352'
last_name: Rohlfing
orcid: 0000-0002-5676-8233
- first_name: Ingrid
full_name: Scharlau, Ingrid
id: '451'
last_name: Scharlau
orcid: 0000-0003-2364-9489
- first_name: Amit
full_name: Singh, Amit
id: '91018'
last_name: Singh
orcid: 0000-0002-7789-1521
- first_name: Lutz
full_name: Terfloth, Lutz
id: '37320'
last_name: Terfloth
- first_name: Anna-Lisa
full_name: Vollmer, Anna-Lisa
id: '86589'
last_name: Vollmer
- first_name: Yu
full_name: Wang, Yu
last_name: Wang
- first_name: Annedore
full_name: Wilmes, Annedore
last_name: Wilmes
- first_name: Britta
full_name: Wrede, Britta
last_name: Wrede
citation:
ama: Buschmeier H, Buhl HM, Kern F, et al. Forms of Understanding for XAI-Explanations.
Cognitive Systems Research. 2025;94. doi:10.1016/j.cogsys.2025.101419
apa: Buschmeier, H., Buhl, H. M., Kern, F., Grimminger, A., Beierling, H., Fisher,
J. B., Groß, A., Horwath, I., Klowait, N., Lazarov, S. T., Lenke, M., Lohmer,
V., Rohlfing, K., Scharlau, I., Singh, A., Terfloth, L., Vollmer, A.-L., Wang,
Y., Wilmes, A., & Wrede, B. (2025). Forms of Understanding for XAI-Explanations.
Cognitive Systems Research, 94, Article 101419. https://doi.org/10.1016/j.cogsys.2025.101419
bibtex: '@article{Buschmeier_Buhl_Kern_Grimminger_Beierling_Fisher_Groß_Horwath_Klowait_Lazarov_et
al._2025, title={Forms of Understanding for XAI-Explanations}, volume={94}, DOI={10.1016/j.cogsys.2025.101419},
number={101419}, journal={Cognitive Systems Research}, author={Buschmeier, Hendrik
and Buhl, Heike M. and Kern, Friederike and Grimminger, Angela and Beierling,
Helen and Fisher, Josephine Beryl and Groß, André and Horwath, Ilona and Klowait,
Nils and Lazarov, Stefan Teodorov and et al.}, year={2025} }'
chicago: Buschmeier, Hendrik, Heike M. Buhl, Friederike Kern, Angela Grimminger,
Helen Beierling, Josephine Beryl Fisher, André Groß, et al. “Forms of Understanding
for XAI-Explanations.” Cognitive Systems Research 94 (2025). https://doi.org/10.1016/j.cogsys.2025.101419.
ieee: 'H. Buschmeier et al., “Forms of Understanding for XAI-Explanations,”
Cognitive Systems Research, vol. 94, Art. no. 101419, 2025, doi: 10.1016/j.cogsys.2025.101419.'
mla: Buschmeier, Hendrik, et al. “Forms of Understanding for XAI-Explanations.”
Cognitive Systems Research, vol. 94, 101419, 2025, doi:10.1016/j.cogsys.2025.101419.
short: H. Buschmeier, H.M. Buhl, F. Kern, A. Grimminger, H. Beierling, J.B. Fisher,
A. Groß, I. Horwath, N. Klowait, S.T. Lazarov, M. Lenke, V. Lohmer, K. Rohlfing,
I. Scharlau, A. Singh, L. Terfloth, A.-L. Vollmer, Y. Wang, A. Wilmes, B. Wrede,
Cognitive Systems Research 94 (2025).
date_created: 2025-09-08T14:24:32Z
date_updated: 2025-12-05T15:32:25Z
ddc:
- '006'
department:
- _id: '660'
doi: 10.1016/j.cogsys.2025.101419
file:
- access_level: closed
content_type: application/pdf
creator: hbuschme
date_created: 2025-12-01T21:02:20Z
date_updated: 2025-12-01T21:02:20Z
file_id: '62730'
file_name: Buschmeier-etal-2025-COGSYS.pdf
file_size: 10114981
relation: main_file
success: 1
file_date_updated: 2025-12-01T21:02:20Z
has_accepted_license: '1'
intvolume: ' 94'
keyword:
- understanding
- explaining
- explanations
- explainable
- AI
- interdisciplinarity
- comprehension
- enabledness
- agency
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://www.sciencedirect.com/science/article/pii/S1389041725000993?via%3Dihub
oa: '1'
project:
- _id: '111'
name: 'TRR 318; TP A01: Adaptives Erklären'
- _id: '112'
name: 'TRR 318; TP A02: Verstehensprozess einer Erklärung beobachten und auswerten'
- _id: '113'
name: TRR 318 - Subproject A3
- _id: '114'
name: 'TRR 318; TP A04: Integration des technischen Modells in das Partnermodell
bei der Erklärung von digitalen Artefakten'
- _id: '115'
name: 'TRR 318; TP A05: Echtzeitmessung der Aufmerksamkeit im Mensch-Roboter-Erklärdialog'
- _id: '122'
name: TRR 318 - Subproject B3
- _id: '123'
name: TRR 318 - Subproject B5
- _id: '119'
name: TRR 318 - Project Area Ö
publication: Cognitive Systems Research
publication_status: published
quality_controlled: '1'
status: public
title: Forms of Understanding for XAI-Explanations
type: journal_article
user_id: '57578'
volume: 94
year: '2025'
...
---
_id: '56190'
abstract:
- lang: eng
text: 'This study investigates the potential of using advanced conversational artificial
intelligence (AI) to help people understand complex AI systems. In line with conversation-analytic
research, we view the participatory role of AI as dynamically unfolding in a situation
rather than being predetermined by its architecture. To study user sensemaking
of intransparent AI systems, we set up a naturalistic encounter between human
participants and two AI systems developed in-house: a reinforcement learning simulation
and a GPT-4-based explainer chatbot. Our results reveal that an explainer-AI only
truly functions as such when participants actively engage with it as a co-constructive
agent. Both the interface’s spatial configuration and the asynchronous temporal
nature of the explainer AI – combined with the users’ presuppositions about its
role – contribute to the decision whether to treat the AI as a dialogical co-participant
in the interaction. Participants establish evidentiality conventions and sensemaking
procedures that may diverge from a system’s intended design or function.'
article_type: original
author:
- first_name: Nils
full_name: Klowait, Nils
id: '98454'
last_name: Klowait
orcid: 0000-0002-7347-099X
- first_name: Maria
full_name: Erofeeva, Maria
last_name: Erofeeva
- first_name: Michael
full_name: Lenke, Michael
id: '32621'
last_name: Lenke
- first_name: Ilona
full_name: Horwath, Ilona
id: '68836'
last_name: Horwath
- first_name: Hendrik
full_name: Buschmeier, Hendrik
id: '76456'
last_name: Buschmeier
orcid: 0000-0002-9613-5713
citation:
ama: Klowait N, Erofeeva M, Lenke M, Horwath I, Buschmeier H. Can AI explain AI?
Interactive co-construction of explanations among human and artificial agents.
Discourse & Communication. 2024;18(6):917-930. doi:10.1177/17504813241267069
apa: Klowait, N., Erofeeva, M., Lenke, M., Horwath, I., & Buschmeier, H. (2024).
Can AI explain AI? Interactive co-construction of explanations among human and
artificial agents. Discourse & Communication, 18(6), 917–930.
https://doi.org/10.1177/17504813241267069
bibtex: '@article{Klowait_Erofeeva_Lenke_Horwath_Buschmeier_2024, title={Can AI
explain AI? Interactive co-construction of explanations among human and artificial
agents}, volume={18}, DOI={10.1177/17504813241267069},
number={6}, journal={Discourse & Communication}, publisher={Sage}, author={Klowait,
Nils and Erofeeva, Maria and Lenke, Michael and Horwath, Ilona and Buschmeier,
Hendrik}, year={2024}, pages={917–930} }'
chicago: 'Klowait, Nils, Maria Erofeeva, Michael Lenke, Ilona Horwath, and Hendrik
Buschmeier. “Can AI Explain AI? Interactive Co-Construction of Explanations among
Human and Artificial Agents.” Discourse & Communication 18, no. 6 (2024):
917–30. https://doi.org/10.1177/17504813241267069.'
ieee: 'N. Klowait, M. Erofeeva, M. Lenke, I. Horwath, and H. Buschmeier, “Can AI
explain AI? Interactive co-construction of explanations among human and artificial
agents,” Discourse & Communication, vol. 18, no. 6, pp. 917–930, 2024,
doi: 10.1177/17504813241267069.'
mla: Klowait, Nils, et al. “Can AI Explain AI? Interactive Co-Construction of Explanations
among Human and Artificial Agents.” Discourse & Communication, vol.
18, no. 6, Sage, 2024, pp. 917–30, doi:10.1177/17504813241267069.
short: N. Klowait, M. Erofeeva, M. Lenke, I. Horwath, H. Buschmeier, Discourse &
Communication 18 (2024) 917–930.
date_created: 2024-09-20T09:21:14Z
date_updated: 2025-09-11T14:09:42Z
ddc:
- '300'
department:
- _id: '660'
doi: 10.1177/17504813241267069
file:
- access_level: closed
content_type: application/pdf
creator: hbuschme
date_created: 2024-10-03T16:03:33Z
date_updated: 2024-10-03T16:03:33Z
file_id: '56313'
file_name: klowait-etal-2024-DCM.pdf
file_size: 2488042
relation: main_file
success: 1
file_date_updated: 2024-10-03T16:03:33Z
has_accepted_license: '1'
intvolume: ' 18'
issue: '6'
language:
- iso: eng
page: 917-930
project:
- _id: '119'
name: 'TRR 318 - Ö: TRR 318 - Project Area Ö'
- _id: '112'
name: 'TRR 318; TP A02: Verstehensprozess einer Erklärung beobachten und auswerten'
publication: Discourse & Communication
publication_status: published
publisher: Sage
quality_controlled: '1'
related_material:
link:
- relation: supplementary_material
url: https://doi.org/10.17605/OSF.IO/4YMT3
status: public
title: Can AI explain AI? Interactive co-construction of explanations among human
and artificial agents
type: journal_article
user_id: '98454'
volume: 18
year: '2024'
...
---
_id: '48643'
author:
- first_name: Emine Fulya
full_name: Akbulut Irmak, Emine Fulya
id: '72008'
last_name: Akbulut Irmak
orcid: 0000-0002-1338-810X
- first_name: Hendrik
full_name: Hanses, Hendrik
id: '64527'
last_name: Hanses
- first_name: Ilona
full_name: Horwath, Ilona
id: '68836'
last_name: Horwath
- first_name: Thomas
full_name: Tröster, Thomas
id: '553'
last_name: Tröster
citation:
ama: 'Akbulut Irmak EF, Hanses H, Horwath I, Tröster T. Case Study III: Challenges
of lightweight design, vehicles, and rescuers. In: Climate Protection, Resource
Efficiency, and Sustainable Engineering. transcript Verlag; 2023. doi:10.14361/9783839463772-006'
apa: 'Akbulut Irmak, E. F., Hanses, H., Horwath, I., & Tröster, T. (2023). Case
Study III: Challenges of lightweight design, vehicles, and rescuers. In Climate
Protection, Resource Efficiency, and Sustainable Engineering. transcript Verlag.
https://doi.org/10.14361/9783839463772-006'
bibtex: '@inbook{Akbulut Irmak_Hanses_Horwath_Tröster_2023, place={Bielefeld, Germany},
title={Case Study III: Challenges of lightweight design, vehicles, and rescuers},
DOI={10.14361/9783839463772-006},
booktitle={Climate Protection, Resource Efficiency, and Sustainable Engineering},
publisher={transcript Verlag}, author={Akbulut Irmak, Emine Fulya and Hanses,
Hendrik and Horwath, Ilona and Tröster, Thomas}, year={2023} }'
chicago: 'Akbulut Irmak, Emine Fulya, Hendrik Hanses, Ilona Horwath, and Thomas
Tröster. “Case Study III: Challenges of Lightweight Design, Vehicles, and Rescuers.”
In Climate Protection, Resource Efficiency, and Sustainable Engineering.
Bielefeld, Germany: transcript Verlag, 2023. https://doi.org/10.14361/9783839463772-006.'
ieee: 'E. F. Akbulut Irmak, H. Hanses, I. Horwath, and T. Tröster, “Case Study III:
Challenges of lightweight design, vehicles, and rescuers,” in Climate Protection,
Resource Efficiency, and Sustainable Engineering, Bielefeld, Germany: transcript
Verlag, 2023.'
mla: 'Akbulut Irmak, Emine Fulya, et al. “Case Study III: Challenges of Lightweight
Design, Vehicles, and Rescuers.” Climate Protection, Resource Efficiency, and
Sustainable Engineering, transcript Verlag, 2023, doi:10.14361/9783839463772-006.'
short: 'E.F. Akbulut Irmak, H. Hanses, I. Horwath, T. Tröster, in: Climate Protection,
Resource Efficiency, and Sustainable Engineering, transcript Verlag, Bielefeld,
Germany, 2023.'
date_created: 2023-11-07T11:07:19Z
date_updated: 2023-11-07T11:14:22Z
department:
- _id: '9'
- _id: '321'
- _id: '149'
doi: 10.14361/9783839463772-006
language:
- iso: eng
place: Bielefeld, Germany
publication: Climate Protection, Resource Efficiency, and Sustainable Engineering
publication_identifier:
isbn:
- '9783837663778'
- '9783839463772'
issn:
- 2703-1543
- 2703-1551
publication_status: published
publisher: transcript Verlag
status: public
title: 'Case Study III: Challenges of lightweight design, vehicles, and rescuers'
type: book_chapter
user_id: '72008'
year: '2023'
...
---
_id: '48642'
author:
- first_name: Emine Fulya
full_name: Akbulut Irmak, Emine Fulya
id: '72008'
last_name: Akbulut Irmak
orcid: 0000-0002-1338-810X
- first_name: Hendrik
full_name: Hanses, Hendrik
id: '64527'
last_name: Hanses
- first_name: Ilona
full_name: Horwath, Ilona
id: '68836'
last_name: Horwath
- first_name: Thomas
full_name: Tröster, Thomas
id: '553'
last_name: Tröster
citation:
ama: 'Akbulut Irmak EF, Hanses H, Horwath I, Tröster T. Case Study III: Challenges
of lightweight design, vehicles, and rescuers. In: Horwath I, Schweizer S, eds.
Climate Protection, Resource Efficiency, and Sustainable Engineering. transcript
Verlag; 2023. doi:10.14361/9783839463772-006'
apa: 'Akbulut Irmak, E. F., Hanses, H., Horwath, I., & Tröster, T. (2023). Case
Study III: Challenges of lightweight design, vehicles, and rescuers. In I. Horwath
& S. Schweizer (Eds.), Climate Protection, Resource Efficiency, and Sustainable
Engineering. transcript Verlag. https://doi.org/10.14361/9783839463772-006'
bibtex: '@inbook{Akbulut Irmak_Hanses_Horwath_Tröster_2023, place={Bielefeld, Germany},
title={Case Study III: Challenges of lightweight design, vehicles, and rescuers},
DOI={10.14361/9783839463772-006},
booktitle={Climate Protection, Resource Efficiency, and Sustainable Engineering},
publisher={transcript Verlag}, author={Akbulut Irmak, Emine Fulya and Hanses,
Hendrik and Horwath, Ilona and Tröster, Thomas}, editor={Horwath, Ilona and Schweizer,
Swetlana}, year={2023} }'
chicago: 'Akbulut Irmak, Emine Fulya, Hendrik Hanses, Ilona Horwath, and Thomas
Tröster. “Case Study III: Challenges of Lightweight Design, Vehicles, and Rescuers.”
In Climate Protection, Resource Efficiency, and Sustainable Engineering,
edited by Ilona Horwath and Swetlana Schweizer. Bielefeld, Germany: transcript
Verlag, 2023. https://doi.org/10.14361/9783839463772-006.'
ieee: 'E. F. Akbulut Irmak, H. Hanses, I. Horwath, and T. Tröster, “Case Study III:
Challenges of lightweight design, vehicles, and rescuers,” in Climate Protection,
Resource Efficiency, and Sustainable Engineering, I. Horwath and S. Schweizer,
Eds. Bielefeld, Germany: transcript Verlag, 2023.'
mla: 'Akbulut Irmak, Emine Fulya, et al. “Case Study III: Challenges of Lightweight
Design, Vehicles, and Rescuers.” Climate Protection, Resource Efficiency, and
Sustainable Engineering, edited by Ilona Horwath and Swetlana Schweizer, transcript
Verlag, 2023, doi:10.14361/9783839463772-006.'
short: 'E.F. Akbulut Irmak, H. Hanses, I. Horwath, T. Tröster, in: I. Horwath, S.
Schweizer (Eds.), Climate Protection, Resource Efficiency, and Sustainable Engineering,
transcript Verlag, Bielefeld, Germany, 2023.'
date_created: 2023-11-07T11:04:03Z
date_updated: 2025-06-06T07:52:36Z
department:
- _id: '9'
- _id: '321'
- _id: '149'
doi: 10.14361/9783839463772-006
editor:
- first_name: Ilona
full_name: Horwath, Ilona
last_name: Horwath
- first_name: Swetlana
full_name: Schweizer, Swetlana
last_name: Schweizer
language:
- iso: eng
place: Bielefeld, Germany
publication: Climate Protection, Resource Efficiency, and Sustainable Engineering
publication_identifier:
isbn:
- '9783837663778'
- '9783839463772'
issn:
- 2703-1543
- 2703-1551
publication_status: published
publisher: transcript Verlag
status: public
title: 'Case Study III: Challenges of lightweight design, vehicles, and rescuers'
type: book_chapter
user_id: '72008'
year: '2023'
...
---
_id: '34165'
author:
- first_name: Hendrik
full_name: Hanses, Hendrik
id: '64527'
last_name: Hanses
- first_name: Emine Fulya
full_name: Akbulut Irmak, Emine Fulya
id: '72008'
last_name: Akbulut Irmak
orcid: 0000-0002-1338-810X
- first_name: Ilona
full_name: Horwath, Ilona
id: '68836'
last_name: Horwath
- first_name: Thomas
full_name: Tröster, Thomas
id: '553'
last_name: Tröster
citation:
ama: 'Hanses H, Akbulut Irmak EF, Horwath I, Tröster T. Challenges of lightweight
design, vehicles, and rescuers. In: Horwath I, Schweizer S, eds. Climate Protection,
Resource Efficiency, and Sustainable Engineering. Transdisciplinary Approaches
to Design and Manufacturing Technology. 1st ed. transcript Verlag.'
apa: Hanses, H., Akbulut Irmak, E. F., Horwath, I., & Tröster, T. (n.d.). Challenges
of lightweight design, vehicles, and rescuers. In I. Horwath & S. Schweizer
(Eds.), Climate Protection, Resource Efficiency, and Sustainable Engineering.
Transdisciplinary Approaches to Design and Manufacturing Technology (1st ed.).
transcript Verlag.
bibtex: '@inbook{Hanses_Akbulut Irmak_Horwath_Tröster, place={Bielefeld}, edition={1},
title={Challenges of lightweight design, vehicles, and rescuers}, booktitle={
Climate Protection, Resource Efficiency, and Sustainable Engineering. Transdisciplinary
Approaches to Design and Manufacturing Technology}, publisher={transcript Verlag},
author={Hanses, Hendrik and Akbulut Irmak, Emine Fulya and Horwath, Ilona and
Tröster, Thomas}, editor={Horwath, Ilona and Schweizer, Swetlana} }'
chicago: 'Hanses, Hendrik, Emine Fulya Akbulut Irmak, Ilona Horwath, and Thomas
Tröster. “Challenges of Lightweight Design, Vehicles, and Rescuers.” In Climate
Protection, Resource Efficiency, and Sustainable Engineering. Transdisciplinary
Approaches to Design and Manufacturing Technology, edited by Ilona Horwath
and Swetlana Schweizer, 1st ed. Bielefeld: transcript Verlag, n.d.'
ieee: 'H. Hanses, E. F. Akbulut Irmak, I. Horwath, and T. Tröster, “Challenges of
lightweight design, vehicles, and rescuers,” in Climate Protection, Resource
Efficiency, and Sustainable Engineering. Transdisciplinary Approaches to Design
and Manufacturing Technology, 1st ed., I. Horwath and S. Schweizer, Eds. Bielefeld:
transcript Verlag.'
mla: Hanses, Hendrik, et al. “Challenges of Lightweight Design, Vehicles, and Rescuers.”
Climate Protection, Resource Efficiency, and Sustainable Engineering. Transdisciplinary
Approaches to Design and Manufacturing Technology, edited by Ilona Horwath
and Swetlana Schweizer, 1st ed., transcript Verlag.
short: 'H. Hanses, E.F. Akbulut Irmak, I. Horwath, T. Tröster, in: I. Horwath, S.
Schweizer (Eds.), Climate Protection, Resource Efficiency, and Sustainable Engineering.
Transdisciplinary Approaches to Design and Manufacturing Technology, 1st ed.,
transcript Verlag, Bielefeld, n.d.'
date_created: 2022-11-30T12:32:37Z
date_updated: 2025-06-06T08:16:59Z
department:
- _id: '603'
- _id: '9'
- _id: '321'
- _id: '149'
edition: '1'
editor:
- first_name: Ilona
full_name: Horwath, Ilona
last_name: Horwath
- first_name: Swetlana
full_name: Schweizer, Swetlana
last_name: Schweizer
language:
- iso: eng
place: Bielefeld
publication: ' Climate Protection, Resource Efficiency, and Sustainable Engineering.
Transdisciplinary Approaches to Design and Manufacturing Technology'
publication_identifier:
isbn:
- 978-3-8376-6377-8
publication_status: unpublished
publisher: transcript Verlag
quality_controlled: '1'
status: public
title: Challenges of lightweight design, vehicles, and rescuers
type: book_chapter
user_id: '15952'
year: '2023'
...
---
_id: '51752'
author:
- first_name: Josefine
full_name: Finke, Josefine
last_name: Finke
- first_name: Ilona
full_name: Horwath, Ilona
id: '68836'
last_name: Horwath
- first_name: Tobias
full_name: Matzner, Tobias
id: '65695'
last_name: Matzner
- first_name: Christian
full_name: Schulz, Christian
id: '72684'
last_name: Schulz
citation:
ama: 'Finke J, Horwath I, Matzner T, Schulz C. (De)Coding social practice in the
field of XAI: Towards a co-constructive framework of explanations and understanding
between lay users and algorithmic systems. In: Artificial Intelligence in HCI.
Lecture Notes in Computer Science. Springer International Publishing ; 2022:149-160.
doi:10.1007/978-3-031-05643-7_10'
apa: 'Finke, J., Horwath, I., Matzner, T., & Schulz, C. (2022). (De)Coding social
practice in the field of XAI: Towards a co-constructive framework of explanations
and understanding between lay users and algorithmic systems. Artificial Intelligence
in HCI, 149–160. https://doi.org/10.1007/978-3-031-05643-7_10'
bibtex: '@inproceedings{Finke_Horwath_Matzner_Schulz_2022, place={Cham}, series={Lecture
Notes in Computer Science}, title={(De)Coding social practice in the field of
XAI: Towards a co-constructive framework of explanations and understanding between
lay users and algorithmic systems}, DOI={10.1007/978-3-031-05643-7_10},
booktitle={Artificial Intelligence in HCI}, publisher={Springer International
Publishing }, author={Finke, Josefine and Horwath, Ilona and Matzner, Tobias and
Schulz, Christian}, year={2022}, pages={149–160}, collection={Lecture Notes in
Computer Science} }'
chicago: 'Finke, Josefine, Ilona Horwath, Tobias Matzner, and Christian Schulz.
“(De)Coding Social Practice in the Field of XAI: Towards a Co-Constructive Framework
of Explanations and Understanding between Lay Users and Algorithmic Systems.”
In Artificial Intelligence in HCI, 149–60. Lecture Notes in Computer Science.
Cham: Springer International Publishing , 2022. https://doi.org/10.1007/978-3-031-05643-7_10.'
ieee: 'J. Finke, I. Horwath, T. Matzner, and C. Schulz, “(De)Coding social practice
in the field of XAI: Towards a co-constructive framework of explanations and understanding
between lay users and algorithmic systems,” in Artificial Intelligence in HCI,
2022, pp. 149–160, doi: 10.1007/978-3-031-05643-7_10.'
mla: 'Finke, Josefine, et al. “(De)Coding Social Practice in the Field of XAI: Towards
a Co-Constructive Framework of Explanations and Understanding between Lay Users
and Algorithmic Systems.” Artificial Intelligence in HCI, Springer International
Publishing , 2022, pp. 149–60, doi:10.1007/978-3-031-05643-7_10.'
short: 'J. Finke, I. Horwath, T. Matzner, C. Schulz, in: Artificial Intelligence
in HCI, Springer International Publishing , Cham, 2022, pp. 149–160.'
date_created: 2024-02-22T14:41:24Z
date_updated: 2024-07-02T06:19:43Z
department:
- _id: '757'
doi: 10.1007/978-3-031-05643-7_10
language:
- iso: eng
page: 149-160
place: Cham
project:
- _id: '122'
name: 'TRR 318 - B3: TRR 318 - Subproject B3'
publication: Artificial Intelligence in HCI
publication_status: published
publisher: 'Springer International Publishing '
series_title: Lecture Notes in Computer Science
status: public
title: '(De)Coding social practice in the field of XAI: Towards a co-constructive
framework of explanations and understanding between lay users and algorithmic systems'
type: conference
user_id: '72684'
year: '2022'
...
---
_id: '39639'
author:
- first_name: Josefine
full_name: Finke, Josefine
last_name: Finke
- first_name: Ilona
full_name: Horwath, Ilona
id: '68836'
last_name: Horwath
- first_name: Tobias
full_name: Matzner, Tobias
id: '65695'
last_name: Matzner
- first_name: Christian
full_name: Schulz, Christian
last_name: Schulz
citation:
ama: 'Finke J, Horwath I, Matzner T, Schulz C. (De)Coding Social Practice in the
Field of XAI: Towards a Co-constructive Framework of Explanations and Understanding
Between Lay Users and Algorithmic Systems. In: Artificial Intelligence in HCI.
Springer International Publishing; 2022:149-160. doi:10.1007/978-3-031-05643-7_10'
apa: 'Finke, J., Horwath, I., Matzner, T., & Schulz, C. (2022). (De)Coding Social
Practice in the Field of XAI: Towards a Co-constructive Framework of Explanations
and Understanding Between Lay Users and Algorithmic Systems. Artificial Intelligence
in HCI, 149–160. https://doi.org/10.1007/978-3-031-05643-7_10'
bibtex: '@inproceedings{Finke_Horwath_Matzner_Schulz_2022, place={Cham}, title={(De)Coding
Social Practice in the Field of XAI: Towards a Co-constructive Framework of Explanations
and Understanding Between Lay Users and Algorithmic Systems}, DOI={10.1007/978-3-031-05643-7_10},
booktitle={Artificial Intelligence in HCI}, publisher={Springer International
Publishing}, author={Finke, Josefine and Horwath, Ilona and Matzner, Tobias and
Schulz, Christian}, year={2022}, pages={149–160} }'
chicago: 'Finke, Josefine, Ilona Horwath, Tobias Matzner, and Christian Schulz.
“(De)Coding Social Practice in the Field of XAI: Towards a Co-Constructive Framework
of Explanations and Understanding Between Lay Users and Algorithmic Systems.”
In Artificial Intelligence in HCI, 149–60. Cham: Springer International
Publishing, 2022. https://doi.org/10.1007/978-3-031-05643-7_10.'
ieee: 'J. Finke, I. Horwath, T. Matzner, and C. Schulz, “(De)Coding Social Practice
in the Field of XAI: Towards a Co-constructive Framework of Explanations and Understanding
Between Lay Users and Algorithmic Systems,” in Artificial Intelligence in HCI,
2022, pp. 149–160, doi: 10.1007/978-3-031-05643-7_10.'
mla: 'Finke, Josefine, et al. “(De)Coding Social Practice in the Field of XAI: Towards
a Co-Constructive Framework of Explanations and Understanding Between Lay Users
and Algorithmic Systems.” Artificial Intelligence in HCI, Springer International
Publishing, 2022, pp. 149–60, doi:10.1007/978-3-031-05643-7_10.'
short: 'J. Finke, I. Horwath, T. Matzner, C. Schulz, in: Artificial Intelligence
in HCI, Springer International Publishing, Cham, 2022, pp. 149–160.'
conference:
name: AI in International Conference on Human-Computer Interaction
date_created: 2023-01-24T16:09:42Z
date_updated: 2023-05-03T08:24:22Z
department:
- _id: '603'
- _id: '757'
doi: 10.1007/978-3-031-05643-7_10
language:
- iso: eng
page: 149-160
place: Cham
project:
- _id: '122'
name: 'TRR 318 - B3: TRR 318 - Subproject B3'
publication: Artificial Intelligence in HCI
publication_status: published
publisher: Springer International Publishing
quality_controlled: '1'
status: public
title: '(De)Coding Social Practice in the Field of XAI: Towards a Co-constructive
Framework of Explanations and Understanding Between Lay Users and Algorithmic Systems'
type: conference
user_id: '68836'
year: '2022'
...
---
_id: '39638'
author:
- first_name: Ilona
full_name: Horwath, Ilona
id: '68836'
last_name: Horwath
citation:
ama: 'Horwath I. Algorithmen, KI und soziale Diskriminierung. In: Schnegg K, Tschuggnall
J, Voithofer C, Auer M, eds. Inter- und multidisziplinäre Perspektiven der
Geschlechterforschung. Vol 4. 1st ed. Innsbrucker Gender Lectures IV. innsbruck
university press; 2022:71-101.'
apa: Horwath, I. (2022). Algorithmen, KI und soziale Diskriminierung. In K. Schnegg,
J. Tschuggnall, C. Voithofer , & M. Auer (Eds.), Inter- und multidisziplinäre
Perspektiven der Geschlechterforschung (1st ed., Vol. 4, pp. 71–101). innsbruck
university press.
bibtex: '@inbook{Horwath_2022, place={Innsbruck}, edition={1}, series={Innsbrucker
Gender Lectures IV}, title={Algorithmen, KI und soziale Diskriminierung}, volume={4},
booktitle={Inter- und multidisziplinäre Perspektiven der Geschlechterforschung},
publisher={innsbruck university press}, author={Horwath, Ilona}, editor={Schnegg,
Kordula and Tschuggnall, Julia and Voithofer , Caroline and Auer , Manfred}, year={2022},
pages={71–101}, collection={Innsbrucker Gender Lectures IV} }'
chicago: 'Horwath, Ilona. “Algorithmen, KI und soziale Diskriminierung.” In Inter-
und multidisziplinäre Perspektiven der Geschlechterforschung, edited by Kordula
Schnegg, Julia Tschuggnall, Caroline Voithofer , and Manfred Auer , 1st ed., 4:71–101.
Innsbrucker Gender Lectures IV. Innsbruck: innsbruck university press, 2022.'
ieee: 'I. Horwath, “Algorithmen, KI und soziale Diskriminierung,” in Inter- und
multidisziplinäre Perspektiven der Geschlechterforschung, 1st ed., vol. 4,
K. Schnegg, J. Tschuggnall, C. Voithofer , and M. Auer , Eds. Innsbruck: innsbruck
university press, 2022, pp. 71–101.'
mla: Horwath, Ilona. “Algorithmen, KI und soziale Diskriminierung.” Inter- und
multidisziplinäre Perspektiven der Geschlechterforschung, edited by Kordula
Schnegg et al., 1st ed., vol. 4, innsbruck university press, 2022, pp. 71–101.
short: 'I. Horwath, in: K. Schnegg, J. Tschuggnall, C. Voithofer , M. Auer (Eds.),
Inter- und multidisziplinäre Perspektiven der Geschlechterforschung, 1st ed.,
innsbruck university press, Innsbruck, 2022, pp. 71–101.'
date_created: 2023-01-24T16:02:24Z
date_updated: 2023-05-03T08:24:48Z
department:
- _id: '603'
edition: '1'
editor:
- first_name: Kordula
full_name: Schnegg, Kordula
last_name: Schnegg
- first_name: Julia
full_name: Tschuggnall, Julia
last_name: Tschuggnall
- first_name: Caroline
full_name: Voithofer , Caroline
last_name: 'Voithofer '
- first_name: Manfred
full_name: Auer , Manfred
last_name: 'Auer '
intvolume: ' 4'
language:
- iso: ger
page: 71-101
place: Innsbruck
publication: Inter- und multidisziplinäre Perspektiven der Geschlechterforschung
publication_identifier:
unknown:
- 978-3-99106-067-3
publication_status: published
publisher: innsbruck university press
quality_controlled: '1'
series_title: Innsbrucker Gender Lectures IV
status: public
title: Algorithmen, KI und soziale Diskriminierung
type: book_chapter
user_id: '68836'
volume: 4
year: '2022'
...
---
_id: '39637'
author:
- first_name: Ilona
full_name: Horwath, Ilona
id: '68836'
last_name: Horwath
- first_name: Mara
full_name: Kastein, Mara
last_name: Kastein
- first_name: Josefine
full_name: Finke, Josefine
last_name: Finke
citation:
ama: 'Horwath I, Kastein M, Finke J. Waschen, Warten, Wege ebnen. Ambivalente Fürsorge
und der männliche Heldenmythos in der Feuerwehr. In: Kastein M, Weber L, eds.
Care-Arbeit und Gender in der digitalen Transformation. 1st ed. Juventa
Verlag; 2022:119-134.'
apa: Horwath, I., Kastein, M., & Finke, J. (2022). Waschen, Warten, Wege ebnen.
Ambivalente Fürsorge und der männliche Heldenmythos in der Feuerwehr. In M. Kastein
& L. Weber (Eds.), Care-Arbeit und Gender in der digitalen Transformation
(1st ed., pp. 119–134). Juventa Verlag.
bibtex: '@inbook{Horwath_Kastein_Finke_2022, place={Weinheim}, edition={1}, title={Waschen,
Warten, Wege ebnen. Ambivalente Fürsorge und der männliche Heldenmythos in der
Feuerwehr}, booktitle={Care-Arbeit und Gender in der digitalen Transformation},
publisher={Juventa Verlag}, author={Horwath, Ilona and Kastein, Mara and Finke,
Josefine}, editor={Kastein, Mara and Weber, Lena}, year={2022}, pages={119–134}
}'
chicago: 'Horwath, Ilona, Mara Kastein, and Josefine Finke. “Waschen, Warten, Wege
ebnen. Ambivalente Fürsorge und der männliche Heldenmythos in der Feuerwehr.”
In Care-Arbeit und Gender in der digitalen Transformation, edited by Mara
Kastein and Lena Weber, 1st ed., 119–34. Weinheim: Juventa Verlag, 2022.'
ieee: 'I. Horwath, M. Kastein, and J. Finke, “Waschen, Warten, Wege ebnen. Ambivalente
Fürsorge und der männliche Heldenmythos in der Feuerwehr,” in Care-Arbeit und
Gender in der digitalen Transformation, 1st ed., M. Kastein and L. Weber,
Eds. Weinheim: Juventa Verlag, 2022, pp. 119–134.'
mla: Horwath, Ilona, et al. “Waschen, Warten, Wege ebnen. Ambivalente Fürsorge und
der männliche Heldenmythos in der Feuerwehr.” Care-Arbeit und Gender in der
digitalen Transformation, edited by Mara Kastein and Lena Weber, 1st ed.,
Juventa Verlag, 2022, pp. 119–34.
short: 'I. Horwath, M. Kastein, J. Finke, in: M. Kastein, L. Weber (Eds.), Care-Arbeit
und Gender in der digitalen Transformation, 1st ed., Juventa Verlag, Weinheim,
2022, pp. 119–134.'
date_created: 2023-01-24T15:48:33Z
date_updated: 2023-05-03T08:25:48Z
department:
- _id: '603'
edition: '1'
editor:
- first_name: Mara
full_name: Kastein, Mara
last_name: Kastein
- first_name: Lena
full_name: Weber, Lena
last_name: Weber
language:
- iso: ger
page: 119-134
place: Weinheim
publication: Care-Arbeit und Gender in der digitalen Transformation
publication_identifier:
unknown:
- '9783779967408'
publication_status: published
publisher: Juventa Verlag
quality_controlled: '1'
status: public
title: Waschen, Warten, Wege ebnen. Ambivalente Fürsorge und der männliche Heldenmythos
in der Feuerwehr
type: book_chapter
user_id: '68836'
year: '2022'
...
---
_id: '33803'
author:
- first_name: Hendrik
full_name: Hanses, Hendrik
id: '64527'
last_name: Hanses
- first_name: Ilona
full_name: Horwath, Ilona
id: '68836'
last_name: Horwath
citation:
ama: 'Hanses H, Horwath I. OPERATIONAL AND DEMAND-ORIENTED FIREFIGHTING EQUIPMENT
. In: Kourkoulis SK, ed. Conference Proceedings 38th Danubia Adria Symposium
on Advances in Experimental Mechanics. ; 2022.'
apa: Hanses, H., & Horwath, I. (2022). OPERATIONAL AND DEMAND-ORIENTED FIREFIGHTING
EQUIPMENT . In S. K. Kourkoulis (Ed.), Conference proceedings 38th Danubia
Adria Symposium on Advances in Experimental Mechanics.
bibtex: '@inproceedings{Hanses_Horwath_2022, title={OPERATIONAL AND DEMAND-ORIENTED
FIREFIGHTING EQUIPMENT }, booktitle={Conference proceedings 38th Danubia Adria
Symposium on Advances in Experimental Mechanics}, author={Hanses, Hendrik and
Horwath, Ilona}, editor={Kourkoulis, Stavros K.}, year={2022} }'
chicago: Hanses, Hendrik, and Ilona Horwath. “OPERATIONAL AND DEMAND-ORIENTED FIREFIGHTING
EQUIPMENT .” In Conference Proceedings 38th Danubia Adria Symposium on Advances
in Experimental Mechanics, edited by Stavros K. Kourkoulis, 2022.
ieee: H. Hanses and I. Horwath, “OPERATIONAL AND DEMAND-ORIENTED FIREFIGHTING EQUIPMENT
,” in Conference proceedings 38th Danubia Adria Symposium on Advances in Experimental
Mechanics, Poros, 2022.
mla: Hanses, Hendrik, and Ilona Horwath. “OPERATIONAL AND DEMAND-ORIENTED FIREFIGHTING
EQUIPMENT .” Conference Proceedings 38th Danubia Adria Symposium on Advances
in Experimental Mechanics, edited by Stavros K. Kourkoulis, 2022.
short: 'H. Hanses, I. Horwath, in: S.K. Kourkoulis (Ed.), Conference Proceedings
38th Danubia Adria Symposium on Advances in Experimental Mechanics, 2022.'
conference:
end_date: 2022.09.23
location: Poros
name: '38th Danubia Adria Symposium on Advances in Experimental Mechanics '
start_date: 2022.09.20
date_created: 2022-10-18T06:40:42Z
date_updated: 2023-05-03T08:26:42Z
department:
- _id: '603'
- _id: '9'
- _id: '321'
editor:
- first_name: Stavros K.
full_name: Kourkoulis, Stavros K.
last_name: Kourkoulis
language:
- iso: eng
publication: Conference proceedings 38th Danubia Adria Symposium on Advances in Experimental
Mechanics
publication_identifier:
isbn:
- 978-618-86278-0-2
publication_status: published
quality_controlled: '1'
status: public
title: 'OPERATIONAL AND DEMAND-ORIENTED FIREFIGHTING EQUIPMENT '
type: conference
user_id: '68836'
year: '2022'
...
---
_id: '32871'
author:
- first_name: Marcel
full_name: Triebus, Marcel
id: '66036'
last_name: Triebus
- first_name: Moritz
full_name: Ostermann, Moritz
id: '44763'
last_name: Ostermann
orcid: https://orcid.org/0000-0003-1146-0443
- first_name: Thomas
full_name: Tröster, Thomas
id: '553'
last_name: Tröster
- first_name: Ilona
full_name: Horwath, Ilona
id: '68836'
last_name: Horwath
citation:
ama: 'Triebus M, Ostermann M, Tröster T, Horwath I. Advanced Automotive Components
by Fiber-Metal-Laminates. In: Materials in Car Body Engineering - Bad Nauheim.
; 2022.'
apa: Triebus, M., Ostermann, M., Tröster, T., & Horwath, I. (2022). Advanced
Automotive Components by Fiber-Metal-Laminates. Materials in Car Body Engineering
- Bad Nauheim. Materials in Car Body Engineering 2022, Bad Nauheim.
bibtex: '@inproceedings{Triebus_Ostermann_Tröster_Horwath_2022, title={Advanced
Automotive Components by Fiber-Metal-Laminates}, booktitle={Materials in Car Body
Engineering - Bad Nauheim}, author={Triebus, Marcel and Ostermann, Moritz and
Tröster, Thomas and Horwath, Ilona}, year={2022} }'
chicago: Triebus, Marcel, Moritz Ostermann, Thomas Tröster, and Ilona Horwath. “Advanced
Automotive Components by Fiber-Metal-Laminates.” In Materials in Car Body Engineering
- Bad Nauheim, 2022.
ieee: M. Triebus, M. Ostermann, T. Tröster, and I. Horwath, “Advanced Automotive
Components by Fiber-Metal-Laminates,” presented at the Materials in Car Body Engineering
2022, Bad Nauheim, 2022.
mla: Triebus, Marcel, et al. “Advanced Automotive Components by Fiber-Metal-Laminates.”
Materials in Car Body Engineering - Bad Nauheim, 2022.
short: 'M. Triebus, M. Ostermann, T. Tröster, I. Horwath, in: Materials in Car Body
Engineering - Bad Nauheim, 2022.'
conference:
end_date: 2022-07-06
location: Bad Nauheim
name: Materials in Car Body Engineering 2022
start_date: 2022-07-05
date_created: 2022-08-17T08:06:47Z
date_updated: 2023-05-03T08:27:04Z
department:
- _id: '321'
- _id: '9'
- _id: '149'
- _id: '603'
language:
- iso: eng
publication: Materials in Car Body Engineering - Bad Nauheim
quality_controlled: '1'
status: public
title: Advanced Automotive Components by Fiber-Metal-Laminates
type: conference_abstract
user_id: '68836'
year: '2022'
...
---
_id: '24456'
abstract:
- lang: eng
text: One objective of current research in explainable intelligent systems is to
implement social aspects in order to increase the relevance of explanations. In
this paper, we argue that a novel conceptual framework is needed to overcome shortcomings
of existing AI systems with little attention to processes of interaction and learning.
Drawing from research in interaction and development, we first outline the novel
conceptual framework that pushes the design of AI systems toward true interactivity
with an emphasis on the role of the partner and social relevance. We propose that
AI systems will be able to provide a meaningful and relevant explanation only
if the process of explaining is extended to active contribution of both partners
that brings about dynamics that is modulated by different levels of analysis.
Accordingly, our conceptual framework comprises monitoring and scaffolding as
key concepts and claims that the process of explaining is not only modulated by
the interaction between explainee and explainer but is embedded into a larger
social context in which conventionalized and routinized behaviors are established.
We discuss our conceptual framework in relation to the established objectives
of transparency and autonomy that are raised for the design of explainable AI
systems currently.
article_type: original
author:
- first_name: Katharina J.
full_name: Rohlfing, Katharina J.
id: '50352'
last_name: Rohlfing
- first_name: Philipp
full_name: Cimiano, Philipp
last_name: Cimiano
- first_name: Ingrid
full_name: Scharlau, Ingrid
id: '451'
last_name: Scharlau
orcid: 0000-0003-2364-9489
- first_name: Tobias
full_name: Matzner, Tobias
id: '65695'
last_name: Matzner
- first_name: Heike M.
full_name: Buhl, Heike M.
id: '27152'
last_name: Buhl
- first_name: Hendrik
full_name: Buschmeier, Hendrik
last_name: Buschmeier
- first_name: Elena
full_name: Esposito, Elena
last_name: Esposito
- first_name: Angela
full_name: Grimminger, Angela
id: '57578'
last_name: Grimminger
- first_name: Barbara
full_name: Hammer, Barbara
last_name: Hammer
- first_name: Reinhold
full_name: Haeb-Umbach, Reinhold
id: '242'
last_name: Haeb-Umbach
- first_name: Ilona
full_name: Horwath, Ilona
id: '68836'
last_name: Horwath
- first_name: Eyke
full_name: Hüllermeier, Eyke
id: '48129'
last_name: Hüllermeier
- first_name: Friederike
full_name: Kern, Friederike
last_name: Kern
- first_name: Stefan
full_name: Kopp, Stefan
last_name: Kopp
- first_name: Kirsten
full_name: Thommes, Kirsten
id: '72497'
last_name: Thommes
- first_name: Axel-Cyrille
full_name: Ngonga Ngomo, Axel-Cyrille
id: '65716'
last_name: Ngonga Ngomo
- first_name: Carsten
full_name: Schulte, Carsten
id: '60311'
last_name: Schulte
- first_name: Henning
full_name: Wachsmuth, Henning
id: '3900'
last_name: Wachsmuth
- first_name: Petra
full_name: Wagner, Petra
last_name: Wagner
- first_name: Britta
full_name: Wrede, Britta
last_name: Wrede
citation:
ama: 'Rohlfing KJ, Cimiano P, Scharlau I, et al. Explanation as a Social Practice:
Toward a Conceptual Framework for the Social Design of AI Systems. IEEE Transactions
on Cognitive and Developmental Systems. 2021;13(3):717-728. doi:10.1109/tcds.2020.3044366'
apa: 'Rohlfing, K. J., Cimiano, P., Scharlau, I., Matzner, T., Buhl, H. M., Buschmeier,
H., Esposito, E., Grimminger, A., Hammer, B., Haeb-Umbach, R., Horwath, I., Hüllermeier,
E., Kern, F., Kopp, S., Thommes, K., Ngonga Ngomo, A.-C., Schulte, C., Wachsmuth,
H., Wagner, P., & Wrede, B. (2021). Explanation as a Social Practice: Toward
a Conceptual Framework for the Social Design of AI Systems. IEEE Transactions
on Cognitive and Developmental Systems, 13(3), 717–728. https://doi.org/10.1109/tcds.2020.3044366'
bibtex: '@article{Rohlfing_Cimiano_Scharlau_Matzner_Buhl_Buschmeier_Esposito_Grimminger_Hammer_Haeb-Umbach_et
al._2021, title={Explanation as a Social Practice: Toward a Conceptual Framework
for the Social Design of AI Systems}, volume={13}, DOI={10.1109/tcds.2020.3044366},
number={3}, journal={IEEE Transactions on Cognitive and Developmental Systems},
author={Rohlfing, Katharina J. and Cimiano, Philipp and Scharlau, Ingrid and Matzner,
Tobias and Buhl, Heike M. and Buschmeier, Hendrik and Esposito, Elena and Grimminger,
Angela and Hammer, Barbara and Haeb-Umbach, Reinhold and et al.}, year={2021},
pages={717–728} }'
chicago: 'Rohlfing, Katharina J., Philipp Cimiano, Ingrid Scharlau, Tobias Matzner,
Heike M. Buhl, Hendrik Buschmeier, Elena Esposito, et al. “Explanation as a Social
Practice: Toward a Conceptual Framework for the Social Design of AI Systems.”
IEEE Transactions on Cognitive and Developmental Systems 13, no. 3 (2021):
717–28. https://doi.org/10.1109/tcds.2020.3044366.'
ieee: 'K. J. Rohlfing et al., “Explanation as a Social Practice: Toward a
Conceptual Framework for the Social Design of AI Systems,” IEEE Transactions
on Cognitive and Developmental Systems, vol. 13, no. 3, pp. 717–728, 2021,
doi: 10.1109/tcds.2020.3044366.'
mla: 'Rohlfing, Katharina J., et al. “Explanation as a Social Practice: Toward a
Conceptual Framework for the Social Design of AI Systems.” IEEE Transactions
on Cognitive and Developmental Systems, vol. 13, no. 3, 2021, pp. 717–28,
doi:10.1109/tcds.2020.3044366.'
short: K.J. Rohlfing, P. Cimiano, I. Scharlau, T. Matzner, H.M. Buhl, H. Buschmeier,
E. Esposito, A. Grimminger, B. Hammer, R. Haeb-Umbach, I. Horwath, E. Hüllermeier,
F. Kern, S. Kopp, K. Thommes, A.-C. Ngonga Ngomo, C. Schulte, H. Wachsmuth, P.
Wagner, B. Wrede, IEEE Transactions on Cognitive and Developmental Systems 13
(2021) 717–728.
date_created: 2021-09-14T20:52:57Z
date_updated: 2023-12-05T10:15:02Z
ddc:
- '300'
department:
- _id: '603'
- _id: '749'
- _id: '424'
- _id: '67'
- _id: '574'
- _id: '184'
- _id: '757'
- _id: '54'
- _id: '178'
doi: 10.1109/tcds.2020.3044366
file:
- access_level: open_access
content_type: application/pdf
creator: haebumb
date_created: 2023-11-20T16:33:51Z
date_updated: 2023-11-20T16:33:51Z
file_id: '49081'
file_name: 2020-12-01_explainability_final_version.pdf
file_size: 626217
relation: main_file
file_date_updated: 2023-11-20T16:33:51Z
has_accepted_license: '1'
intvolume: ' 13'
issue: '3'
keyword:
- Explainability
- process ofexplaining andunderstanding
- explainable artificial systems
language:
- iso: eng
oa: '1'
page: 717-728
project:
- _id: '109'
grant_number: '438445824'
name: 'TRR 318: TRR 318 - Erklärbarkeit konstruieren'
publication: IEEE Transactions on Cognitive and Developmental Systems
publication_identifier:
issn:
- 2379-8920
- 2379-8939
publication_status: published
quality_controlled: '1'
status: public
title: 'Explanation as a Social Practice: Toward a Conceptual Framework for the Social
Design of AI Systems'
type: journal_article
user_id: '42933'
volume: 13
year: '2021'
...
---
_id: '28415'
author:
- first_name: Hendrik
full_name: Hanses, Hendrik
id: '64527'
last_name: Hanses
- first_name: Ilona
full_name: Horwath, Ilona
id: '68836'
last_name: Horwath
citation:
ama: 'Hanses H, Horwath I. PROJECT FOR THE DEVELOPMENT OF OPERATIONAL AND DEMAND-ORIENTED
FIREFIGHTING EQUIPMENT. In: Holl HJ, ed. Book of Abstracts 37th Danubia Adria
Symposium on Advances in Experimental Mechanics. ; 2021.'
apa: Hanses, H., & Horwath, I. (2021). PROJECT FOR THE DEVELOPMENT OF OPERATIONAL
AND DEMAND-ORIENTED FIREFIGHTING EQUIPMENT. In H. J. Holl (Ed.), Book of Abstracts
37th Danubia Adria Symposium on Advances in Experimental Mechanics.
bibtex: '@inproceedings{Hanses_Horwath_2021, title={PROJECT FOR THE DEVELOPMENT
OF OPERATIONAL AND DEMAND-ORIENTED FIREFIGHTING EQUIPMENT}, booktitle={Book of
Abstracts 37th Danubia Adria Symposium on Advances in Experimental Mechanics},
author={Hanses, Hendrik and Horwath, Ilona}, editor={Holl, Helmut J.}, year={2021}
}'
chicago: Hanses, Hendrik, and Ilona Horwath. “PROJECT FOR THE DEVELOPMENT OF OPERATIONAL
AND DEMAND-ORIENTED FIREFIGHTING EQUIPMENT.” In Book of Abstracts 37th Danubia
Adria Symposium on Advances in Experimental Mechanics, edited by Helmut J.
Holl, 2021.
ieee: H. Hanses and I. Horwath, “PROJECT FOR THE DEVELOPMENT OF OPERATIONAL AND
DEMAND-ORIENTED FIREFIGHTING EQUIPMENT,” in Book of Abstracts 37th Danubia
Adria Symposium on Advances in Experimental Mechanics, Linz, 2021.
mla: Hanses, Hendrik, and Ilona Horwath. “PROJECT FOR THE DEVELOPMENT OF OPERATIONAL
AND DEMAND-ORIENTED FIREFIGHTING EQUIPMENT.” Book of Abstracts 37th Danubia
Adria Symposium on Advances in Experimental Mechanics, edited by Helmut J.
Holl, 2021.
short: 'H. Hanses, I. Horwath, in: H.J. Holl (Ed.), Book of Abstracts 37th Danubia
Adria Symposium on Advances in Experimental Mechanics, 2021.'
conference:
end_date: 2021.09.24
location: Linz
name: 37th Danubia Adria Symposium on Advances in Experimental Mechanics
start_date: 2021.09.21
date_created: 2021-12-08T08:25:25Z
date_updated: 2023-01-17T10:34:58Z
department:
- _id: '603'
- _id: '9'
- _id: '321'
editor:
- first_name: Helmut J.
full_name: Holl, Helmut J.
last_name: Holl
language:
- iso: eng
publication: Book of Abstracts 37th Danubia Adria Symposium on Advances in Experimental
Mechanics
publication_identifier:
isbn:
- 978-3-9504997-0-4
publication_status: published
quality_controlled: '1'
status: public
title: PROJECT FOR THE DEVELOPMENT OF OPERATIONAL AND DEMAND-ORIENTED FIREFIGHTING
EQUIPMENT
type: conference
user_id: '64527'
year: '2021'
...
---
_id: '24901'
abstract:
- lang: eng
text: 'AbstractIn child–robot interaction (cHRI)
research, many studies pursue the goal to develop interactive systems that can
be applied in everyday settings. For early education, increasingly, the setting
of a kindergarten is targeted. However, when cHRI and research are brought into
a kindergarten, a range of ethical and related procedural aspects have to be considered
and dealt with. While ethical models elaborated within other human–robot interaction
settings, e.g., assisted living contexts, can provide some important indicators
for relevant issues, we argue that it is important to start developing a systematic
approach to identify and tackle those ethical issues which rise with cHRI in kindergarten
settings on a more global level and address the impact of the technology from
a macroperspective beyond the effects on the individual. Based on our experience
in conducting studies with children in general and pedagogical considerations
on the role of the institution of kindergarten in specific, in this paper, we
enfold some relevant aspects that have barely been addressed in an explicit way
in current cHRI research. Four areas are analyzed and key ethical issues are identified
in each area: (1) the institutional setting of a kindergarten, (2) children as
a vulnerable group, (3) the caregivers’ role, and (4) pedagogical concepts. With
our considerations, we aim at (i) broadening the methodology of the current studies
within the area of cHRI, (ii) revalidate it based on our comprehensive empirical
experience with research in kindergarten settings, both laboratory and real-world
contexts, and (iii) provide a framework for the development of a more systematic
approach to address the ethical issues in cHRI research within kindergarten settings.'
author:
- first_name: Nils Frederik
full_name: Tolksdorf, Nils Frederik
id: '43289'
last_name: Tolksdorf
orcid: 0000-0001-6093-1219
- first_name: Scarlet
full_name: Siebert, Scarlet
last_name: Siebert
- first_name: Isabel
full_name: Zorn, Isabel
last_name: Zorn
- first_name: Ilona
full_name: Horwath, Ilona
id: '68836'
last_name: Horwath
- first_name: Katharina J.
full_name: Rohlfing, Katharina J.
id: '50352'
last_name: Rohlfing
citation:
ama: 'Tolksdorf NF, Siebert S, Zorn I, Horwath I, Rohlfing KJ. Ethical Considerations
of Applying Robots in Kindergarten Settings: Towards an Approach from a Macroperspective.
International Journal of Social Robotics. Published online 2021:129-140.
doi:10.1007/s12369-020-00622-3'
apa: 'Tolksdorf, N. F., Siebert, S., Zorn, I., Horwath, I., & Rohlfing, K. J.
(2021). Ethical Considerations of Applying Robots in Kindergarten Settings: Towards
an Approach from a Macroperspective. International Journal of Social Robotics,
129–140. https://doi.org/10.1007/s12369-020-00622-3'
bibtex: '@article{Tolksdorf_Siebert_Zorn_Horwath_Rohlfing_2021, title={Ethical Considerations
of Applying Robots in Kindergarten Settings: Towards an Approach from a Macroperspective},
DOI={10.1007/s12369-020-00622-3},
journal={International Journal of Social Robotics}, author={Tolksdorf, Nils Frederik
and Siebert, Scarlet and Zorn, Isabel and Horwath, Ilona and Rohlfing, Katharina
J.}, year={2021}, pages={129–140} }'
chicago: 'Tolksdorf, Nils Frederik, Scarlet Siebert, Isabel Zorn, Ilona Horwath,
and Katharina J. Rohlfing. “Ethical Considerations of Applying Robots in Kindergarten
Settings: Towards an Approach from a Macroperspective.” International Journal
of Social Robotics, 2021, 129–40. https://doi.org/10.1007/s12369-020-00622-3.'
ieee: 'N. F. Tolksdorf, S. Siebert, I. Zorn, I. Horwath, and K. J. Rohlfing, “Ethical
Considerations of Applying Robots in Kindergarten Settings: Towards an Approach
from a Macroperspective,” International Journal of Social Robotics, pp.
129–140, 2021, doi: 10.1007/s12369-020-00622-3.'
mla: 'Tolksdorf, Nils Frederik, et al. “Ethical Considerations of Applying Robots
in Kindergarten Settings: Towards an Approach from a Macroperspective.” International
Journal of Social Robotics, 2021, pp. 129–40, doi:10.1007/s12369-020-00622-3.'
short: N.F. Tolksdorf, S. Siebert, I. Zorn, I. Horwath, K.J. Rohlfing, International
Journal of Social Robotics (2021) 129–140.
date_created: 2021-09-23T11:03:50Z
date_updated: 2023-05-03T08:24:33Z
department:
- _id: '749'
doi: 10.1007/s12369-020-00622-3
language:
- iso: eng
page: 129-140
publication: International Journal of Social Robotics
publication_identifier:
issn:
- 1875-4791
- 1875-4805
publication_status: published
quality_controlled: '1'
status: public
title: 'Ethical Considerations of Applying Robots in Kindergarten Settings: Towards
an Approach from a Macroperspective'
type: journal_article
user_id: '68836'
year: '2021'
...
---
_id: '16052'
author:
- first_name: Ilona
full_name: Horwath, Ilona
id: '68836'
last_name: Horwath
- first_name: Silvia
full_name: Dohmeier-Fischer, Silvia
id: '16203'
last_name: Dohmeier-Fischer
- first_name: Nathalie
full_name: Weiß-Borkowski, Nathalie
last_name: Weiß-Borkowski
- first_name: Thomas
full_name: Tröster, Thomas
id: '553'
last_name: Tröster
citation:
ama: 'Horwath I, Dohmeier-Fischer S, Weiß-Borkowski N, Tröster T. FROM EMPOWERMENT
TO INNOVATION: INTER- AND TRANSDISCIPLINARY RESEARCH METHODS IN LIGHTWEIGHT ENGINEERING.
In: INTED2018 Proceedings. ; 2018. doi:10.21125/inted.2018.1651'
apa: 'Horwath, I., Dohmeier-Fischer, S., Weiß-Borkowski, N., & Tröster, T. (2018).
FROM EMPOWERMENT TO INNOVATION: INTER- AND TRANSDISCIPLINARY RESEARCH METHODS
IN LIGHTWEIGHT ENGINEERING. INTED2018 Proceedings. 12th International Technology,
Education and Development Conference, Valencia. https://doi.org/10.21125/inted.2018.1651'
bibtex: '@inproceedings{Horwath_Dohmeier-Fischer_Weiß-Borkowski_Tröster_2018, title={FROM
EMPOWERMENT TO INNOVATION: INTER- AND TRANSDISCIPLINARY RESEARCH METHODS IN LIGHTWEIGHT
ENGINEERING}, DOI={10.21125/inted.2018.1651},
booktitle={INTED2018 Proceedings}, author={Horwath, Ilona and Dohmeier-Fischer,
Silvia and Weiß-Borkowski, Nathalie and Tröster, Thomas}, year={2018} }'
chicago: 'Horwath, Ilona, Silvia Dohmeier-Fischer, Nathalie Weiß-Borkowski, and
Thomas Tröster. “FROM EMPOWERMENT TO INNOVATION: INTER- AND TRANSDISCIPLINARY
RESEARCH METHODS IN LIGHTWEIGHT ENGINEERING.” In INTED2018 Proceedings,
2018. https://doi.org/10.21125/inted.2018.1651.'
ieee: 'I. Horwath, S. Dohmeier-Fischer, N. Weiß-Borkowski, and T. Tröster, “FROM
EMPOWERMENT TO INNOVATION: INTER- AND TRANSDISCIPLINARY RESEARCH METHODS IN LIGHTWEIGHT
ENGINEERING,” presented at the 12th International Technology, Education and Development
Conference, Valencia, 2018, doi: 10.21125/inted.2018.1651.'
mla: 'Horwath, Ilona, et al. “FROM EMPOWERMENT TO INNOVATION: INTER- AND TRANSDISCIPLINARY
RESEARCH METHODS IN LIGHTWEIGHT ENGINEERING.” INTED2018 Proceedings, 2018,
doi:10.21125/inted.2018.1651.'
short: 'I. Horwath, S. Dohmeier-Fischer, N. Weiß-Borkowski, T. Tröster, in: INTED2018
Proceedings, 2018.'
conference:
end_date: 2018-03-06
location: Valencia
name: 12th International Technology, Education and Development Conference
start_date: 2018-03-05
date_created: 2020-02-24T16:16:58Z
date_updated: 2023-05-22T08:18:17Z
department:
- _id: '9'
- _id: '321'
- _id: '149'
doi: 10.21125/inted.2018.1651
language:
- iso: eng
publication: INTED2018 Proceedings
publication_identifier:
isbn:
- '9788469794807'
publication_status: published
status: public
title: 'FROM EMPOWERMENT TO INNOVATION: INTER- AND TRANSDISCIPLINARY RESEARCH METHODS
IN LIGHTWEIGHT ENGINEERING'
type: conference
user_id: '72008'
year: '2018'
...
---
_id: '16054'
author:
- first_name: Nathalie
full_name: Weiß-Borkowski, Nathalie
last_name: Weiß-Borkowski
- first_name: Ilona
full_name: Horwath, Ilona
id: '68836'
last_name: Horwath
- first_name: A.
full_name: Berscheid, A.
last_name: Berscheid
- first_name: Silvia
full_name: Dohmeier-Fischer, Silvia
id: '16203'
last_name: Dohmeier-Fischer
- first_name: Thomas
full_name: Tröster, Thomas
id: '553'
last_name: Tröster
citation:
ama: 'Weiß-Borkowski N, Horwath I, Berscheid A, Dohmeier-Fischer S, Tröster T. NEW
APPROACHES IN LIGHTWEIGHT DESIGN: V-MODEL OF LIGHTWEIGHT DESIGN BY COMPOSITES
AS AN APPROACH OF INTER- AND TRANSDISCIPLINARY RESEARCH. In: INTED2018 Proceedings.
; 2018. doi:10.21125/inted.2018.1298'
apa: 'Weiß-Borkowski, N., Horwath, I., Berscheid, A., Dohmeier-Fischer, S., &
Tröster, T. (2018). NEW APPROACHES IN LIGHTWEIGHT DESIGN: V-MODEL OF LIGHTWEIGHT
DESIGN BY COMPOSITES AS AN APPROACH OF INTER- AND TRANSDISCIPLINARY RESEARCH.
INTED2018 Proceedings. https://doi.org/10.21125/inted.2018.1298'
bibtex: '@inproceedings{Weiß-Borkowski_Horwath_Berscheid_Dohmeier-Fischer_Tröster_2018,
title={NEW APPROACHES IN LIGHTWEIGHT DESIGN: V-MODEL OF LIGHTWEIGHT DESIGN BY
COMPOSITES AS AN APPROACH OF INTER- AND TRANSDISCIPLINARY RESEARCH}, DOI={10.21125/inted.2018.1298},
booktitle={INTED2018 Proceedings}, author={Weiß-Borkowski, Nathalie and Horwath,
Ilona and Berscheid, A. and Dohmeier-Fischer, Silvia and Tröster, Thomas}, year={2018}
}'
chicago: 'Weiß-Borkowski, Nathalie, Ilona Horwath, A. Berscheid, Silvia Dohmeier-Fischer,
and Thomas Tröster. “NEW APPROACHES IN LIGHTWEIGHT DESIGN: V-MODEL OF LIGHTWEIGHT
DESIGN BY COMPOSITES AS AN APPROACH OF INTER- AND TRANSDISCIPLINARY RESEARCH.”
In INTED2018 Proceedings, 2018. https://doi.org/10.21125/inted.2018.1298.'
ieee: 'N. Weiß-Borkowski, I. Horwath, A. Berscheid, S. Dohmeier-Fischer, and T.
Tröster, “NEW APPROACHES IN LIGHTWEIGHT DESIGN: V-MODEL OF LIGHTWEIGHT DESIGN
BY COMPOSITES AS AN APPROACH OF INTER- AND TRANSDISCIPLINARY RESEARCH,” 2018,
doi: 10.21125/inted.2018.1298.'
mla: 'Weiß-Borkowski, Nathalie, et al. “NEW APPROACHES IN LIGHTWEIGHT DESIGN: V-MODEL
OF LIGHTWEIGHT DESIGN BY COMPOSITES AS AN APPROACH OF INTER- AND TRANSDISCIPLINARY
RESEARCH.” INTED2018 Proceedings, 2018, doi:10.21125/inted.2018.1298.'
short: 'N. Weiß-Borkowski, I. Horwath, A. Berscheid, S. Dohmeier-Fischer, T. Tröster,
in: INTED2018 Proceedings, 2018.'
date_created: 2020-02-24T16:20:09Z
date_updated: 2023-05-24T08:37:49Z
department:
- _id: '9'
- _id: '321'
- _id: '149'
doi: 10.21125/inted.2018.1298
language:
- iso: eng
publication: INTED2018 Proceedings
publication_identifier:
isbn:
- '9788469794807'
publication_status: published
status: public
title: 'NEW APPROACHES IN LIGHTWEIGHT DESIGN: V-MODEL OF LIGHTWEIGHT DESIGN BY COMPOSITES
AS AN APPROACH OF INTER- AND TRANSDISCIPLINARY RESEARCH'
type: conference
user_id: '72008'
year: '2018'
...