---
_id: '59917'
abstract:
- lang: eng
text: nder the slogan of trustworthy AI, much of contemporary AI research is focused
on designing AI systems and usage practices that inspire human trust and, thus,
enhance adoption of AI systems. However, a person affected by an AI system may
not be convinced by AI system design alone---neither should they, if the AI system
is embedded in a social context that gives good reason to believe that it is used
in tension with a person’s interest. In such cases, distrust in the system may
be justified and necessary to build meaningful trust in the first place. We propose
the term \emph{healthy distrust} to describe such a justified, careful stance
towards certain AI usage practices. We investigate prior notions of trust and
distrust in computer science, sociology, history, psychology, and philosophy,
outline a remaining gap that healthy distrust might fill and conceptualize healthy
distrust as a crucial part for AI usage that respects human autonomy.
author:
- first_name: Benjamin
full_name: Paaßen, Benjamin
last_name: Paaßen
- first_name: Suzana
full_name: Alpsancar, Suzana
id: '93637'
last_name: Alpsancar
- first_name: Tobias
full_name: Matzner, Tobias
id: '65695'
last_name: Matzner
- first_name: Ingrid
full_name: Scharlau, Ingrid
id: '451'
last_name: Scharlau
orcid: 0000-0003-2364-9489
citation:
ama: Paaßen B, Alpsancar S, Matzner T, Scharlau I. Healthy Distrust in AI systems.
arXiv. Published online 2025.
apa: Paaßen, B., Alpsancar, S., Matzner, T., & Scharlau, I. (2025). Healthy
Distrust in AI systems. In arXiv.
bibtex: '@article{Paaßen_Alpsancar_Matzner_Scharlau_2025, title={Healthy Distrust
in AI systems}, journal={arXiv}, author={Paaßen, Benjamin and Alpsancar, Suzana
and Matzner, Tobias and Scharlau, Ingrid}, year={2025} }'
chicago: Paaßen, Benjamin, Suzana Alpsancar, Tobias Matzner, and Ingrid Scharlau.
“Healthy Distrust in AI Systems.” ArXiv, 2025.
ieee: B. Paaßen, S. Alpsancar, T. Matzner, and I. Scharlau, “Healthy Distrust in
AI systems,” arXiv. 2025.
mla: Paaßen, Benjamin, et al. “Healthy Distrust in AI Systems.” ArXiv, 2025.
short: B. Paaßen, S. Alpsancar, T. Matzner, I. Scharlau, ArXiv (2025).
date_created: 2025-05-16T09:39:13Z
date_updated: 2025-11-18T09:38:01Z
department:
- _id: '424'
- _id: '26'
- _id: '756'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://arxiv.org/abs/2505.09747
oa: '1'
project:
- _id: '122'
name: 'TRR 318 - B3: TRR 318 - Subproject B3'
- _id: '124'
name: 'TRR 318 - C1: TRR 318 - Subproject C1 - Gesundes Misstrauen in Erklärungen'
- _id: '370'
name: 'TRR 318 - B06: TRR 318 - Teilprojekt B6 - Ethik und Normativität der erklärbaren
KI'
publication: arXiv
status: public
title: Healthy Distrust in AI systems
type: preprint
user_id: '93637'
year: '2025'
...
---
_id: '57531'
author:
- first_name: Suzana
full_name: Alpsancar, Suzana
id: '93637'
last_name: Alpsancar
- first_name: Heike M.
full_name: Buhl, Heike M.
id: '27152'
last_name: Buhl
- first_name: Tobias
full_name: Matzner, Tobias
id: '65695'
last_name: Matzner
- first_name: Ingrid
full_name: Scharlau, Ingrid
id: '451'
last_name: Scharlau
orcid: 0000-0003-2364-9489
citation:
ama: 'Alpsancar S, Buhl HM, Matzner T, Scharlau I. Explanation needs and ethical
demands: unpacking the instrumental value of XAI. AI and Ethics. 2025;5:3015–3033.
doi:https://doi.org/10.1007/s43681-024-00622-3'
apa: 'Alpsancar, S., Buhl, H. M., Matzner, T., & Scharlau, I. (2025). Explanation
needs and ethical demands: unpacking the instrumental value of XAI. AI and
Ethics, 5, 3015–3033. https://doi.org/10.1007/s43681-024-00622-3'
bibtex: '@article{Alpsancar_Buhl_Matzner_Scharlau_2025, title={Explanation needs
and ethical demands: unpacking the instrumental value of XAI}, volume={5}, DOI={https://doi.org/10.1007/s43681-024-00622-3},
journal={AI and Ethics}, publisher={Springer}, author={Alpsancar, Suzana and Buhl,
Heike M. and Matzner, Tobias and Scharlau, Ingrid}, year={2025}, pages={3015–3033}
}'
chicago: 'Alpsancar, Suzana, Heike M. Buhl, Tobias Matzner, and Ingrid Scharlau.
“Explanation Needs and Ethical Demands: Unpacking the Instrumental Value of XAI.”
AI and Ethics 5 (2025): 3015–3033. https://doi.org/10.1007/s43681-024-00622-3.'
ieee: 'S. Alpsancar, H. M. Buhl, T. Matzner, and I. Scharlau, “Explanation needs
and ethical demands: unpacking the instrumental value of XAI,” AI and Ethics,
vol. 5, pp. 3015–3033, 2025, doi: https://doi.org/10.1007/s43681-024-00622-3.'
mla: 'Alpsancar, Suzana, et al. “Explanation Needs and Ethical Demands: Unpacking
the Instrumental Value of XAI.” AI and Ethics, vol. 5, Springer, 2025,
pp. 3015–3033, doi:https://doi.org/10.1007/s43681-024-00622-3.'
short: S. Alpsancar, H.M. Buhl, T. Matzner, I. Scharlau, AI and Ethics 5 (2025)
3015–3033.
date_created: 2024-12-02T08:32:00Z
date_updated: 2025-11-25T21:27:44Z
department:
- _id: '756'
- _id: '26'
doi: https://doi.org/10.1007/s43681-024-00622-3
intvolume: ' 5'
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
page: 3015–3033
project:
- _id: '370'
name: 'TRR 318 - B06: TRR 318 - Teilprojekt B6 - Ethik und Normativität der erklärbaren
KI'
- _id: '111'
name: 'TRR 318 - A01: TRR 318 - Adaptives Erklären (Teilprojekt A01)'
- _id: '114'
name: 'TRR 318 - A04: TRR 318 - Integration des technischen Modells in das Partnermodell
bei der Erklärung von digitalen Artefakten (Teilprojekt A04)'
publication: AI and Ethics
publication_status: published
publisher: Springer
related_material:
link:
- relation: confirmation
url: https://links.springernature.com/f/a/xjbXcT06ufIgbHT1duGaHQ~~/AABE5gA~/RgRpMhXcP0SiaHR0cHM6Ly9saW5rLnNwcmluZ2VyLmNvbS8xMC4xMDA3L3M0MzY4MS0wMjQtMDA2MjItMz91dG1fc291cmNlPXJjdF9jb25ncmF0ZW1haWx0JnV0bV9tZWRpdW09ZW1haWwmdXRtX2NhbXBhaWduPW9hXzIwMjQxMjAzJnV0bV9jb250ZW50PTEwLjEwMDcvczQzNjgxLTAyNC0wMDYyMi0zVwNzcGNCCmdG3JBPZxsDc2FSIXN1emFuYS5hbHBzYW5jYXJAdW5pLXBhZGVyYm9ybi5kZVgEAAAHLA~~
status: public
title: 'Explanation needs and ethical demands: unpacking the instrumental value of
XAI'
type: journal_article
user_id: '93637'
volume: 5
year: '2025'
...
---
_id: '62305'
author:
- first_name: Wessel
full_name: Reijers, Wessel
id: '102524'
last_name: Reijers
orcid: 0000-0003-2505-1587
- first_name: Tobias
full_name: Matzner, Tobias
id: '65695'
last_name: Matzner
- first_name: Suzana
full_name: Alpsancar, Suzana
id: '93637'
last_name: Alpsancar
citation:
ama: 'Reijers W, Matzner T, Alpsancar S. Explainability and AI Governance. In: Farina
M, Yu X, Chen J, eds. Digital Development. Technology, Ethics and Governance.
Routledge; 2025. doi:10.4324/9781003567622-22'
apa: Reijers, W., Matzner, T., & Alpsancar, S. (2025). Explainability and AI
Governance. In M. Farina, X. Yu, & J. Chen (Eds.), Digital Development.
Technology, Ethics and Governance. Routledge. https://doi.org/10.4324/9781003567622-22
bibtex: '@inbook{Reijers_Matzner_Alpsancar_2025, place={New York}, title={Explainability
and AI Governance}, DOI={10.4324/9781003567622-22},
booktitle={Digital Development. Technology, Ethics and Governance}, publisher={Routledge},
author={Reijers, Wessel and Matzner, Tobias and Alpsancar, Suzana}, editor={Farina,
Mirko and Yu, Xiao and Chen, Jin}, year={2025} }'
chicago: 'Reijers, Wessel, Tobias Matzner, and Suzana Alpsancar. “Explainability
and AI Governance.” In Digital Development. Technology, Ethics and Governance,
edited by Mirko Farina, Xiao Yu, and Jin Chen. New York: Routledge, 2025. https://doi.org/10.4324/9781003567622-22.'
ieee: 'W. Reijers, T. Matzner, and S. Alpsancar, “Explainability and AI Governance,”
in Digital Development. Technology, Ethics and Governance, M. Farina, X.
Yu, and J. Chen, Eds. New York: Routledge, 2025.'
mla: Reijers, Wessel, et al. “Explainability and AI Governance.” Digital Development.
Technology, Ethics and Governance, edited by Mirko Farina et al., Routledge,
2025, doi:10.4324/9781003567622-22.
short: 'W. Reijers, T. Matzner, S. Alpsancar, in: M. Farina, X. Yu, J. Chen (Eds.),
Digital Development. Technology, Ethics and Governance, Routledge, New York, 2025.'
date_created: 2025-11-25T17:58:04Z
date_updated: 2025-11-25T21:25:31Z
department:
- _id: '26'
- _id: '756'
- _id: '660'
doi: 10.4324/9781003567622-22
editor:
- first_name: 'Mirko '
full_name: 'Farina, Mirko '
last_name: Farina
- first_name: 'Xiao '
full_name: 'Yu, Xiao '
last_name: Yu
- first_name: Jin
full_name: Chen, Jin
last_name: Chen
language:
- iso: eng
place: New York
project:
- _id: '370'
name: 'TRR 318; TP B06: Ethik und Normativität der erklärbaren KI'
publication: Digital Development. Technology, Ethics and Governance
publication_identifier:
isbn:
- '9781003567622'
publication_status: published
publisher: Routledge
status: public
title: Explainability and AI Governance
type: book_chapter
user_id: '93637'
year: '2025'
...
---
_id: '51764'
citation:
ama: Adelmann R, Matzner T, Miggelbrink M, Schulz C, eds. Filter – Medienwissenschaftliche
Symposien der DFG. MediaRep
apa: Adelmann, R., Matzner, T., Miggelbrink, M., & Schulz, C. (Eds.). (n.d.).
Filter – Medienwissenschaftliche Symposien der DFG. MediaRep.
bibtex: '@book{Adelmann_Matzner_Miggelbrink_Schulz, place={Marburg }, title={Filter
– Medienwissenschaftliche Symposien der DFG}, publisher={MediaRep} }'
chicago: 'Adelmann, Ralf, Tobias Matzner, Monique Miggelbrink, and Christian Schulz,
eds. Filter – Medienwissenschaftliche Symposien der DFG. Marburg : MediaRep,
n.d.'
ieee: 'R. Adelmann, T. Matzner, M. Miggelbrink, and C. Schulz, Eds., Filter –
Medienwissenschaftliche Symposien der DFG. Marburg : MediaRep.'
mla: Adelmann, Ralf, et al., editors. Filter – Medienwissenschaftliche Symposien
der DFG. MediaRep.
short: R. Adelmann, T. Matzner, M. Miggelbrink, C. Schulz, eds., Filter – Medienwissenschaftliche
Symposien der DFG, MediaRep, Marburg , n.d.
date_created: 2024-02-22T15:06:56Z
date_updated: 2024-07-02T06:19:00Z
department:
- _id: '757'
editor:
- first_name: Ralf
full_name: Adelmann, Ralf
id: '1'
last_name: Adelmann
- first_name: Tobias
full_name: Matzner, Tobias
id: '65695'
last_name: Matzner
- first_name: Monique
full_name: Miggelbrink, Monique
id: '5042'
last_name: Miggelbrink
- first_name: Christian
full_name: Schulz, Christian
id: '72684'
last_name: Schulz
language:
- iso: ger
place: 'Marburg '
publication_status: inpress
publisher: MediaRep
status: public
title: Filter – Medienwissenschaftliche Symposien der DFG
type: book_editor
user_id: '72684'
year: '2024'
...
---
_id: '57172'
author:
- first_name: Wessel
full_name: Reijers, Wessel
id: '102524'
last_name: Reijers
orcid: 0000-0003-2505-1587
- first_name: Tobias
full_name: Matzner, Tobias
id: '65695'
last_name: Matzner
- first_name: Suzana
full_name: Alpsancar, Suzana
id: '93637'
last_name: Alpsancar
- first_name: Martina
full_name: Philippi, Martina
id: '100856'
last_name: Philippi
citation:
ama: 'Reijers W, Matzner T, Alpsancar S, Philippi M. AI explainability, temporality,
and civic virtue. In: Smart Ethics in the Digital World: Proceedings of the
ETHICOMP 2024. 21th International Conference on the Ethical and Social Impacts
of ICT. Universidad de La Rioja, 2024. ; 2024.'
apa: 'Reijers, W., Matzner, T., Alpsancar, S., & Philippi, M. (2024). AI explainability,
temporality, and civic virtue. Smart Ethics in the Digital World: Proceedings
of the ETHICOMP 2024. 21th International Conference on the Ethical and Social
Impacts of ICT. Universidad de La Rioja, 2024.'
bibtex: '@inproceedings{Reijers_Matzner_Alpsancar_Philippi_2024, place={Longrono},
title={AI explainability, temporality, and civic virtue}, booktitle={Smart Ethics
in the Digital World: Proceedings of the ETHICOMP 2024. 21th International Conference
on the Ethical and Social Impacts of ICT. Universidad de La Rioja, 2024.}, author={Reijers,
Wessel and Matzner, Tobias and Alpsancar, Suzana and Philippi, Martina}, year={2024}
}'
chicago: 'Reijers, Wessel, Tobias Matzner, Suzana Alpsancar, and Martina Philippi.
“AI Explainability, Temporality, and Civic Virtue.” In Smart Ethics in the
Digital World: Proceedings of the ETHICOMP 2024. 21th International Conference
on the Ethical and Social Impacts of ICT. Universidad de La Rioja, 2024. Longrono,
2024.'
ieee: W. Reijers, T. Matzner, S. Alpsancar, and M. Philippi, “AI explainability,
temporality, and civic virtue,” 2024.
mla: 'Reijers, Wessel, et al. “AI Explainability, Temporality, and Civic Virtue.”
Smart Ethics in the Digital World: Proceedings of the ETHICOMP 2024. 21th International
Conference on the Ethical and Social Impacts of ICT. Universidad de La Rioja,
2024., 2024.'
short: 'W. Reijers, T. Matzner, S. Alpsancar, M. Philippi, in: Smart Ethics in the
Digital World: Proceedings of the ETHICOMP 2024. 21th International Conference
on the Ethical and Social Impacts of ICT. Universidad de La Rioja, 2024., Longrono,
2024.'
date_created: 2024-11-18T10:06:46Z
date_updated: 2024-12-17T11:44:41Z
department:
- _id: '756'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://dialnet.unirioja.es/descarga/articulo/9326093.pdf
oa: '1'
place: Longrono
project:
- _id: '370'
grant_number: '438445824'
name: 'TRR 318 - B06: TRR 318 - Teilprojekt B6 - Ethik und Normativität der erklärbaren
KI'
publication: 'Smart Ethics in the Digital World: Proceedings of the ETHICOMP 2024.
21th International Conference on the Ethical and Social Impacts of ICT. Universidad
de La Rioja, 2024.'
publication_status: published
status: public
title: AI explainability, temporality, and civic virtue
type: conference_abstract
user_id: '93637'
year: '2024'
...
---
_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: '42886'
author:
- first_name: Tobias
full_name: Matzner, Tobias
id: '65695'
last_name: Matzner
citation:
ama: Matzner T. Algorithms as complementary abstractions. Published online first
2022. New Media & Society. Published online 2022. doi:https://doi.org/10.1177/14614448221078604
apa: Matzner, T. (2022). Algorithms as complementary abstractions. Published online
first 2022. New Media & Society. https://doi.org/10.1177/14614448221078604
bibtex: '@article{Matzner_2022, title={Algorithms as complementary abstractions.
Published online first 2022}, DOI={https://doi.org/10.1177/14614448221078604},
journal={New Media & Society}, author={Matzner, Tobias}, year={2022} }'
chicago: Matzner, Tobias. “Algorithms as Complementary Abstractions. Published Online
First 2022.” New Media & Society, 2022. https://doi.org/10.1177/14614448221078604.
ieee: 'T. Matzner, “Algorithms as complementary abstractions. Published online first
2022,” New Media & Society, 2022, doi: https://doi.org/10.1177/14614448221078604.'
mla: Matzner, Tobias. “Algorithms as Complementary Abstractions. Published Online
First 2022.” New Media & Society, 2022, doi:https://doi.org/10.1177/14614448221078604.
short: T. Matzner, New Media & Society (2022).
date_created: 2023-03-09T10:59:21Z
date_updated: 2023-03-17T09:12:16Z
department:
- _id: '757'
doi: https://doi.org/10.1177/14614448221078604
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://doi.org/10.1177/14614448221078604
oa: '1'
publication: New Media & Society
status: public
title: Algorithms as complementary abstractions. Published online first 2022
type: journal_article
user_id: '49063'
year: '2022'
...
---
_id: '42885'
author:
- first_name: Tobias
full_name: Matzner, Tobias
id: '65695'
last_name: Matzner
- first_name: Maria
full_name: Robaszkiewicz, Maria
last_name: Robaszkiewicz
citation:
ama: 'Matzner T, Robaszkiewicz M. Hannah Arendt: Challenges of Plurality.
Springer ; 2022.'
apa: 'Matzner, T., & Robaszkiewicz, M. (2022). Hannah Arendt: Challenges
of Plurality. Springer .'
bibtex: '@book{Matzner_Robaszkiewicz_2022, place={Berlin, New York}, title={Hannah
Arendt: Challenges of Plurality}, publisher={Springer }, author={Matzner, Tobias
and Robaszkiewicz, Maria}, year={2022} }'
chicago: 'Matzner, Tobias, and Maria Robaszkiewicz. Hannah Arendt: Challenges
of Plurality. Berlin, New York: Springer , 2022.'
ieee: 'T. Matzner and M. Robaszkiewicz, Hannah Arendt: Challenges of Plurality.
Berlin, New York: Springer , 2022.'
mla: 'Matzner, Tobias, and Maria Robaszkiewicz. Hannah Arendt: Challenges of
Plurality. Springer , 2022.'
short: 'T. Matzner, M. Robaszkiewicz, Hannah Arendt: Challenges of Plurality, Springer
, Berlin, New York, 2022.'
date_created: 2023-03-09T10:57:05Z
date_updated: 2023-03-17T09:13:29Z
department:
- _id: '757'
language:
- iso: eng
place: Berlin, New York
publisher: 'Springer '
status: public
title: 'Hannah Arendt: Challenges of Plurality'
type: book
user_id: '49063'
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: '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: '50232'
citation:
ama: 'Robaszkiewicz MA, Matzner T, eds. Hannah Arendt: Challenges of Plurality.
Springer International Publishing; 2021. doi:10.1007/978-3-030-81712-1'
apa: 'Robaszkiewicz, M. A., & Matzner, T. (Eds.). (2021). Hannah Arendt:
Challenges of Plurality. Springer International Publishing. https://doi.org/10.1007/978-3-030-81712-1'
bibtex: '@book{Robaszkiewicz_Matzner_2021, place={Cham}, title={Hannah Arendt: Challenges
of Plurality}, DOI={10.1007/978-3-030-81712-1},
publisher={Springer International Publishing}, year={2021} }'
chicago: 'Robaszkiewicz, Maria Anna, and Tobias Matzner, eds. Hannah Arendt:
Challenges of Plurality. Cham: Springer International Publishing, 2021. https://doi.org/10.1007/978-3-030-81712-1.'
ieee: 'M. A. Robaszkiewicz and T. Matzner, Eds., Hannah Arendt: Challenges of
Plurality. Cham: Springer International Publishing, 2021.'
mla: 'Robaszkiewicz, Maria Anna, and Tobias Matzner, editors. Hannah Arendt:
Challenges of Plurality. Springer International Publishing, 2021, doi:10.1007/978-3-030-81712-1.'
short: 'M.A. Robaszkiewicz, T. Matzner, eds., Hannah Arendt: Challenges of Plurality,
Springer International Publishing, Cham, 2021.'
date_created: 2024-01-05T18:56:31Z
date_updated: 2024-01-12T16:45:54Z
doi: 10.1007/978-3-030-81712-1
editor:
- first_name: Maria Anna
full_name: Robaszkiewicz, Maria Anna
id: '26919'
last_name: Robaszkiewicz
- first_name: Tobias
full_name: Matzner, Tobias
id: '65695'
last_name: Matzner
language:
- iso: eng
place: Cham
publication_identifier:
isbn:
- '9783030817114'
- '9783030817121'
issn:
- 2523-8760
- 2523-8779
publication_status: published
publisher: Springer International Publishing
status: public
title: 'Hannah Arendt: Challenges of Plurality'
type: book_editor
user_id: '26919'
year: '2021'
...
---
_id: '51758'
author:
- first_name: 'Annika '
full_name: 'Bush, Annika '
last_name: Bush
- first_name: Birte
full_name: de Gruisbourne, Birte
id: '77538'
last_name: de Gruisbourne
- 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: 'Bush A, de Gruisbourne B, Matzner T, Schulz C. Data Literacy: Kompetenzrahmen
für Hochschulen .; 2021.'
apa: 'Bush, A., de Gruisbourne, B., Matzner, T., & Schulz, C. (2021). Data
Literacy: Kompetenzrahmen für Hochschulen .'
bibtex: '@book{Bush_de Gruisbourne_Matzner_Schulz_2021, title={Data Literacy: Kompetenzrahmen
für Hochschulen }, author={Bush, Annika and de Gruisbourne, Birte and Matzner,
Tobias and Schulz, Christian}, year={2021} }'
chicago: 'Bush, Annika , Birte de Gruisbourne, Tobias Matzner, and Christian Schulz.
Data Literacy: Kompetenzrahmen für Hochschulen , 2021.'
ieee: 'A. Bush, B. de Gruisbourne, T. Matzner, and C. Schulz, Data Literacy:
Kompetenzrahmen für Hochschulen . 2021.'
mla: 'Bush, Annika, et al. Data Literacy: Kompetenzrahmen für Hochschulen .
2021.'
short: 'A. Bush, B. de Gruisbourne, T. Matzner, C. Schulz, Data Literacy: Kompetenzrahmen
für Hochschulen , 2021.'
date_created: 2024-02-22T14:54:01Z
date_updated: 2024-07-02T06:20:07Z
department:
- _id: '757'
language:
- iso: ger
publication_status: published
status: public
title: 'Data Literacy: Kompetenzrahmen für Hochschulen '
type: working_paper
user_id: '72684'
year: '2021'
...
---
_id: '42904'
author:
- first_name: Tobias
full_name: Matzner, Tobias
id: '65695'
last_name: Matzner
citation:
ama: 'Matzner T. Die Fussgänger*innen autonomer Kraftfahrzeuge. Eine informatische
Dispositivanalyse. In: Sprenger F, ed. Autonome Autos – Die Zukunft des Verkehrs
und die Dispositive der Mobilität. Transcript ; 2021.'
apa: Matzner, T. (2021). Die Fussgänger*innen autonomer Kraftfahrzeuge. Eine informatische
Dispositivanalyse. In F. Sprenger (Ed.), Autonome Autos – Die Zukunft des Verkehrs
und die Dispositive der Mobilität. Transcript .
bibtex: '@inbook{Matzner_2021, place={Bielefeld}, title={Die Fussgänger*innen autonomer
Kraftfahrzeuge. Eine informatische Dispositivanalyse}, booktitle={Autonome Autos
– Die Zukunft des Verkehrs und die Dispositive der Mobilität}, publisher={Transcript
}, author={Matzner, Tobias}, editor={Sprenger, Florian}, year={2021} }'
chicago: 'Matzner, Tobias. “Die Fussgänger*innen autonomer Kraftfahrzeuge. Eine
informatische Dispositivanalyse.” In Autonome Autos – Die Zukunft des Verkehrs
und die Dispositive der Mobilität, edited by Florian Sprenger. Bielefeld:
Transcript , 2021.'
ieee: 'T. Matzner, “Die Fussgänger*innen autonomer Kraftfahrzeuge. Eine informatische
Dispositivanalyse,” in Autonome Autos – Die Zukunft des Verkehrs und die Dispositive
der Mobilität, F. Sprenger, Ed. Bielefeld: Transcript , 2021.'
mla: Matzner, Tobias. “Die Fussgänger*innen autonomer Kraftfahrzeuge. Eine informatische
Dispositivanalyse.” Autonome Autos – Die Zukunft des Verkehrs und die Dispositive
der Mobilität, edited by Florian Sprenger, Transcript , 2021.
short: 'T. Matzner, in: F. Sprenger (Ed.), Autonome Autos – Die Zukunft des Verkehrs
und die Dispositive der Mobilität, Transcript , Bielefeld, 2021.'
date_created: 2023-03-09T19:35:48Z
date_updated: 2023-03-17T09:09:38Z
department:
- _id: '757'
editor:
- first_name: Florian
full_name: Sprenger, Florian
last_name: Sprenger
language:
- iso: ger
place: Bielefeld
publication: Autonome Autos – Die Zukunft des Verkehrs und die Dispositive der Mobilität
publisher: 'Transcript '
status: public
title: Die Fussgänger*innen autonomer Kraftfahrzeuge. Eine informatische Dispositivanalyse
type: book_chapter
user_id: '49063'
year: '2021'
...
---
_id: '28181'
author:
- first_name: Birte
full_name: de Gruisbourne, Birte
id: '77538'
last_name: de Gruisbourne
- first_name: Tobias
full_name: Matzner, Tobias
id: '65695'
last_name: Matzner
citation:
ama: 'de Gruisbourne B, Matzner T. Herausforderungen digitaler Lehre. Eine Perspektive
der Care-Ethik. In: Trier U, Schaper N, Vöing N, Osthushenrich J, Neiske I, eds.
Hochschule auf Abstand Ein multiperspektivischer Zugang zur digitalen Lehre.
1st ed. transcript; 2021:187-200. doi:.14361/9783839456903'
apa: de Gruisbourne, B., & Matzner, T. (2021). Herausforderungen digitaler Lehre.
Eine Perspektive der Care-Ethik. In U. Trier, N. Schaper, N. Vöing, J. Osthushenrich,
& I. Neiske (Eds.), Hochschule auf Abstand Ein multiperspektivischer Zugang
zur digitalen Lehre (1st ed., pp. 187–200). transcript. https://doi.org/.14361/9783839456903
bibtex: '@inbook{de Gruisbourne_Matzner_2021, place={Bielefeld}, edition={1}, title={Herausforderungen
digitaler Lehre. Eine Perspektive der Care-Ethik}, DOI={.14361/9783839456903},
booktitle={Hochschule auf Abstand Ein multiperspektivischer Zugang zur digitalen
Lehre}, publisher={transcript}, author={de Gruisbourne, Birte and Matzner, Tobias},
editor={Trier, Ulrike and Schaper, Niclas and Vöing, Nerea and Osthushenrich,
Judith and Neiske, Iris}, year={2021}, pages={187–200} }'
chicago: 'Gruisbourne, Birte de, and Tobias Matzner. “Herausforderungen digitaler
Lehre. Eine Perspektive der Care-Ethik.” In Hochschule auf Abstand Ein multiperspektivischer
Zugang zur digitalen Lehre, edited by Ulrike Trier, Niclas Schaper, Nerea
Vöing, Judith Osthushenrich, and Iris Neiske, 1st ed., 187–200. Bielefeld: transcript,
2021. https://doi.org/.14361/9783839456903.'
ieee: 'B. de Gruisbourne and T. Matzner, “Herausforderungen digitaler Lehre. Eine
Perspektive der Care-Ethik,” in Hochschule auf Abstand Ein multiperspektivischer
Zugang zur digitalen Lehre, 1st ed., U. Trier, N. Schaper, N. Vöing, J. Osthushenrich,
and I. Neiske, Eds. Bielefeld: transcript, 2021, pp. 187–200.'
mla: de Gruisbourne, Birte, and Tobias Matzner. “Herausforderungen digitaler Lehre.
Eine Perspektive der Care-Ethik.” Hochschule auf Abstand Ein multiperspektivischer
Zugang zur digitalen Lehre, edited by Ulrike Trier et al., 1st ed., transcript,
2021, pp. 187–200, doi:.14361/9783839456903.
short: 'B. de Gruisbourne, T. Matzner, in: U. Trier, N. Schaper, N. Vöing, J. Osthushenrich,
I. Neiske (Eds.), Hochschule auf Abstand Ein multiperspektivischer Zugang zur
digitalen Lehre, 1st ed., transcript, Bielefeld, 2021, pp. 187–200.'
date_created: 2021-11-30T17:22:06Z
date_updated: 2025-05-27T10:06:43Z
department:
- _id: '36'
doi: .14361/9783839456903
edition: '1'
editor:
- first_name: Ulrike
full_name: Trier, Ulrike
last_name: Trier
- first_name: Niclas
full_name: Schaper, Niclas
last_name: Schaper
- first_name: Nerea
full_name: Vöing, Nerea
last_name: Vöing
- first_name: Judith
full_name: Osthushenrich, Judith
last_name: Osthushenrich
- first_name: Iris
full_name: Neiske, Iris
last_name: Neiske
language:
- iso: ger
main_file_link:
- open_access: '1'
url: https://www.transcript-verlag.de/media/pdf/e3/4a/a9/oa9783839456903.pdf
oa: '1'
page: 187-200
place: Bielefeld
publication: Hochschule auf Abstand Ein multiperspektivischer Zugang zur digitalen
Lehre
publication_status: published
publisher: transcript
status: public
title: Herausforderungen digitaler Lehre. Eine Perspektive der Care-Ethik
type: book_chapter
user_id: '77538'
year: '2021'
...
---
_id: '42929'
author:
- first_name: Tobias
full_name: Matzner, Tobias
id: '65695'
last_name: Matzner
- first_name: Jessica
full_name: Heesen, Jessica
last_name: Heesen
- first_name: Armin
full_name: Grundwald, Armin
last_name: Grundwald
- first_name: Alexander
full_name: Roßnagel, Alexander
last_name: Roßnagel
citation:
ama: Matzner T, Heesen J, Grundwald A, Roßnagel A. Ethik-Briefing. Leitfaden für
eine verantwortungsvolle Entwicklung und Anwendung von KI-Systemen. der Plattform
Lernende Systeme. 2020.
apa: Matzner, T., Heesen, J., Grundwald, A., & Roßnagel, A. (2020). Ethik-Briefing.
Leitfaden für eine verantwortungsvolle Entwicklung und Anwendung von KI-Systemen.
der Plattform Lernende Systeme.
bibtex: '@article{Matzner_Heesen_Grundwald_Roßnagel_2020, title={Ethik-Briefing.
Leitfaden für eine verantwortungsvolle Entwicklung und Anwendung von KI-Systemen},
journal={der Plattform Lernende Systeme}, author={Matzner, Tobias and Heesen,
Jessica and Grundwald, Armin and Roßnagel, Alexander}, year={2020} }'
chicago: Matzner, Tobias, Jessica Heesen, Armin Grundwald, and Alexander Roßnagel.
“Ethik-Briefing. Leitfaden für eine verantwortungsvolle Entwicklung und Anwendung
von KI-Systemen.” der Plattform Lernende Systeme, 2020.
ieee: T. Matzner, J. Heesen, A. Grundwald, and A. Roßnagel, “Ethik-Briefing. Leitfaden
für eine verantwortungsvolle Entwicklung und Anwendung von KI-Systemen,” der
Plattform Lernende Systeme, 2020.
mla: Matzner, Tobias, et al. “Ethik-Briefing. Leitfaden für eine verantwortungsvolle
Entwicklung und Anwendung von KI-Systemen.” der Plattform Lernende Systeme,
2020.
short: T. Matzner, J. Heesen, A. Grundwald, A. Roßnagel, der Plattform Lernende
Systeme (2020).
date_created: 2023-03-09T20:25:41Z
date_updated: 2023-03-17T09:03:23Z
department:
- _id: '757'
language:
- iso: ger
publication: der Plattform Lernende Systeme
publication_date: '2020'
status: public
title: Ethik-Briefing. Leitfaden für eine verantwortungsvolle Entwicklung und Anwendung
von KI-Systemen
type: newspaper_article
user_id: '49063'
year: '2020'
...
---
_id: '42931'
author:
- first_name: Tobias
full_name: Matzner, Tobias
id: '65695'
last_name: Matzner
citation:
ama: Matzner T. Digital ist anders — Über eine Universität ohne Präsenzlehre. Medium.com.
2020.
apa: Matzner, T. (2020). Digital ist anders — Über eine Universität ohne Präsenzlehre.
Medium.com.
bibtex: '@article{Matzner_2020, title={Digital ist anders — Über eine Universität
ohne Präsenzlehre}, journal={Medium.com}, author={Matzner, Tobias}, year={2020}
}'
chicago: Matzner, Tobias. “Digital ist anders — Über eine Universität ohne Präsenzlehre.”
Medium.com, 2020.
ieee: T. Matzner, “Digital ist anders — Über eine Universität ohne Präsenzlehre,”
Medium.com, 2020.
mla: Matzner, Tobias. “Digital ist anders — Über eine Universität ohne Präsenzlehre.”
Medium.com, 2020.
short: T. Matzner, Medium.com (2020).
date_created: 2023-03-09T20:28:38Z
date_updated: 2023-03-17T09:01:21Z
department:
- _id: '757'
language:
- iso: ger
publication: Medium.com
publication_date: 2020-03-24
status: public
title: Digital ist anders — Über eine Universität ohne Präsenzlehre
type: newspaper_article
user_id: '49063'
year: '2020'
...
---
_id: '42905'
author:
- first_name: Tobias
full_name: Matzner, Tobias
id: '65695'
last_name: Matzner
citation:
ama: 'Matzner T. Mediensucht? Über die Medikalisierung der Mediennutzung in Suchtdebatten.
In: Heidbrink L, Gröppel-Klein A, eds. Die dunklen Seiten des Konsums – Alte
Probleme, neue Herausforderungen. Nomos; 2020.'
apa: Matzner, T. (2020). Mediensucht? Über die Medikalisierung der Mediennutzung
in Suchtdebatten. In L. Heidbrink & A. Gröppel-Klein (Eds.), Die dunklen
Seiten des Konsums – Alte Probleme, neue Herausforderungen. Nomos.
bibtex: '@inbook{Matzner_2020, place={Baden-Baden}, title={Mediensucht? Über die
Medikalisierung der Mediennutzung in Suchtdebatten}, booktitle={Die dunklen Seiten
des Konsums – Alte Probleme, neue Herausforderungen}, publisher={Nomos}, author={Matzner,
Tobias}, editor={Heidbrink, Ludger and Gröppel-Klein, Andrea}, year={2020} }'
chicago: 'Matzner, Tobias. “Mediensucht? Über die Medikalisierung der Mediennutzung
in Suchtdebatten.” In Die dunklen Seiten des Konsums – Alte Probleme, neue
Herausforderungen, edited by Ludger Heidbrink and Andrea Gröppel-Klein. Baden-Baden:
Nomos, 2020.'
ieee: 'T. Matzner, “Mediensucht? Über die Medikalisierung der Mediennutzung in Suchtdebatten,”
in Die dunklen Seiten des Konsums – Alte Probleme, neue Herausforderungen,
L. Heidbrink and A. Gröppel-Klein, Eds. Baden-Baden: Nomos, 2020.'
mla: Matzner, Tobias. “Mediensucht? Über die Medikalisierung der Mediennutzung in
Suchtdebatten.” Die dunklen Seiten des Konsums – Alte Probleme, neue Herausforderungen,
edited by Ludger Heidbrink and Andrea Gröppel-Klein, Nomos, 2020.
short: 'T. Matzner, in: L. Heidbrink, A. Gröppel-Klein (Eds.), Die dunklen Seiten
des Konsums – Alte Probleme, neue Herausforderungen, Nomos, Baden-Baden, 2020.'
date_created: 2023-03-09T19:37:28Z
date_updated: 2023-03-17T09:09:32Z
department:
- _id: '757'
editor:
- first_name: Ludger
full_name: Heidbrink, Ludger
last_name: Heidbrink
- first_name: Andrea
full_name: Gröppel-Klein, Andrea
last_name: Gröppel-Klein
language:
- iso: ger
place: Baden-Baden
publication: Die dunklen Seiten des Konsums – Alte Probleme, neue Herausforderungen
publisher: Nomos
status: public
title: Mediensucht? Über die Medikalisierung der Mediennutzung in Suchtdebatten
type: book_chapter
user_id: '49063'
year: '2020'
...
---
_id: '28168'
author:
- first_name: Christian
full_name: Schulz, Christian
last_name: Schulz
- first_name: Tobias
full_name: Matzner, Tobias
id: '65695'
last_name: Matzner
citation:
ama: Schulz C, Matzner T. Feed the Interface – Social-Media-Feeds und filternde
Schwellen. Navigationen. 2020;20(2).
apa: Schulz, C., & Matzner, T. (2020). Feed the Interface – Social-Media-Feeds
und filternde Schwellen. Navigationen, 20(2).
bibtex: '@article{Schulz_Matzner_2020, title={Feed the Interface – Social-Media-Feeds
und filternde Schwellen}, volume={20}, number={2}, journal={Navigationen}, author={Schulz,
Christian and Matzner, Tobias}, year={2020} }'
chicago: Schulz, Christian, and Tobias Matzner. “Feed the Interface – Social-Media-Feeds
Und Filternde Schwellen.” Navigationen 20, no. 2 (2020).
ieee: C. Schulz and T. Matzner, “Feed the Interface – Social-Media-Feeds und filternde
Schwellen,” Navigationen, vol. 20, no. 2, 2020.
mla: Schulz, Christian, and Tobias Matzner. “Feed the Interface – Social-Media-Feeds
Und Filternde Schwellen.” Navigationen, vol. 20, no. 2, 2020.
short: C. Schulz, T. Matzner, Navigationen 20 (2020).
date_created: 2021-11-30T16:54:34Z
date_updated: 2023-03-17T10:25:12Z
department:
- _id: '757'
intvolume: ' 20'
issue: '2'
language:
- iso: eng
publication: Navigationen
status: public
title: Feed the Interface – Social-Media-Feeds und filternde Schwellen
type: journal_article
user_id: '49063'
volume: 20
year: '2020'
...
---
_id: '42912'
alternative_title:
- Hochschulforum Digitalisierung
author:
- first_name: Björn
full_name: Bohnenkamp, Björn
last_name: Bohnenkamp
- first_name: Marcus
full_name: ' Burkhardt, Marcus'
last_name: ' Burkhardt'
- first_name: Katja
full_name: ' Grashöfer, Katja'
last_name: ' Grashöfer'
- first_name: Adrianna
full_name: ' Hlukhovych, Adrianna'
last_name: ' Hlukhovych'
- first_name: Angela
full_name: Krewani, Angela
last_name: Krewani
- first_name: Tobias
full_name: Matzner, Tobias
id: '65695'
last_name: Matzner
- first_name: Petra
full_name: Missomelius, Petra
last_name: Missomelius
- first_name: Marie-Luise
full_name: Shnayien, Marie-Luise
id: '97841'
last_name: Shnayien
orcid: 0000-0001-5202-1813
citation:
ama: Bohnenkamp B, Burkhardt M, Grashöfer K, et al. Online-Lehre 2020 – Eine
medienwissenschaftliche Perspektive. Diskussionspapier Nr. 10.; 2020. doi:https://doi.org/10.25969/mediarep/14846
apa: Bohnenkamp, B., Burkhardt, M., Grashöfer, K., Hlukhovych, A., Krewani, A.,
Matzner, T., Missomelius, P., & Shnayien, M.-L. (2020). Online-Lehre 2020
– Eine medienwissenschaftliche Perspektive. Diskussionspapier Nr. 10. https://doi.org/10.25969/mediarep/14846
bibtex: '@book{Bohnenkamp_ Burkhardt_ Grashöfer_ Hlukhovych_Krewani_Matzner_Missomelius_Shnayien_2020,
title={Online-Lehre 2020 – Eine medienwissenschaftliche Perspektive. Diskussionspapier
Nr. 10}, DOI={https://doi.org/10.25969/mediarep/14846},
author={Bohnenkamp, Björn and Burkhardt, Marcus and Grashöfer, Katja and Hlukhovych,
Adrianna and Krewani, Angela and Matzner, Tobias and Missomelius, Petra and Shnayien,
Marie-Luise}, year={2020} }'
chicago: Bohnenkamp, Björn, Marcus Burkhardt, Katja Grashöfer, Adrianna Hlukhovych,
Angela Krewani, Tobias Matzner, Petra Missomelius, and Marie-Luise Shnayien. Online-Lehre
2020 – Eine medienwissenschaftliche Perspektive. Diskussionspapier Nr. 10,
2020. https://doi.org/10.25969/mediarep/14846.
ieee: B. Bohnenkamp et al., Online-Lehre 2020 – Eine medienwissenschaftliche
Perspektive. Diskussionspapier Nr. 10. 2020.
mla: Bohnenkamp, Björn, et al. Online-Lehre 2020 – Eine medienwissenschaftliche
Perspektive. Diskussionspapier Nr. 10. 2020, doi:https://doi.org/10.25969/mediarep/14846.
short: B. Bohnenkamp, M. Burkhardt, K. Grashöfer, A. Hlukhovych, A. Krewani,
T. Matzner, P. Missomelius, M.-L. Shnayien, Online-Lehre 2020 – Eine medienwissenschaftliche
Perspektive. Diskussionspapier Nr. 10, 2020.
date_created: 2023-03-09T19:56:33Z
date_updated: 2023-03-29T10:55:01Z
department:
- _id: '11'
doi: https://doi.org/10.25969/mediarep/14846
extern: '1'
language:
- iso: ger
publication_status: published
status: public
title: Online-Lehre 2020 – Eine medienwissenschaftliche Perspektive. Diskussionspapier
Nr. 10
type: working_paper
user_id: '71124'
year: '2020'
...
---
_id: '42937'
author:
- first_name: Tobias
full_name: Matzner, Tobias
id: '65695'
last_name: Matzner
- first_name: Susanne
full_name: Beck, Susanne
last_name: Beck
- first_name: Armin
full_name: Grundwald, Armin
last_name: Grundwald
- first_name: Kai
full_name: Jacob, Kai
last_name: Jacob
citation:
ama: Matzner T, Beck S, Grundwald A, Jacob K. Whitepaper Künstliche Intelligenz
und Diskriminierung – Herausforderungen und Lösungsansätze. der Plattform Lernende
Systeme. 2019.
apa: Matzner, T., Beck, S., Grundwald, A., & Jacob, K. (2019). Whitepaper Künstliche
Intelligenz und Diskriminierung – Herausforderungen und Lösungsansätze. der
Plattform Lernende Systeme.
bibtex: '@article{Matzner_Beck_Grundwald_Jacob_2019, title={Whitepaper Künstliche
Intelligenz und Diskriminierung – Herausforderungen und Lösungsansätze}, journal={der
Plattform Lernende Systeme}, author={Matzner, Tobias and Beck, Susanne and Grundwald,
Armin and Jacob, Kai}, year={2019} }'
chicago: Matzner, Tobias, Susanne Beck, Armin Grundwald, and Kai Jacob. “Whitepaper
Künstliche Intelligenz und Diskriminierung – Herausforderungen und Lösungsansätze.”
der Plattform Lernende Systeme, 2019.
ieee: T. Matzner, S. Beck, A. Grundwald, and K. Jacob, “Whitepaper Künstliche Intelligenz
und Diskriminierung – Herausforderungen und Lösungsansätze,” der Plattform
Lernende Systeme, 2019.
mla: Matzner, Tobias, et al. “Whitepaper Künstliche Intelligenz und Diskriminierung
– Herausforderungen und Lösungsansätze.” der Plattform Lernende Systeme,
2019.
short: T. Matzner, S. Beck, A. Grundwald, K. Jacob, der Plattform Lernende Systeme
(2019).
date_created: 2023-03-09T20:35:29Z
date_updated: 2023-03-17T09:04:11Z
department:
- _id: '757'
language:
- iso: ger
publication: der Plattform Lernende Systeme
publication_date: '2019'
status: public
title: Whitepaper Künstliche Intelligenz und Diskriminierung – Herausforderungen und
Lösungsansätze
type: newspaper_article
user_id: '49063'
year: '2019'
...