---
_id: '65065'
abstract:
- lang: eng
  text: "<jats:title>Abstract</jats:title>\r\n                  <jats:p>This introduction
    sets the stage for the present book. Whereas research in eXplainable AI (XAI)
    is motivated by societal changes and values, technology development largely ignores
    social aspects. This book aims to address this research gap with a systematic
    and comprehensive social view on explainable AI. Besides introducing many relevant
    concepts, the book offers first access to their possible implementation, thus
    advancing the development of more social XAI. The introduction starts by connecting
    the topic to the general research field of XAI. The second part defines the novel
    approach of social eXplainable AI (sXAI) along the three characteristics of social
    interaction such as patternedness, incrementality, and multimodality. Finally,
    the third part explains the structure followed by each chapter. The book offers
    insights not only for readers who work on technology development but also for
    those working in sociotechnical fields. Addressing an interdisciplinary readership,
    the book is an invitation for more exchange and further development of the sXAI
    field.</jats:p>"
citation:
  ama: Rohlfing KJ, Främling K, Lim B, Alpsancar S, Thommes K, eds. <i>Social Explainable
    AI</i>. Springer Nature Singapore; 2026. doi:<a href="https://doi.org/10.1007/978-981-96-5290-7_1">10.1007/978-981-96-5290-7_1</a>
  apa: Rohlfing, K. J., Främling, K., Lim, B., Alpsancar, S., &#38; Thommes, K. (Eds.).
    (2026). <i>Social Explainable AI</i>. Springer Nature Singapore. <a href="https://doi.org/10.1007/978-981-96-5290-7_1">https://doi.org/10.1007/978-981-96-5290-7_1</a>
  bibtex: '@book{Rohlfing_Främling_Lim_Alpsancar_Thommes_2026, place={Singapore},
    title={Social Explainable AI}, DOI={<a href="https://doi.org/10.1007/978-981-96-5290-7_1">10.1007/978-981-96-5290-7_1</a>},
    publisher={Springer Nature Singapore}, year={2026} }'
  chicago: 'Rohlfing, Katharina J., Kary Främling, Brian Lim, Suzana Alpsancar, and
    Kirsten Thommes, eds. <i>Social Explainable AI</i>. Singapore: Springer Nature
    Singapore, 2026. <a href="https://doi.org/10.1007/978-981-96-5290-7_1">https://doi.org/10.1007/978-981-96-5290-7_1</a>.'
  ieee: 'K. J. Rohlfing, K. Främling, B. Lim, S. Alpsancar, and K. Thommes, Eds.,
    <i>Social Explainable AI</i>. Singapore: Springer Nature Singapore, 2026.'
  mla: Rohlfing, Katharina J., et al., editors. <i>Social Explainable AI</i>. Springer
    Nature Singapore, 2026, doi:<a href="https://doi.org/10.1007/978-981-96-5290-7_1">10.1007/978-981-96-5290-7_1</a>.
  short: K.J. Rohlfing, K. Främling, B. Lim, S. Alpsancar, K. Thommes, eds., Social
    Explainable AI, Springer Nature Singapore, Singapore, 2026.
date_created: 2026-03-19T11:55:17Z
date_updated: 2026-03-19T11:59:42Z
department:
- _id: '26'
- _id: '756'
doi: 10.1007/978-981-96-5290-7_1
editor:
- first_name: Katharina J.
  full_name: Rohlfing, Katharina J.
  id: '50352'
  last_name: Rohlfing
  orcid: 0000-0002-5676-8233
- first_name: Kary
  full_name: Främling, Kary
  last_name: Främling
- first_name: Brian
  full_name: Lim, Brian
  last_name: Lim
- first_name: Suzana
  full_name: Alpsancar, Suzana
  id: '93637'
  last_name: Alpsancar
- first_name: Kirsten
  full_name: Thommes, Kirsten
  id: '72497'
  last_name: Thommes
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://link.springer.com/book/10.1007/978-981-96-5290-7
oa: '1'
place: Singapore
project:
- _id: '109'
  name: 'TRR 318: Erklärbarkeit konstruieren'
publication_identifier:
  isbn:
  - '9789819652891'
  - '9789819652907'
publication_status: published
publisher: Springer Nature Singapore
status: public
title: Social Explainable AI
type: book_editor
user_id: '93637'
year: '2026'
...
---
_id: '61323'
author:
- first_name: Britta
  full_name: Wrede, Britta
  last_name: Wrede
- first_name: Hendrik
  full_name: Buschmeier, Hendrik
  last_name: Buschmeier
- first_name: Katharina Justine
  full_name: Rohlfing, Katharina Justine
  id: '50352'
  last_name: Rohlfing
  orcid: 0000-0002-5676-8233
- first_name: Meisam
  full_name: Booshehri, Meisam
  last_name: Booshehri
- first_name: Angela
  full_name: Grimminger, Angela
  id: '57578'
  last_name: Grimminger
citation:
  ama: 'Wrede B, Buschmeier H, Rohlfing KJ, Booshehri M, Grimminger A. Incremental
    communication. In: Rohlfing KJ, Främling K, Alpsancar S, Thommes K, Lim BY, eds.
    <i>Social Explainable AI</i>. Springer; 2026:227-245. doi:<a href="https://doi.org/10.1007/978-981-96-5290-7_12">10.1007/978-981-96-5290-7_12</a>'
  apa: Wrede, B., Buschmeier, H., Rohlfing, K. J., Booshehri, M., &#38; Grimminger,
    A. (2026). Incremental communication. In K. J. Rohlfing, K. Främling, S. Alpsancar,
    K. Thommes, &#38; B. Y. Lim (Eds.), <i>Social Explainable AI</i> (pp. 227–245).
    Springer. <a href="https://doi.org/10.1007/978-981-96-5290-7_12">https://doi.org/10.1007/978-981-96-5290-7_12</a>
  bibtex: '@inbook{Wrede_Buschmeier_Rohlfing_Booshehri_Grimminger_2026, title={Incremental
    communication}, DOI={<a href="https://doi.org/10.1007/978-981-96-5290-7_12">10.1007/978-981-96-5290-7_12</a>},
    booktitle={Social Explainable AI}, publisher={Springer}, author={Wrede, Britta
    and Buschmeier, Hendrik and Rohlfing, Katharina Justine and Booshehri, Meisam
    and Grimminger, Angela}, editor={Rohlfing, Katharina J. and Främling, Kary and
    Alpsancar, Suzana and Thommes, Kirsten and Lim, Brian Y.}, year={2026}, pages={227–245}
    }'
  chicago: Wrede, Britta, Hendrik Buschmeier, Katharina Justine Rohlfing, Meisam Booshehri,
    and Angela Grimminger. “Incremental Communication.” In <i>Social Explainable AI</i>,
    edited by Katharina J. Rohlfing, Kary Främling, Suzana Alpsancar, Kirsten Thommes,
    and Brian Y. Lim, 227–45. Springer, 2026. <a href="https://doi.org/10.1007/978-981-96-5290-7_12">https://doi.org/10.1007/978-981-96-5290-7_12</a>.
  ieee: B. Wrede, H. Buschmeier, K. J. Rohlfing, M. Booshehri, and A. Grimminger,
    “Incremental communication,” in <i>Social Explainable AI</i>, K. J. Rohlfing,
    K. Främling, S. Alpsancar, K. Thommes, and B. Y. Lim, Eds. Springer, 2026, pp.
    227–245.
  mla: Wrede, Britta, et al. “Incremental Communication.” <i>Social Explainable AI</i>,
    edited by Katharina J. Rohlfing et al., Springer, 2026, pp. 227–45, doi:<a href="https://doi.org/10.1007/978-981-96-5290-7_12">10.1007/978-981-96-5290-7_12</a>.
  short: 'B. Wrede, H. Buschmeier, K.J. Rohlfing, M. Booshehri, A. Grimminger, in:
    K.J. Rohlfing, K. Främling, S. Alpsancar, K. Thommes, B.Y. Lim (Eds.), Social
    Explainable AI, Springer, 2026, pp. 227–245.'
date_created: 2025-09-17T10:16:36Z
date_updated: 2026-03-19T12:38:37Z
department:
- _id: '660'
doi: 10.1007/978-981-96-5290-7_12
editor:
- first_name: Katharina J.
  full_name: Rohlfing, Katharina J.
  last_name: Rohlfing
- first_name: Kary
  full_name: Främling, Kary
  last_name: Främling
- first_name: Suzana
  full_name: Alpsancar, Suzana
  last_name: Alpsancar
- first_name: Kirsten
  full_name: Thommes, Kirsten
  last_name: Thommes
- first_name: Brian Y.
  full_name: Lim, Brian Y.
  last_name: Lim
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
page: 227-245
project:
- _id: '112'
  name: 'TRR 318; TP A02: Verstehensprozess einer Erklärung beobachten und auswerten'
- _id: '111'
  name: 'TRR 318; TP A01: Adaptives Erklären'
- _id: '115'
  name: 'TRR 318; TP A05: Echtzeitmessung der Aufmerksamkeit im Mensch-Roboter-Erklärdialog'
- _id: '113'
  name: TRR 318 - Subproject A3
- _id: '118'
  name: 'TRR 318: Project Area INF'
publication: Social Explainable AI
publication_identifier:
  eisbn:
  - 978-981-96-5290-7
publication_status: epub_ahead
publisher: Springer
quality_controlled: '1'
related_material:
  link:
  - relation: original
    url: https://link.springer.com/chapter/10.1007/978-981-96-5290-7_12
status: public
title: Incremental communication
type: book_chapter
user_id: '57578'
year: '2026'
...
---
_id: '61321'
author:
- first_name: Angela
  full_name: Grimminger, Angela
  id: '57578'
  last_name: Grimminger
- first_name: Hendrik
  full_name: Buschmeier, Hendrik
  last_name: Buschmeier
citation:
  ama: 'Grimminger A, Buschmeier H. Theoretical aspects of multimodal processing.
    In: Rohlfing KJ, Främling K, Alpsancar S, Thommes K, Lim BY, eds. <i>Social Explainable
    AI</i>. Springer; 2026:351-365. doi:<a href="https://doi.org/10.1007/978-981-96-5290-7_18">10.1007/978-981-96-5290-7_18</a>'
  apa: Grimminger, A., &#38; Buschmeier, H. (2026). Theoretical aspects of multimodal
    processing. In K. J. Rohlfing, K. Främling, S. Alpsancar, K. Thommes, &#38; B.
    Y. Lim (Eds.), <i>Social Explainable AI</i> (pp. 351–365). Springer. <a href="https://doi.org/10.1007/978-981-96-5290-7_18">https://doi.org/10.1007/978-981-96-5290-7_18</a>
  bibtex: '@inbook{Grimminger_Buschmeier_2026, title={Theoretical aspects of multimodal
    processing}, DOI={<a href="https://doi.org/10.1007/978-981-96-5290-7_18">10.1007/978-981-96-5290-7_18</a>},
    booktitle={Social Explainable AI}, publisher={Springer}, author={Grimminger, Angela
    and Buschmeier, Hendrik}, editor={Rohlfing, Katharina J. and Främling, Kary and
    Alpsancar, Suzana and Thommes, Kirsten and Lim, Brian Y.}, year={2026}, pages={351–365}
    }'
  chicago: Grimminger, Angela, and Hendrik Buschmeier. “Theoretical Aspects of Multimodal
    Processing.” In <i>Social Explainable AI</i>, edited by Katharina J. Rohlfing,
    Kary Främling, Suzana Alpsancar, Kirsten Thommes, and Brian Y. Lim, 351–65. Springer,
    2026. <a href="https://doi.org/10.1007/978-981-96-5290-7_18">https://doi.org/10.1007/978-981-96-5290-7_18</a>.
  ieee: A. Grimminger and H. Buschmeier, “Theoretical aspects of multimodal processing,”
    in <i>Social Explainable AI</i>, K. J. Rohlfing, K. Främling, S. Alpsancar, K.
    Thommes, and B. Y. Lim, Eds. Springer, 2026, pp. 351–365.
  mla: Grimminger, Angela, and Hendrik Buschmeier. “Theoretical Aspects of Multimodal
    Processing.” <i>Social Explainable AI</i>, edited by Katharina J. Rohlfing et
    al., Springer, 2026, pp. 351–65, doi:<a href="https://doi.org/10.1007/978-981-96-5290-7_18">10.1007/978-981-96-5290-7_18</a>.
  short: 'A. Grimminger, H. Buschmeier, in: K.J. Rohlfing, K. Främling, S. Alpsancar,
    K. Thommes, B.Y. Lim (Eds.), Social Explainable AI, Springer, 2026, pp. 351–365.'
date_created: 2025-09-17T10:13:52Z
date_updated: 2026-03-19T12:48:40Z
department:
- _id: '660'
doi: 10.1007/978-981-96-5290-7_18
editor:
- first_name: Katharina J.
  full_name: Rohlfing, Katharina J.
  last_name: Rohlfing
- first_name: Kary
  full_name: Främling, Kary
  last_name: Främling
- first_name: Suzana
  full_name: Alpsancar, Suzana
  last_name: Alpsancar
- first_name: Kirsten
  full_name: Thommes, Kirsten
  last_name: Thommes
- first_name: Brian Y.
  full_name: Lim, Brian Y.
  last_name: Lim
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
page: 351-365
project:
- _id: '112'
  name: 'TRR 318; TP A02: Verstehensprozess einer Erklärung beobachten und auswerten'
publication: Social Explainable AI
publication_identifier:
  eisbn:
  - 978-981-96-5290-7
publication_status: published
publisher: Springer
quality_controlled: '1'
related_material:
  link:
  - relation: original
    url: https://link.springer.com/chapter/10.1007/978-981-96-5290-7_18
status: public
title: Theoretical aspects of multimodal processing
type: book_chapter
user_id: '57578'
year: '2026'
...
---
_id: '65066'
abstract:
- lang: eng
  text: "<jats:title>Abstract</jats:title>\r\n                  <jats:p>We investigate
    whether the recently approved reforms of the apportionment of parliamentary seats
    to parties in the German Bundestag affects the parties’ political influence measured
    by power indices. We find that under neither reform the underlying simple game,
    which describes the possibilities to form governments, remains unchanged and as
    a result the Shapley-Shubik and the Banzhaf index are unaltered. As a consequence,
    the major change resulting from the reforms is the reduction of the Bundestag’s
    size to 630 seats.</jats:p>"
article_type: original
author:
- first_name: Papatya
  full_name: Duman, Papatya
  last_name: Duman
- first_name: Claus-Jochen
  full_name: Haake, Claus-Jochen
  id: '20801'
  last_name: Haake
citation:
  ama: 'Duman P, Haake C-J. A Note on the Size Reduction Reform in the German Parliament:
    A Game Theoretic Analysis of Power Indices. <i>Review of Economics</i>. 2026;76(3):241-270.
    doi:<a href="https://doi.org/10.1515/roe-2024-0048">10.1515/roe-2024-0048</a>'
  apa: 'Duman, P., &#38; Haake, C.-J. (2026). A Note on the Size Reduction Reform
    in the German Parliament: A Game Theoretic Analysis of Power Indices. <i>Review
    of Economics</i>, <i>76</i>(3), 241–270. <a href="https://doi.org/10.1515/roe-2024-0048">https://doi.org/10.1515/roe-2024-0048</a>'
  bibtex: '@article{Duman_Haake_2026, title={A Note on the Size Reduction Reform in
    the German Parliament: A Game Theoretic Analysis of Power Indices}, volume={76},
    DOI={<a href="https://doi.org/10.1515/roe-2024-0048">10.1515/roe-2024-0048</a>},
    number={3}, journal={Review of Economics}, publisher={Walter de Gruyter GmbH},
    author={Duman, Papatya and Haake, Claus-Jochen}, year={2026}, pages={241–270}
    }'
  chicago: 'Duman, Papatya, and Claus-Jochen Haake. “A Note on the Size Reduction
    Reform in the German Parliament: A Game Theoretic Analysis of Power Indices.”
    <i>Review of Economics</i> 76, no. 3 (2026): 241–70. <a href="https://doi.org/10.1515/roe-2024-0048">https://doi.org/10.1515/roe-2024-0048</a>.'
  ieee: 'P. Duman and C.-J. Haake, “A Note on the Size Reduction Reform in the German
    Parliament: A Game Theoretic Analysis of Power Indices,” <i>Review of Economics</i>,
    vol. 76, no. 3, pp. 241–270, 2026, doi: <a href="https://doi.org/10.1515/roe-2024-0048">10.1515/roe-2024-0048</a>.'
  mla: 'Duman, Papatya, and Claus-Jochen Haake. “A Note on the Size Reduction Reform
    in the German Parliament: A Game Theoretic Analysis of Power Indices.” <i>Review
    of Economics</i>, vol. 76, no. 3, Walter de Gruyter GmbH, 2026, pp. 241–70, doi:<a
    href="https://doi.org/10.1515/roe-2024-0048">10.1515/roe-2024-0048</a>.'
  short: P. Duman, C.-J. Haake, Review of Economics 76 (2026) 241–270.
date_created: 2026-03-19T13:51:12Z
date_updated: 2026-03-19T13:56:59Z
department:
- _id: '205'
- _id: '475'
- _id: '200'
doi: 10.1515/roe-2024-0048
intvolume: '        76'
issue: '3'
jel:
- D72
- C71
keyword:
- Bundestag reform
- Banzhaf power index
- Shapley-Shubik power index
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://www.degruyterbrill.com/document/doi/10.1515/roe-2024-0048/html
oa: '1'
page: 241-270
publication: Review of Economics
publication_identifier:
  issn:
  - 0948-5139
  - 2366-035X
publication_status: published
publisher: Walter de Gruyter GmbH
quality_controlled: '1'
status: public
title: 'A Note on the Size Reduction Reform in the German Parliament: A Game Theoretic
  Analysis of Power Indices'
type: journal_article
user_id: '20801'
volume: 76
year: '2026'
...
---
_id: '64624'
author:
- first_name: Regine
  full_name: Lehberger, Regine
  id: '98966'
  last_name: Lehberger
  orcid: 0009-0007-0289-0288
citation:
  ama: 'Lehberger R. Reflexion von individuellen Selbstregulationsfähigkeiten zur
    Professionalisierung im bildungswissenschaftlichen Begleitseminar des Praxissemesters.
    In: Vogelsang C, Grotegut L, Bruns J, Riese J, Sabine F, eds. <i>Handlungsorientierung
    in der Ausbildung von Fachkräften und pädagogischen Fachkräften. Konzeptionen
    und Forschungsperspektiven</i>. Vol 2. Paderborner Beiträge zur Bildungsforschung
    und Lehrkräftebildung. Waxmann; 2026:185-193.'
  apa: Lehberger, R. (2026). Reflexion von individuellen Selbstregulationsfähigkeiten
    zur Professionalisierung im bildungswissenschaftlichen Begleitseminar des Praxissemesters.
    In C. Vogelsang, L. Grotegut, J. Bruns, J. Riese, &#38; F. Sabine (Eds.), <i>Handlungsorientierung
    in der Ausbildung von Fachkräften und pädagogischen Fachkräften. Konzeptionen
    und Forschungsperspektiven</i> (Vol. 2, pp. 185–193). Waxmann.
  bibtex: '@inbook{Lehberger_2026, place={Münster, New York}, series={Paderborner
    Beiträge zur Bildungsforschung und Lehrkräftebildung}, title={Reflexion von individuellen
    Selbstregulationsfähigkeiten zur Professionalisierung im bildungswissenschaftlichen
    Begleitseminar des Praxissemesters}, volume={2}, booktitle={Handlungsorientierung
    in der Ausbildung von Fachkräften und pädagogischen Fachkräften. Konzeptionen
    und Forschungsperspektiven}, publisher={Waxmann}, author={Lehberger, Regine},
    editor={Vogelsang, Christoph and Grotegut, Lea and Bruns, Julia and Riese, Josef
    and Sabine, Fechner}, year={2026}, pages={185–193}, collection={Paderborner Beiträge
    zur Bildungsforschung und Lehrkräftebildung} }'
  chicago: 'Lehberger, Regine. “Reflexion von individuellen Selbstregulationsfähigkeiten
    zur Professionalisierung im bildungswissenschaftlichen Begleitseminar des Praxissemesters.”
    In <i>Handlungsorientierung in der Ausbildung von Fachkräften und pädagogischen
    Fachkräften. Konzeptionen und Forschungsperspektiven</i>, edited by Christoph
    Vogelsang, Lea Grotegut, Julia Bruns, Josef Riese, and Fechner Sabine, 2:185–93.
    Paderborner Beiträge zur Bildungsforschung und Lehrkräftebildung. Münster, New
    York: Waxmann, 2026.'
  ieee: 'R. Lehberger, “Reflexion von individuellen Selbstregulationsfähigkeiten zur
    Professionalisierung im bildungswissenschaftlichen Begleitseminar des Praxissemesters,”
    in <i>Handlungsorientierung in der Ausbildung von Fachkräften und pädagogischen
    Fachkräften. Konzeptionen und Forschungsperspektiven</i>, vol. 2, C. Vogelsang,
    L. Grotegut, J. Bruns, J. Riese, and F. Sabine, Eds. Münster, New York: Waxmann,
    2026, pp. 185–193.'
  mla: Lehberger, Regine. “Reflexion von individuellen Selbstregulationsfähigkeiten
    zur Professionalisierung im bildungswissenschaftlichen Begleitseminar des Praxissemesters.”
    <i>Handlungsorientierung in der Ausbildung von Fachkräften und pädagogischen Fachkräften.
    Konzeptionen und Forschungsperspektiven</i>, edited by Christoph Vogelsang et
    al., vol. 2, Waxmann, 2026, pp. 185–93.
  short: 'R. Lehberger, in: C. Vogelsang, L. Grotegut, J. Bruns, J. Riese, F. Sabine
    (Eds.), Handlungsorientierung in der Ausbildung von Fachkräften und pädagogischen
    Fachkräften. Konzeptionen und Forschungsperspektiven, Waxmann, Münster, New York,
    2026, pp. 185–193.'
date_created: 2026-02-25T14:44:21Z
date_updated: 2026-03-20T07:08:07Z
department:
- _id: '36'
- _id: '4'
- _id: '459'
editor:
- first_name: Christoph
  full_name: Vogelsang, Christoph
  last_name: Vogelsang
- first_name: Lea
  full_name: Grotegut, Lea
  last_name: Grotegut
- first_name: Julia
  full_name: Bruns, Julia
  last_name: Bruns
- first_name: Josef
  full_name: Riese, Josef
  last_name: Riese
- first_name: Fechner
  full_name: Sabine, Fechner
  last_name: Sabine
intvolume: '         2'
language:
- iso: ger
main_file_link:
- open_access: '1'
  url: https://doi.org/10.31244/9783818851057
oa: '1'
page: 185-193
place: Münster, New York
publication: Handlungsorientierung in der Ausbildung von Fachkräften und pädagogischen
  Fachkräften. Konzeptionen und Forschungsperspektiven
publication_identifier:
  unknown:
  - 978-3-8188-0105-2
publication_status: published
publisher: Waxmann
series_title: Paderborner Beiträge zur Bildungsforschung und Lehrkräftebildung
status: public
title: Reflexion von individuellen Selbstregulationsfähigkeiten zur Professionalisierung
  im bildungswissenschaftlichen Begleitseminar des Praxissemesters
type: book_chapter
user_id: '98966'
volume: 2
year: '2026'
...
---
_id: '61322'
author:
- first_name: Stefan Teodorov
  full_name: Lazarov, Stefan Teodorov
  id: '90345'
  last_name: Lazarov
  orcid: 0009-0009-0892-9483
- first_name: Igor
  full_name: Tchappi, Igor
  last_name: Tchappi
- first_name: Angela
  full_name: Grimminger, Angela
  id: '57578'
  last_name: Grimminger
citation:
  ama: 'Lazarov ST, Tchappi I, Grimminger A. Characteristics of nonverbal behavior.
    In: Rohlfing KJ, Främling K, Alpsancar S, Thommes K, Lim BY, eds. <i>Social Explainable
    AI</i>. Springer; 2026:367-390. doi:<a href="https://doi.org/10.1007/978-981-96-5290-7_19">10.1007/978-981-96-5290-7_19</a>'
  apa: Lazarov, S. T., Tchappi, I., &#38; Grimminger, A. (2026). Characteristics of
    nonverbal behavior. In K. J. Rohlfing, K. Främling, S. Alpsancar, K. Thommes,
    &#38; B. Y. Lim (Eds.), <i>Social Explainable AI</i> (pp. 367–390). Springer.
    <a href="https://doi.org/10.1007/978-981-96-5290-7_19">https://doi.org/10.1007/978-981-96-5290-7_19</a>
  bibtex: '@inbook{Lazarov_Tchappi_Grimminger_2026, title={Characteristics of nonverbal
    behavior}, DOI={<a href="https://doi.org/10.1007/978-981-96-5290-7_19">10.1007/978-981-96-5290-7_19</a>},
    booktitle={Social Explainable AI}, publisher={Springer}, author={Lazarov, Stefan
    Teodorov and Tchappi, Igor and Grimminger, Angela}, editor={Rohlfing, Katharina
    J. and Främling, Kary and Alpsancar, Suzana and Thommes, Kirsten and Lim, Brian
    Y.}, year={2026}, pages={367–390} }'
  chicago: Lazarov, Stefan Teodorov, Igor Tchappi, and Angela Grimminger. “Characteristics
    of Nonverbal Behavior.” In <i>Social Explainable AI</i>, edited by Katharina J.
    Rohlfing, Kary Främling, Suzana Alpsancar, Kirsten Thommes, and Brian Y. Lim,
    367–90. Springer, 2026. <a href="https://doi.org/10.1007/978-981-96-5290-7_19">https://doi.org/10.1007/978-981-96-5290-7_19</a>.
  ieee: S. T. Lazarov, I. Tchappi, and A. Grimminger, “Characteristics of nonverbal
    behavior,” in <i>Social Explainable AI</i>, K. J. Rohlfing, K. Främling, S. Alpsancar,
    K. Thommes, and B. Y. Lim, Eds. Springer, 2026, pp. 367–390.
  mla: Lazarov, Stefan Teodorov, et al. “Characteristics of Nonverbal Behavior.” <i>Social
    Explainable AI</i>, edited by Katharina J. Rohlfing et al., Springer, 2026, pp.
    367–90, doi:<a href="https://doi.org/10.1007/978-981-96-5290-7_19">10.1007/978-981-96-5290-7_19</a>.
  short: 'S.T. Lazarov, I. Tchappi, A. Grimminger, in: K.J. Rohlfing, K. Främling,
    S. Alpsancar, K. Thommes, B.Y. Lim (Eds.), Social Explainable AI, Springer, 2026,
    pp. 367–390.'
date_created: 2025-09-17T10:15:42Z
date_updated: 2026-03-19T13:58:43Z
department:
- _id: '660'
- _id: '36'
doi: 10.1007/978-981-96-5290-7_19
editor:
- first_name: Katharina J.
  full_name: Rohlfing, Katharina J.
  last_name: Rohlfing
- first_name: Kary
  full_name: Främling, Kary
  last_name: Främling
- first_name: Suzana
  full_name: Alpsancar, Suzana
  last_name: Alpsancar
- first_name: Kirsten
  full_name: Thommes, Kirsten
  last_name: Thommes
- first_name: Brian Y.
  full_name: Lim, Brian Y.
  last_name: Lim
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
page: 367-390
project:
- _id: '112'
  name: 'TRR 318; TP A02: Verstehensprozess einer Erklärung beobachten und auswerten'
publication: Social Explainable AI
publication_identifier:
  eisbn:
  - 978-981-96-5290-7
publication_status: published
publisher: Springer
quality_controlled: '1'
related_material:
  link:
  - relation: original
    url: https://link.springer.com/chapter/10.1007/978-981-96-5290-7_19
status: public
title: Characteristics of nonverbal behavior
type: book_chapter
user_id: '57578'
year: '2026'
...
---
_id: '61324'
author:
- first_name: Petra
  full_name: Wagner, Petra
  last_name: Wagner
- first_name: Stefan
  full_name: Kopp, Stefan
  last_name: Kopp
citation:
  ama: 'Wagner P, Kopp S. Timing and synchronization of multimodal signals in explanations.
    In: Rohlfing KJ, Främling K, Alpsancar S, Thommes K, Lim BY, eds. <i>Social Explainable
    AI</i>. Springer; 2026:433-446. doi:<a href="https://doi.org/10.1007/978-981-96-5290-7_22">10.1007/978-981-96-5290-7_22</a>'
  apa: Wagner, P., &#38; Kopp, S. (2026). Timing and synchronization of multimodal
    signals in explanations. In K. J. Rohlfing, K. Främling, S. Alpsancar, K. Thommes,
    &#38; B. Y. Lim (Eds.), <i>Social Explainable AI</i> (pp. 433–446). Springer.
    <a href="https://doi.org/10.1007/978-981-96-5290-7_22">https://doi.org/10.1007/978-981-96-5290-7_22</a>
  bibtex: '@inbook{Wagner_Kopp_2026, title={Timing and synchronization of multimodal
    signals in explanations}, DOI={<a href="https://doi.org/10.1007/978-981-96-5290-7_22">10.1007/978-981-96-5290-7_22</a>},
    booktitle={Social Explainable AI}, publisher={Springer}, author={Wagner, Petra
    and Kopp, Stefan}, editor={Rohlfing, Katharina J. and Främling, Kary and Alpsancar,
    Suzana and Thommes, Kirsten and Lim, Brian Y.}, year={2026}, pages={433–446} }'
  chicago: Wagner, Petra, and Stefan Kopp. “Timing and Synchronization of Multimodal
    Signals in Explanations.” In <i>Social Explainable AI</i>, edited by Katharina
    J. Rohlfing, Kary Främling, Suzana Alpsancar, Kirsten Thommes, and Brian Y. Lim,
    433–46. Springer, 2026. <a href="https://doi.org/10.1007/978-981-96-5290-7_22">https://doi.org/10.1007/978-981-96-5290-7_22</a>.
  ieee: P. Wagner and S. Kopp, “Timing and synchronization of multimodal signals in
    explanations,” in <i>Social Explainable AI</i>, K. J. Rohlfing, K. Främling, S.
    Alpsancar, K. Thommes, and B. Y. Lim, Eds. Springer, 2026, pp. 433–446.
  mla: Wagner, Petra, and Stefan Kopp. “Timing and Synchronization of Multimodal Signals
    in Explanations.” <i>Social Explainable AI</i>, edited by Katharina J. Rohlfing
    et al., Springer, 2026, pp. 433–46, doi:<a href="https://doi.org/10.1007/978-981-96-5290-7_22">10.1007/978-981-96-5290-7_22</a>.
  short: 'P. Wagner, S. Kopp, in: K.J. Rohlfing, K. Främling, S. Alpsancar, K. Thommes,
    B.Y. Lim (Eds.), Social Explainable AI, Springer, 2026, pp. 433–446.'
date_created: 2025-09-17T10:16:49Z
date_updated: 2026-03-19T13:58:53Z
department:
- _id: '660'
doi: 10.1007/978-981-96-5290-7_22
editor:
- first_name: Katharina J.
  full_name: Rohlfing, Katharina J.
  last_name: Rohlfing
- first_name: Kary
  full_name: Främling, Kary
  last_name: Främling
- first_name: Suzana
  full_name: Alpsancar, Suzana
  last_name: Alpsancar
- first_name: Kirsten
  full_name: Thommes, Kirsten
  last_name: Thommes
- first_name: Brian Y.
  full_name: Lim, Brian Y.
  last_name: Lim
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
page: 433-446
project:
- _id: '112'
  name: 'TRR 318; TP A02: Verstehensprozess einer Erklärung beobachten und auswerten'
- _id: '111'
  name: 'TRR 318; TP A01: Adaptives Erklären'
publication: Social Explainable AI
publication_identifier:
  eisbn:
  - 978-981-96-5290-7
publication_status: published
publisher: Springer
quality_controlled: '1'
related_material:
  link:
  - relation: original
    url: https://link.springer.com/chapter/10.1007/978-981-96-5290-7_22
status: public
title: Timing and synchronization of multimodal signals in explanations
type: book_chapter
user_id: '57578'
year: '2026'
...
---
_id: '61112'
author:
- first_name: Katharina J.
  full_name: Rohlfing, Katharina J.
  id: '50352'
  last_name: Rohlfing
  orcid: 0000-0002-5676-8233
- first_name: Anna-Lisa
  full_name: Vollmer, Anna-Lisa
  last_name: Vollmer
- first_name: Angela
  full_name: Grimminger, Angela
  id: '57578'
  last_name: Grimminger
citation:
  ama: 'Rohlfing KJ, Vollmer A-L, Grimminger A. Practices: How to establish an explaining
    practice. In: Rohlfing K, Främling K, Thommes K, Alpsancar S, Lim BY, eds. <i>Social
    Explainable AI</i>. Springer; 2026. doi:<a href="https://doi.org/10.1007/978-981-96-5290-7_5">10.1007/978-981-96-5290-7_5</a>'
  apa: 'Rohlfing, K. J., Vollmer, A.-L., &#38; Grimminger, A. (2026). Practices: How
    to establish an explaining practice. In K. Rohlfing, K. Främling, K. Thommes,
    S. Alpsancar, &#38; B. Y. Lim (Eds.), <i>Social Explainable AI</i>. Springer.
    <a href="https://doi.org/10.1007/978-981-96-5290-7_5">https://doi.org/10.1007/978-981-96-5290-7_5</a>'
  bibtex: '@inbook{Rohlfing_Vollmer_Grimminger_2026, title={Practices: How to establish
    an explaining practice}, DOI={<a href="https://doi.org/10.1007/978-981-96-5290-7_5">10.1007/978-981-96-5290-7_5</a>},
    booktitle={Social Explainable AI}, publisher={Springer}, author={Rohlfing, Katharina
    J. and Vollmer, Anna-Lisa and Grimminger, Angela}, editor={Rohlfing, Katharina
    and Främling, Kary and Thommes, Kirsten and Alpsancar, Suzana and Lim, Brian Y.},
    year={2026} }'
  chicago: 'Rohlfing, Katharina J., Anna-Lisa Vollmer, and Angela Grimminger. “Practices:
    How to Establish an Explaining Practice.” In <i>Social Explainable AI</i>, edited
    by Katharina Rohlfing, Kary Främling, Kirsten Thommes, Suzana Alpsancar, and Brian
    Y. Lim. Springer, 2026. <a href="https://doi.org/10.1007/978-981-96-5290-7_5">https://doi.org/10.1007/978-981-96-5290-7_5</a>.'
  ieee: 'K. J. Rohlfing, A.-L. Vollmer, and A. Grimminger, “Practices: How to establish
    an explaining practice,” in <i>Social Explainable AI</i>, K. Rohlfing, K. Främling,
    K. Thommes, S. Alpsancar, and B. Y. Lim, Eds. Springer, 2026.'
  mla: 'Rohlfing, Katharina J., et al. “Practices: How to Establish an Explaining
    Practice.” <i>Social Explainable AI</i>, edited by Katharina Rohlfing et al.,
    Springer, 2026, doi:<a href="https://doi.org/10.1007/978-981-96-5290-7_5">10.1007/978-981-96-5290-7_5</a>.'
  short: 'K.J. Rohlfing, A.-L. Vollmer, A. Grimminger, in: K. Rohlfing, K. Främling,
    K. Thommes, S. Alpsancar, B.Y. Lim (Eds.), Social Explainable AI, Springer, 2026.'
date_created: 2025-09-02T14:33:16Z
date_updated: 2026-03-20T09:11:58Z
department:
- _id: '660'
doi: 10.1007/978-981-96-5290-7_5
editor:
- first_name: Katharina
  full_name: Rohlfing, Katharina
  last_name: Rohlfing
- first_name: Kary
  full_name: Främling, Kary
  last_name: Främling
- first_name: Kirsten
  full_name: Thommes, Kirsten
  last_name: Thommes
- first_name: Suzana
  full_name: Alpsancar, Suzana
  last_name: Alpsancar
- first_name: Brian Y.
  full_name: Lim, Brian Y.
  last_name: Lim
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
project:
- _id: '112'
  name: 'TRR 318; TP A02: Verstehensprozess einer Erklärung beobachten und auswerten'
- _id: '111'
  name: 'TRR 318; TP A01: Adaptives Erklären'
- _id: '115'
  name: 'TRR 318; TP A05: Echtzeitmessung der Aufmerksamkeit im Mensch-Roboter-Erklärdialog'
- _id: '123'
  name: TRR 318 - Subproject B5
publication: Social Explainable AI
publication_identifier:
  eisbn:
  - 978-981-96-5290-7
publication_status: epub_ahead
publisher: Springer
quality_controlled: '1'
related_material:
  link:
  - relation: original
    url: https://link.springer.com/chapter/10.1007/978-981-96-5290-7_5
status: public
title: 'Practices: How to establish an explaining practice'
type: book_chapter
user_id: '57578'
year: '2026'
...
---
_id: '65069'
author:
- first_name: Kary
  full_name: Främling, Kary
  last_name: Främling
- first_name: Rachid
  full_name: Alami, Rachid
  last_name: Alami
- first_name: Joris
  full_name: Hulstijn, Joris
  last_name: Hulstijn
- first_name: Igor
  full_name: Tchappi, Igor
  last_name: Tchappi
- first_name: Angela
  full_name: Grimminger, Angela
  id: '57578'
  last_name: Grimminger
- first_name: Britta
  full_name: Wrede, Britta
  last_name: Wrede
- first_name: Hendrik
  full_name: Buschmeier, Hendrik
  last_name: Buschmeier
- first_name: Sylvain
  full_name: Kubler, Sylvain
  last_name: Kubler
citation:
  ama: 'Främling K, Alami R, Hulstijn J, et al. Scenarios of Social Explainable AI
    in practice. In: Rohlfing KJ, Främling K, Alpsancar S, Thommes K, Lim BY, eds.
    <i>Social Explainable AI</i>. Springer; 2026:19-38. doi:<a href="https://doi.org/10.1007/978-981-96-5290-7_2">10.1007/978-981-96-5290-7_2</a>'
  apa: Främling, K., Alami, R., Hulstijn, J., Tchappi, I., Grimminger, A., Wrede,
    B., Buschmeier, H., &#38; Kubler, S. (2026). Scenarios of Social Explainable AI
    in practice. In K. J. Rohlfing, K. Främling, S. Alpsancar, K. Thommes, &#38; B.
    Y. Lim (Eds.), <i>Social Explainable AI</i> (pp. 19–38). Springer. <a href="https://doi.org/10.1007/978-981-96-5290-7_2">https://doi.org/10.1007/978-981-96-5290-7_2</a>
  bibtex: '@inbook{Främling_Alami_Hulstijn_Tchappi_Grimminger_Wrede_Buschmeier_Kubler_2026,
    title={Scenarios of Social Explainable AI in practice}, DOI={<a href="https://doi.org/10.1007/978-981-96-5290-7_2">10.1007/978-981-96-5290-7_2</a>},
    booktitle={Social Explainable AI}, publisher={Springer}, author={Främling, Kary
    and Alami, Rachid and Hulstijn, Joris and Tchappi, Igor and Grimminger, Angela
    and Wrede, Britta and Buschmeier, Hendrik and Kubler, Sylvain}, editor={Rohlfing,
    Katharina J. and Främling, Kary and Alpsancar, Suzana and Thommes, Kirsten and
    Lim, Brian Y.}, year={2026}, pages={19–38} }'
  chicago: Främling, Kary, Rachid Alami, Joris Hulstijn, Igor Tchappi, Angela Grimminger,
    Britta Wrede, Hendrik Buschmeier, and Sylvain Kubler. “Scenarios of Social Explainable
    AI in Practice.” In <i>Social Explainable AI</i>, edited by Katharina J. Rohlfing,
    Kary Främling, Suzana Alpsancar, Kirsten Thommes, and Brian Y. Lim, 19–38. Springer,
    2026. <a href="https://doi.org/10.1007/978-981-96-5290-7_2">https://doi.org/10.1007/978-981-96-5290-7_2</a>.
  ieee: K. Främling <i>et al.</i>, “Scenarios of Social Explainable AI in practice,”
    in <i>Social Explainable AI</i>, K. J. Rohlfing, K. Främling, S. Alpsancar, K.
    Thommes, and B. Y. Lim, Eds. Springer, 2026, pp. 19–38.
  mla: Främling, Kary, et al. “Scenarios of Social Explainable AI in Practice.” <i>Social
    Explainable AI</i>, edited by Katharina J. Rohlfing et al., Springer, 2026, pp.
    19–38, doi:<a href="https://doi.org/10.1007/978-981-96-5290-7_2">10.1007/978-981-96-5290-7_2</a>.
  short: 'K. Främling, R. Alami, J. Hulstijn, I. Tchappi, A. Grimminger, B. Wrede,
    H. Buschmeier, S. Kubler, in: K.J. Rohlfing, K. Främling, S. Alpsancar, K. Thommes,
    B.Y. Lim (Eds.), Social Explainable AI, Springer, 2026, pp. 19–38.'
date_created: 2026-03-20T09:18:01Z
date_updated: 2026-03-20T09:22:08Z
doi: 10.1007/978-981-96-5290-7_2
editor:
- first_name: Katharina J.
  full_name: Rohlfing, Katharina J.
  last_name: Rohlfing
- first_name: Kary
  full_name: Främling, Kary
  last_name: Främling
- first_name: Suzana
  full_name: Alpsancar, Suzana
  last_name: Alpsancar
- first_name: Kirsten
  full_name: Thommes, Kirsten
  last_name: Thommes
- first_name: Brian Y.
  full_name: Lim, Brian Y.
  last_name: Lim
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
page: 19-38
publication: Social Explainable AI
publication_identifier:
  isbn:
  - '9789819652891'
  - '9789819652907'
publication_status: published
publisher: Springer
quality_controlled: '1'
related_material:
  link:
  - relation: original
    url: https://link.springer.com/chapter/10.1007/978-981-96-5290-7_2
status: public
title: Scenarios of Social Explainable AI in practice
type: book_chapter
user_id: '57578'
year: '2026'
...
---
_id: '63031'
author:
- first_name: Anna Lena
  full_name: Menne, Anna Lena
  id: '118085'
  last_name: Menne
  orcid: 0009-0008-0744-9165
- first_name: Christian
  full_name: Schulz, Christian
  id: '72684'
  last_name: Schulz
citation:
  ama: 'Menne AL, Schulz C. Social Context in Human-AI Interaction (HAI): Towards
    a Theoretical Framework Based on Multi-Perspectival Imaginaries. In: Stephanidis
    C, Antona M, Ntoa S, Salvendy G, eds. <i>HCI International 2026 Posters: 28th
    International Conference on Human-Computer Interaction, HCI 2026, Montreal, Canada,
    July 26-31, 2026, Proceedings</i>. Communications in Computer and Information
    Science (CCIS). Springer International Publishing.'
  apa: 'Menne, A. L., &#38; Schulz, C. (n.d.). Social Context in Human-AI Interaction
    (HAI): Towards a Theoretical Framework Based on Multi-Perspectival Imaginaries.
    In C. Stephanidis, M. Antona, S. Ntoa, &#38; G. Salvendy (Eds.), <i>HCI International
    2026 Posters: 28th International Conference on Human-Computer Interaction, HCI
    2026, Montreal, Canada, July 26-31, 2026, Proceedings</i>. Springer International
    Publishing.'
  bibtex: '@inproceedings{Menne_Schulz, series={Communications in Computer and Information
    Science (CCIS)}, title={Social Context in Human-AI Interaction (HAI): Towards
    a Theoretical Framework Based on Multi-Perspectival Imaginaries}, booktitle={HCI
    International 2026 Posters: 28th International Conference on Human-Computer Interaction,
    HCI 2026, Montreal, Canada, July 26-31, 2026, Proceedings}, publisher={Springer
    International Publishing}, author={Menne, Anna Lena and Schulz, Christian}, editor={Stephanidis,
    Constantine  and Antona, Margherita and Ntoa, Stavroula and Salvendy, Gavriel},
    collection={Communications in Computer and Information Science (CCIS)} }'
  chicago: 'Menne, Anna Lena, and Christian Schulz. “Social Context in Human-AI Interaction
    (HAI): Towards a Theoretical Framework Based on Multi-Perspectival Imaginaries.”
    In <i>HCI International 2026 Posters: 28th International Conference on Human-Computer
    Interaction, HCI 2026, Montreal, Canada, July 26-31, 2026, Proceedings</i>, edited
    by Constantine  Stephanidis, Margherita Antona, Stavroula Ntoa, and Gavriel Salvendy.
    Communications in Computer and Information Science (CCIS). Springer International
    Publishing, n.d.'
  ieee: 'A. L. Menne and C. Schulz, “Social Context in Human-AI Interaction (HAI):
    Towards a Theoretical Framework Based on Multi-Perspectival Imaginaries,” in <i>HCI
    International 2026 Posters: 28th International Conference on Human-Computer Interaction,
    HCI 2026, Montreal, Canada, July 26-31, 2026, Proceedings</i>, Montreal.'
  mla: 'Menne, Anna Lena, and Christian Schulz. “Social Context in Human-AI Interaction
    (HAI): Towards a Theoretical Framework Based on Multi-Perspectival Imaginaries.”
    <i>HCI International 2026 Posters: 28th International Conference on Human-Computer
    Interaction, HCI 2026, Montreal, Canada, July 26-31, 2026, Proceedings</i>, edited
    by Constantine  Stephanidis et al., Springer International Publishing.'
  short: 'A.L. Menne, C. Schulz, in: C. Stephanidis, M. Antona, S. Ntoa, G. Salvendy
    (Eds.), HCI International 2026 Posters: 28th International Conference on Human-Computer
    Interaction, HCI 2026, Montreal, Canada, July 26-31, 2026, Proceedings, Springer
    International Publishing, n.d.'
conference:
  end_date: 2026-07-31
  location: Montreal
  name: 'HCI International 2026: 28th International Conference on Human-Computer Interaction'
  start_date: 2026-07-26
date_created: 2025-12-11T10:14:17Z
date_updated: 2026-03-21T08:30:00Z
department:
- _id: '757'
editor:
- first_name: 'Constantine '
  full_name: 'Stephanidis, Constantine '
  last_name: Stephanidis
- first_name: Margherita
  full_name: Antona, Margherita
  last_name: Antona
- first_name: Stavroula
  full_name: Ntoa, Stavroula
  last_name: Ntoa
- first_name: Gavriel
  full_name: Salvendy, Gavriel
  last_name: Salvendy
language:
- iso: eng
project:
- _id: '109'
  name: 'TRR 318: Erklärbarkeit konstruieren'
publication: 'HCI International 2026 Posters: 28th International Conference on Human-Computer
  Interaction, HCI 2026, Montreal, Canada, July 26-31, 2026, Proceedings'
publication_status: accepted
publisher: Springer International Publishing
series_title: Communications in Computer and Information Science (CCIS)
status: public
title: 'Social Context in Human-AI Interaction (HAI): Towards a Theoretical Framework
  Based on Multi-Perspectival Imaginaries'
type: conference
user_id: '72684'
year: '2026'
...
---
_id: '59747'
author:
- first_name: Christian
  full_name: Schulz, Christian
  id: '72684'
  last_name: Schulz
citation:
  ama: 'Schulz C. Das Imaginäre der Plattformen: Soziale Medien als Infrastrukturen
    der Anerkennung. In: Eickelmann J, Mämecke T, Ruschemeier H, Waldmann M, eds.
    <i>Tausend Plattformen: Plattformforschung nach dem Digital Services Act</i>.
    Büchner Verlag.'
  apa: 'Schulz, C. (n.d.). Das Imaginäre der Plattformen: Soziale Medien als Infrastrukturen
    der Anerkennung. In J. Eickelmann, T. Mämecke, H. Ruschemeier, &#38; M. Waldmann
    (Eds.), <i>Tausend Plattformen: Plattformforschung nach dem Digital Services Act</i>.
    Büchner Verlag.'
  bibtex: '@inbook{Schulz, place={Marburg}, title={Das Imaginäre der Plattformen:
    Soziale Medien als Infrastrukturen der Anerkennung}, booktitle={Tausend Plattformen:
    Plattformforschung nach dem Digital Services Act}, publisher={Büchner Verlag},
    author={Schulz, Christian}, editor={Eickelmann, Jennifer  and Mämecke, Thorben  and
    Ruschemeier, Hannah and Waldmann, Maximilian} }'
  chicago: 'Schulz, Christian. “Das Imaginäre der Plattformen: Soziale Medien als
    Infrastrukturen der Anerkennung.” In <i>Tausend Plattformen: Plattformforschung
    nach dem Digital Services Act</i>, edited by Jennifer  Eickelmann, Thorben  Mämecke,
    Hannah Ruschemeier, and Maximilian Waldmann. Marburg: Büchner Verlag, n.d.'
  ieee: 'C. Schulz, “Das Imaginäre der Plattformen: Soziale Medien als Infrastrukturen
    der Anerkennung,” in <i>Tausend Plattformen: Plattformforschung nach dem Digital
    Services Act</i>, J. Eickelmann, T. Mämecke, H. Ruschemeier, and M. Waldmann,
    Eds. Marburg: Büchner Verlag.'
  mla: 'Schulz, Christian. “Das Imaginäre der Plattformen: Soziale Medien als Infrastrukturen
    der Anerkennung.” <i>Tausend Plattformen: Plattformforschung nach dem Digital
    Services Act</i>, edited by Jennifer  Eickelmann et al., Büchner Verlag.'
  short: 'C. Schulz, in: J. Eickelmann, T. Mämecke, H. Ruschemeier, M. Waldmann (Eds.),
    Tausend Plattformen: Plattformforschung nach dem Digital Services Act, Büchner
    Verlag, Marburg, n.d.'
date_created: 2025-05-01T12:55:28Z
date_updated: 2026-03-21T08:30:22Z
department:
- _id: '11'
editor:
- first_name: 'Jennifer '
  full_name: 'Eickelmann, Jennifer '
  last_name: Eickelmann
- first_name: 'Thorben '
  full_name: 'Mämecke, Thorben '
  last_name: Mämecke
- first_name: Hannah
  full_name: Ruschemeier, Hannah
  last_name: Ruschemeier
- first_name: Maximilian
  full_name: Waldmann, Maximilian
  last_name: Waldmann
language:
- iso: ger
place: Marburg
project:
- _id: '1202'
  name: TRR 318 - Teilprojekt IRG PB - Developing a symmetric mental models approach
publication: 'Tausend Plattformen: Plattformforschung nach dem Digital Services Act'
publication_status: submitted
publisher: Büchner Verlag
status: public
title: 'Das Imaginäre der Plattformen: Soziale Medien als Infrastrukturen der Anerkennung'
type: book_chapter
user_id: '72684'
year: '2026'
...
---
_id: '64789'
author:
- first_name: Fabian
  full_name: Beer, Fabian
  last_name: Beer
- first_name: Christian
  full_name: Schulz, Christian
  id: '72684'
  last_name: Schulz
citation:
  ama: 'Beer F, Schulz C. AI has never been “inherently interpretable”: On a paradoxical
    origin of eXplainable AI (XAI). <i>RESET Journal (Recherches sciences sociale
    sur internet) Special Issue: Towards New Social and Historical Studies of Artificial
    Intelligence</i>.'
  apa: 'Beer, F., &#38; Schulz, C. (n.d.). AI has never been “inherently interpretable”:
    On a paradoxical origin of eXplainable AI (XAI). <i>RESET Journal (Recherches
    Sciences Sociale Sur Internet) Special Issue: Towards New Social and Historical
    Studies of Artificial Intelligence</i>.'
  bibtex: '@article{Beer_Schulz, title={AI has never been “inherently interpretable”:
    On a paradoxical origin of eXplainable AI (XAI)}, journal={RESET Journal (Recherches
    sciences sociale sur internet) Special Issue: Towards New Social and Historical
    Studies of Artificial Intelligence}, publisher={Open Edition Journals}, author={Beer,
    Fabian and Schulz, Christian} }'
  chicago: 'Beer, Fabian, and Christian Schulz. “AI Has Never Been ‘Inherently Interpretable’:
    On a Paradoxical Origin of EXplainable AI (XAI).” <i>RESET Journal (Recherches
    Sciences Sociale Sur Internet) Special Issue: Towards New Social and Historical
    Studies of Artificial Intelligence</i>, n.d.'
  ieee: 'F. Beer and C. Schulz, “AI has never been ‘inherently interpretable’: On
    a paradoxical origin of eXplainable AI (XAI),” <i>RESET Journal (Recherches sciences
    sociale sur internet) Special Issue: Towards New Social and Historical Studies
    of Artificial Intelligence</i>.'
  mla: 'Beer, Fabian, and Christian Schulz. “AI Has Never Been ‘Inherently Interpretable’:
    On a Paradoxical Origin of EXplainable AI (XAI).” <i>RESET Journal (Recherches
    Sciences Sociale Sur Internet) Special Issue: Towards New Social and Historical
    Studies of Artificial Intelligence</i>, Open Edition Journals.'
  short: 'F. Beer, C. Schulz, RESET Journal (Recherches Sciences Sociale Sur Internet)
    Special Issue: Towards New Social and Historical Studies of Artificial Intelligence
    (n.d.).'
date_created: 2026-02-28T09:14:38Z
date_updated: 2026-03-21T08:30:40Z
department:
- _id: '11'
- _id: '757'
language:
- iso: eng
project:
- _id: '109'
  name: 'TRR 318: Erklärbarkeit konstruieren'
publication: 'RESET Journal (Recherches sciences sociale sur internet) Special Issue:
  Towards New Social and Historical Studies of Artificial Intelligence'
publication_status: accepted
publisher: Open Edition Journals
status: public
title: 'AI has never been “inherently interpretable”: On a paradoxical origin of eXplainable
  AI (XAI)'
type: journal_article
user_id: '72684'
year: '2026'
...
---
_id: '65073'
abstract:
- lang: eng
  text: We study the large-time behavior of the continuous-time heat kernel and of
    solutions to the heat equation on homogeneous trees. First, we derive sharp asymptotic
    formulas for the heat kernel as $t\to\infty$. Second, using them, we show that
    solutions with initial data in weighted $\ell^1$ classes, asymptotically factorize
    in $\ell^p$ norms, $p\in[1,\infty]$, as the product of the heat kernel, times
    a $p$-mass function, dependent on the initial condition and $p$. The  $p$-mass
    function is described in terms of boundary averages associated with Busemann functions
    for $p<2$, while for $p\ge 2$, it is expressed through convolution with the ground
    spherical function. For comparison, the case of the integers shows that a single
    constant mass determines the asymptotics of solutions to the heat equation for
    all $p$, emphasizing the influence of the graph geometry on heat diffusion.
author:
- first_name: Efthymia
  full_name: Papageorgiou, Efthymia
  id: '100325'
  last_name: Papageorgiou
citation:
  ama: Papageorgiou E. Long-time asymptotics for the heat kernel and for heat equation
    solutions on homogeneous trees. <i>260311232</i>. Published online 2026.
  apa: Papageorgiou, E. (2026). Long-time asymptotics for the heat kernel and for
    heat equation solutions on homogeneous trees. In <i>2603.11232</i>.
  bibtex: '@article{Papageorgiou_2026, title={Long-time asymptotics for the heat kernel
    and for heat equation solutions on homogeneous trees}, journal={2603.11232}, author={Papageorgiou,
    Efthymia}, year={2026} }'
  chicago: Papageorgiou, Efthymia. “Long-Time Asymptotics for the Heat Kernel and
    for Heat Equation Solutions on Homogeneous Trees.” <i>2603.11232</i>, 2026.
  ieee: E. Papageorgiou, “Long-time asymptotics for the heat kernel and for heat equation
    solutions on homogeneous trees,” <i>2603.11232</i>. 2026.
  mla: Papageorgiou, Efthymia. “Long-Time Asymptotics for the Heat Kernel and for
    Heat Equation Solutions on Homogeneous Trees.” <i>2603.11232</i>, 2026.
  short: E. Papageorgiou, 2603.11232 (2026).
date_created: 2026-03-20T17:55:24Z
date_updated: 2026-03-20T17:55:30Z
external_id:
  arxiv:
  - '2603.11232'
language:
- iso: eng
project:
- _id: '357'
  name: 'TRR 358: Ganzzahlige Strukturen in Geometrie und Darstellungstheorie'
publication: '2603.11232'
status: public
title: Long-time asymptotics for the heat kernel and for heat equation solutions on
  homogeneous trees
type: preprint
user_id: '100325'
year: '2026'
...
---
_id: '55598'
author:
- first_name: Christian
  full_name: Schulz, Christian
  id: '72684'
  last_name: Schulz
citation:
  ama: 'Schulz C. Feeds. Ein zentrales Strukturprinzip sozialer Medien. In: Dörre
    R, Tuschling A, eds. <i>Handbuch Social Media: Geschichte – Kultur – Ästhetik</i>.
    1st ed. Metzler Verlag.'
  apa: 'Schulz, C. (n.d.). Feeds. Ein zentrales Strukturprinzip sozialer Medien. In
    R. Dörre &#38; A. Tuschling (Eds.), <i>Handbuch Social Media: Geschichte – Kultur
    – Ästhetik</i> (1st ed.). Metzler Verlag.'
  bibtex: '@inbook{Schulz, place={Stuttgart}, edition={1}, title={Feeds. Ein zentrales
    Strukturprinzip sozialer Medien}, booktitle={Handbuch Social Media: Geschichte
    – Kultur – Ästhetik}, publisher={Metzler Verlag}, author={Schulz, Christian},
    editor={Dörre, Robert and Tuschling, Anna } }'
  chicago: 'Schulz, Christian. “Feeds. Ein zentrales Strukturprinzip sozialer Medien.”
    In <i>Handbuch Social Media: Geschichte – Kultur – Ästhetik</i>, edited by Robert
    Dörre and Anna  Tuschling, 1st ed. Stuttgart: Metzler Verlag, n.d.'
  ieee: 'C. Schulz, “Feeds. Ein zentrales Strukturprinzip sozialer Medien,” in <i>Handbuch
    Social Media: Geschichte – Kultur – Ästhetik</i>, 1st ed., R. Dörre and A. Tuschling,
    Eds. Stuttgart: Metzler Verlag.'
  mla: 'Schulz, Christian. “Feeds. Ein zentrales Strukturprinzip sozialer Medien.”
    <i>Handbuch Social Media: Geschichte – Kultur – Ästhetik</i>, edited by Robert
    Dörre and Anna  Tuschling, 1st ed., Metzler Verlag.'
  short: 'C. Schulz, in: R. Dörre, A. Tuschling (Eds.), Handbuch Social Media: Geschichte
    – Kultur – Ästhetik, 1st ed., Metzler Verlag, Stuttgart, n.d.'
date_created: 2024-08-14T06:10:18Z
date_updated: 2026-03-21T08:30:12Z
edition: '1'
editor:
- first_name: Robert
  full_name: Dörre, Robert
  last_name: Dörre
- first_name: 'Anna '
  full_name: 'Tuschling, Anna '
  last_name: Tuschling
language:
- iso: ger
place: Stuttgart
project:
- _id: '109'
  name: 'TRR 318: TRR 318 - Erklärbarkeit konstruieren'
publication: 'Handbuch Social Media: Geschichte – Kultur – Ästhetik'
publication_status: unpublished
publisher: Metzler Verlag
status: public
title: Feeds. Ein zentrales Strukturprinzip sozialer Medien
type: book_chapter
user_id: '72684'
year: '2026'
...
---
_id: '65082'
abstract:
- lang: eng
  text: <jats:p>Encoding information in molecular arrangements on DNA origami nanostructures
    (DONs) provides the basis for novel concepts in molecular data storage and computing.
    To preserve their integrity over long timescales, the information‐carrying DONs
    are often stored in a frozen state. Here, we investigate the effect of repeated
    freeze–thaw (F/T) cycles on the structural and functional integrity of DONs carrying
    biotin (Bt) modifications. Streptavidin (SAv) binding is used to visualize the
    stored information by atomic force microscopy (AFM) before and after 40 F/T cycles.
    Two strategies are compared by F/T cycling of (I) SAv‐bound DONs and (II) SAv‐free
    DONs that are exposed to SAv directly before AFM imaging. Our results reveal that
    while the DONs retain their overall shape, F/T cycling induces a small amount
    of damage, leading to slightly reduced SAv binding. Adding glycerol at mM concentrations
    efficiently protects the DONs and restores the original SAv binding yields. Nevertheless,
    SAv exposure after F/T cycling leads to slightly higher and more consistent SAv
    binding yields and a lower background of nonspecifically adsorbed SAv compared
    to Strategy I. This makes information readout by AFM more efficient and renders
    Strategy II more convenient for long‐term storage of information‐carrying DONs
    with repeated information readout.</jats:p>
article_number: e202500161
author:
- first_name: Xinyang
  full_name: Li, Xinyang
  last_name: Li
- first_name: Lukas
  full_name: Rabbe, Lukas
  last_name: Rabbe
- first_name: Jacqueline
  full_name: Linneweber, Jacqueline
  last_name: Linneweber
- first_name: Guido
  full_name: Grundmeier, Guido
  id: '194'
  last_name: Grundmeier
- first_name: Adrian Clemens
  full_name: Keller, Adrian Clemens
  id: '48864'
  last_name: Keller
  orcid: 0000-0001-7139-3110
citation:
  ama: Li X, Rabbe L, Linneweber J, Grundmeier G, Keller AC. Stability of Information‐Carrying
    DNA Origami Nanostructures During Repeated Freeze–Thaw Cycles. <i>Chemistry–Methods</i>.
    2026;6(3). doi:<a href="https://doi.org/10.1002/cmtd.202500161">10.1002/cmtd.202500161</a>
  apa: Li, X., Rabbe, L., Linneweber, J., Grundmeier, G., &#38; Keller, A. C. (2026).
    Stability of Information‐Carrying DNA Origami Nanostructures During Repeated Freeze–Thaw
    Cycles. <i>Chemistry–Methods</i>, <i>6</i>(3), Article e202500161. <a href="https://doi.org/10.1002/cmtd.202500161">https://doi.org/10.1002/cmtd.202500161</a>
  bibtex: '@article{Li_Rabbe_Linneweber_Grundmeier_Keller_2026, title={Stability of
    Information‐Carrying DNA Origami Nanostructures During Repeated Freeze–Thaw Cycles},
    volume={6}, DOI={<a href="https://doi.org/10.1002/cmtd.202500161">10.1002/cmtd.202500161</a>},
    number={3e202500161}, journal={Chemistry–Methods}, publisher={Wiley}, author={Li,
    Xinyang and Rabbe, Lukas and Linneweber, Jacqueline and Grundmeier, Guido and
    Keller, Adrian Clemens}, year={2026} }'
  chicago: Li, Xinyang, Lukas Rabbe, Jacqueline Linneweber, Guido Grundmeier, and
    Adrian Clemens Keller. “Stability of Information‐Carrying DNA Origami Nanostructures
    During Repeated Freeze–Thaw Cycles.” <i>Chemistry–Methods</i> 6, no. 3 (2026).
    <a href="https://doi.org/10.1002/cmtd.202500161">https://doi.org/10.1002/cmtd.202500161</a>.
  ieee: 'X. Li, L. Rabbe, J. Linneweber, G. Grundmeier, and A. C. Keller, “Stability
    of Information‐Carrying DNA Origami Nanostructures During Repeated Freeze–Thaw
    Cycles,” <i>Chemistry–Methods</i>, vol. 6, no. 3, Art. no. e202500161, 2026, doi:
    <a href="https://doi.org/10.1002/cmtd.202500161">10.1002/cmtd.202500161</a>.'
  mla: Li, Xinyang, et al. “Stability of Information‐Carrying DNA Origami Nanostructures
    During Repeated Freeze–Thaw Cycles.” <i>Chemistry–Methods</i>, vol. 6, no. 3,
    e202500161, Wiley, 2026, doi:<a href="https://doi.org/10.1002/cmtd.202500161">10.1002/cmtd.202500161</a>.
  short: X. Li, L. Rabbe, J. Linneweber, G. Grundmeier, A.C. Keller, Chemistry–Methods
    6 (2026).
date_created: 2026-03-23T07:12:13Z
date_updated: 2026-03-23T07:12:53Z
department:
- _id: '302'
doi: 10.1002/cmtd.202500161
intvolume: '         6'
issue: '3'
language:
- iso: eng
publication: Chemistry–Methods
publication_identifier:
  issn:
  - 2628-9725
  - 2628-9725
publication_status: published
publisher: Wiley
status: public
title: Stability of Information‐Carrying DNA Origami Nanostructures During Repeated
  Freeze–Thaw Cycles
type: journal_article
user_id: '48864'
volume: 6
year: '2026'
...
---
_id: '65081'
author:
- first_name: Jana
  full_name: Schwede, Jana
  id: '63391'
  last_name: Schwede
citation:
  ama: Schwede J. Drei Lernorte, (k)ein Zusammenwirken? Lernortkooperation im Spannungsfeld
    von Anspruch und Wirklichkeit. <i>berufsbildung</i>. 2026;80(1):44-46. doi:<a
    href="https://doi.org/10.3278/BB2601W">https://doi.org/10.3278/BB2601W</a>
  apa: Schwede, J. (2026). Drei Lernorte, (k)ein Zusammenwirken? Lernortkooperation
    im Spannungsfeld von Anspruch und Wirklichkeit. <i>berufsbildung</i>, <i>80</i>(1),
    44–46. <a href="https://doi.org/10.3278/BB2601W">https://doi.org/10.3278/BB2601W</a>
  bibtex: '@article{Schwede_2026, title={Drei Lernorte, (k)ein Zusammenwirken? Lernortkooperation
    im Spannungsfeld von Anspruch und Wirklichkeit}, volume={80}, DOI={<a href="https://doi.org/10.3278/BB2601W">https://doi.org/10.3278/BB2601W</a>},
    number={1}, journal={berufsbildung}, publisher={wbv}, author={Schwede, Jana},
    year={2026}, pages={44–46} }'
  chicago: 'Schwede, Jana. “Drei Lernorte, (k)ein Zusammenwirken? Lernortkooperation
    im Spannungsfeld von Anspruch und Wirklichkeit.” <i>berufsbildung</i> 80, no.
    1 (2026): 44–46. <a href="https://doi.org/10.3278/BB2601W">https://doi.org/10.3278/BB2601W</a>.'
  ieee: 'J. Schwede, “Drei Lernorte, (k)ein Zusammenwirken? Lernortkooperation im
    Spannungsfeld von Anspruch und Wirklichkeit,” <i>berufsbildung</i>, vol. 80, no.
    1, pp. 44–46, 2026, doi: <a href="https://doi.org/10.3278/BB2601W">https://doi.org/10.3278/BB2601W</a>.'
  mla: Schwede, Jana. “Drei Lernorte, (k)ein Zusammenwirken? Lernortkooperation im
    Spannungsfeld von Anspruch und Wirklichkeit.” <i>berufsbildung</i>, vol. 80, no.
    1, wbv, 2026, pp. 44–46, doi:<a href="https://doi.org/10.3278/BB2601W">https://doi.org/10.3278/BB2601W</a>.
  short: J. Schwede, berufsbildung 80 (2026) 44–46.
date_created: 2026-03-22T17:35:00Z
date_updated: 2026-03-22T17:53:22Z
department:
- _id: '452'
doi: https://doi.org/10.3278/BB2601W
intvolume: '        80'
issue: '1'
language:
- iso: ger
page: 44-46
publication: berufsbildung
publication_identifier:
  unknown:
  - '21991944'
publication_status: published
publisher: wbv
status: public
title: Drei Lernorte, (k)ein Zusammenwirken? Lernortkooperation im Spannungsfeld von
  Anspruch und Wirklichkeit
type: journal_article
user_id: '63391'
volume: 80
year: '2026'
...
---
_id: '65078'
author:
- first_name: Harald
  full_name: Schroeter-Wittke, Harald
  id: '480'
  last_name: Schroeter-Wittke
citation:
  ama: 'Schroeter-Wittke H. “Mitten unter euch”?! Frieden und Bibelarbeit auf Kirchentagen.
    In: Kuhn TK, David P, eds. <i>Auf Der Suche Nach Frieden. Evangelische Kirchentage
    in Ost Und West Seit 1949</i>. Evangelische Verlagsanstalt; 2026:253-271.'
  apa: Schroeter-Wittke, H. (2026). “Mitten unter euch”?! Frieden und Bibelarbeit
    auf Kirchentagen. In T. K. Kuhn &#38; P. David (Eds.), <i>Auf der Suche nach Frieden.
    Evangelische Kirchentage in Ost und West seit 1949</i> (pp. 253–271). Evangelische
    Verlagsanstalt.
  bibtex: '@inbook{Schroeter-Wittke_2026, place={Leipzig}, title={“Mitten unter euch”?!
    Frieden und Bibelarbeit auf Kirchentagen}, booktitle={Auf der Suche nach Frieden.
    Evangelische Kirchentage in Ost und West seit 1949}, publisher={Evangelische Verlagsanstalt},
    author={Schroeter-Wittke, Harald}, editor={Kuhn, Thomas K. and David, Philipp},
    year={2026}, pages={253–271} }'
  chicago: 'Schroeter-Wittke, Harald. “‘Mitten Unter Euch’?! Frieden Und Bibelarbeit
    Auf Kirchentagen.” In <i>Auf Der Suche Nach Frieden. Evangelische Kirchentage
    in Ost Und West Seit 1949</i>, edited by Thomas K. Kuhn and Philipp David, 253–71.
    Leipzig: Evangelische Verlagsanstalt, 2026.'
  ieee: 'H. Schroeter-Wittke, “‘Mitten unter euch’?! Frieden und Bibelarbeit auf Kirchentagen,”
    in <i>Auf der Suche nach Frieden. Evangelische Kirchentage in Ost und West seit
    1949</i>, T. K. Kuhn and P. David, Eds. Leipzig: Evangelische Verlagsanstalt,
    2026, pp. 253–271.'
  mla: Schroeter-Wittke, Harald. “‘Mitten Unter Euch’?! Frieden Und Bibelarbeit Auf
    Kirchentagen.” <i>Auf Der Suche Nach Frieden. Evangelische Kirchentage in Ost
    Und West Seit 1949</i>, edited by Thomas K. Kuhn and Philipp David, Evangelische
    Verlagsanstalt, 2026, pp. 253–71.
  short: 'H. Schroeter-Wittke, in: T.K. Kuhn, P. David (Eds.), Auf Der Suche Nach
    Frieden. Evangelische Kirchentage in Ost Und West Seit 1949, Evangelische Verlagsanstalt,
    Leipzig, 2026, pp. 253–271.'
date_created: 2026-03-21T11:40:33Z
date_updated: 2026-03-21T11:40:58Z
department:
- _id: '36'
- _id: '20'
- _id: '501'
editor:
- first_name: Thomas K.
  full_name: Kuhn, Thomas K.
  last_name: Kuhn
- first_name: Philipp
  full_name: David, Philipp
  last_name: David
language:
- iso: eng
page: 253-271
place: Leipzig
publication: Auf der Suche nach Frieden. Evangelische Kirchentage in Ost und West
  seit 1949
publisher: Evangelische Verlagsanstalt
status: public
title: '"Mitten unter euch"?! Frieden und Bibelarbeit auf Kirchentagen'
type: book_chapter
user_id: '480'
year: '2026'
...
---
_id: '65077'
author:
- first_name: Harald
  full_name: Schroeter-Wittke, Harald
  id: '480'
  last_name: Schroeter-Wittke
citation:
  ama: Schroeter-Wittke H. Amor mio, perche piangi? Meine Liebe, warum weinst du?
    Zum 450. Geburtstag von Vittoria/Raffaella Aleotti (1575 - um 1646). <i>Praktische
    Theologie</i>. 2026;61:82-84.
  apa: Schroeter-Wittke, H. (2026). Amor mio, perche piangi? Meine Liebe, warum weinst
    du? Zum 450. Geburtstag von Vittoria/Raffaella Aleotti (1575 - um 1646). <i>Praktische
    Theologie</i>, <i>61</i>, 82–84.
  bibtex: '@article{Schroeter-Wittke_2026, title={Amor mio, perche piangi? Meine Liebe,
    warum weinst du? Zum 450. Geburtstag von Vittoria/Raffaella Aleotti (1575 - um
    1646)}, volume={61}, journal={Praktische Theologie}, author={Schroeter-Wittke,
    Harald}, year={2026}, pages={82–84} }'
  chicago: 'Schroeter-Wittke, Harald. “Amor Mio, Perche Piangi? Meine Liebe, Warum
    Weinst Du? Zum 450. Geburtstag von Vittoria/Raffaella Aleotti (1575 - Um 1646).”
    <i>Praktische Theologie</i> 61 (2026): 82–84.'
  ieee: H. Schroeter-Wittke, “Amor mio, perche piangi? Meine Liebe, warum weinst du?
    Zum 450. Geburtstag von Vittoria/Raffaella Aleotti (1575 - um 1646),” <i>Praktische
    Theologie</i>, vol. 61, pp. 82–84, 2026.
  mla: Schroeter-Wittke, Harald. “Amor Mio, Perche Piangi? Meine Liebe, Warum Weinst
    Du? Zum 450. Geburtstag von Vittoria/Raffaella Aleotti (1575 - Um 1646).” <i>Praktische
    Theologie</i>, vol. 61, 2026, pp. 82–84.
  short: H. Schroeter-Wittke, Praktische Theologie 61 (2026) 82–84.
date_created: 2026-03-21T11:37:30Z
date_updated: 2026-03-21T11:37:37Z
department:
- _id: '36'
- _id: '20'
- _id: '501'
intvolume: '        61'
language:
- iso: eng
page: 82-84
publication: Praktische Theologie
status: public
title: Amor mio, perche piangi? Meine Liebe, warum weinst du? Zum 450. Geburtstag
  von Vittoria/Raffaella Aleotti (1575 - um 1646)
type: journal_article
user_id: '480'
volume: 61
year: '2026'
...
---
_id: '65090'
abstract:
- lang: eng
  text: "<jats:title>Abstract</jats:title>\r\n                  <jats:p>If XAI are
    to become social XAI, XAI methods must have capabilities enabling them to ‘extract’
    information about the underlying AI model and to generate explanatory content
    based on that information. In a dialog between explainer and explainee, the explanans
    presented in every explanation move have to relate to each other understandably
    and coherently in order to remain trustworthy. This signifies that the generated
    explanantia have to be consistent—independently of what question is answered by
    each explanans, in what modality, in what vocabulary, and at what level of abstraction.
    Moreover, it is advantageous to be able to provide a rich palette of different
    kinds of explanantia in order to be able to have a fluent dialog in which the
    explanantia can be generated and adapted to the context, the explainee, feedback,
    reactions during the interaction with the explainee, and so forth. This chapter
    attempts to identify relevant questions that an explainee might ask during an
    explanatory dialog, and it assesses to what extent different XAI methods are capable
    of addressing these questions in a coherent way. The Contextual Importance and
    Utility (CIU) method is used to illustrate how an XAI method can generate explanantia
    for most of the identified questions. CIU also provides a flexibility in how explanatory
    content is generated that makes it possible to create a meaningful dialog with
    the explainee.</jats:p>"
author:
- first_name: Kary
  full_name: Främling, Kary
  last_name: Främling
- first_name: Kirsten
  full_name: Thommes, Kirsten
  id: '72497'
  last_name: Thommes
- first_name: Britta
  full_name: Wrede, Britta
  last_name: Wrede
citation:
  ama: 'Främling K, Thommes K, Wrede B. Generation of Explanatory Content and Requirements
    for Social XAI. In: <i>Social Explainable AI</i>. Springer Nature Singapore; 2026.
    doi:<a href="https://doi.org/10.1007/978-981-96-5290-7_15">10.1007/978-981-96-5290-7_15</a>'
  apa: Främling, K., Thommes, K., &#38; Wrede, B. (2026). Generation of Explanatory
    Content and Requirements for Social XAI. In <i>Social Explainable AI</i>. Springer
    Nature Singapore. <a href="https://doi.org/10.1007/978-981-96-5290-7_15">https://doi.org/10.1007/978-981-96-5290-7_15</a>
  bibtex: '@inbook{Främling_Thommes_Wrede_2026, place={Singapore}, title={Generation
    of Explanatory Content and Requirements for Social XAI}, DOI={<a href="https://doi.org/10.1007/978-981-96-5290-7_15">10.1007/978-981-96-5290-7_15</a>},
    booktitle={Social Explainable AI}, publisher={Springer Nature Singapore}, author={Främling,
    Kary and Thommes, Kirsten and Wrede, Britta}, year={2026} }'
  chicago: 'Främling, Kary, Kirsten Thommes, and Britta Wrede. “Generation of Explanatory
    Content and Requirements for Social XAI.” In <i>Social Explainable AI</i>. Singapore:
    Springer Nature Singapore, 2026. <a href="https://doi.org/10.1007/978-981-96-5290-7_15">https://doi.org/10.1007/978-981-96-5290-7_15</a>.'
  ieee: 'K. Främling, K. Thommes, and B. Wrede, “Generation of Explanatory Content
    and Requirements for Social XAI,” in <i>Social Explainable AI</i>, Singapore:
    Springer Nature Singapore, 2026.'
  mla: Främling, Kary, et al. “Generation of Explanatory Content and Requirements
    for Social XAI.” <i>Social Explainable AI</i>, Springer Nature Singapore, 2026,
    doi:<a href="https://doi.org/10.1007/978-981-96-5290-7_15">10.1007/978-981-96-5290-7_15</a>.
  short: 'K. Främling, K. Thommes, B. Wrede, in: Social Explainable AI, Springer Nature
    Singapore, Singapore, 2026.'
date_created: 2026-03-23T08:48:38Z
date_updated: 2026-03-23T08:49:08Z
department:
- _id: '178'
- _id: '184'
doi: 10.1007/978-981-96-5290-7_15
language:
- iso: eng
place: Singapore
project:
- _id: '113'
  name: TRR 318 - Subproject A3
- _id: '125'
  name: TRR 318 - Subproject C2
publication: Social Explainable AI
publication_identifier:
  isbn:
  - '9789819652891'
  - '9789819652907'
publication_status: published
publisher: Springer Nature Singapore
status: public
title: Generation of Explanatory Content and Requirements for Social XAI
type: book_chapter
user_id: '72497'
year: '2026'
...
---
_id: '65088'
abstract:
- lang: eng
  text: "<jats:title>Abstract</jats:title>\r\n                  <jats:p>Quantitatively
    evaluating the benefits of eXplainable Artificial Intelligence (XAI) and social
    XAI for humans is not a trivial pursuit. Therefore, we categorize the potential
    measures in terms of subjective and objective outcomes and short- and long-term
    outcomes of interactive social XAI. When reviewing the current state of the art,
    we observed some measurement problems in the literature: (a) Researchers do not
    clearly state whether they want to measure the inner state of users, users’ behavioral
    response, or the overall AI-human collaborative performance. (b) Moreover, most
    measures implicitly assume that all humans either do not react or improve in attitudes
    or performance. Psychological reactance (feeling or doing the opposite) is usually
    not captured. (c) Many researchers invent their own scale when measuring psychological
    constructs, thereby jeopardizing the validity of their measures and slowing down
    progress in the field, because general evidence and subsequent learning can be
    achieved only by collecting many compatible pieces of evidence. (d) Most studies
    look into short-term outcomes and neglect that experiences in social interactions
    with XAI may evolve and have long-term outcomes not only for the individual but
    also for groups or society at large.</jats:p>"
author:
- first_name: Kirsten
  full_name: Thommes, Kirsten
  id: '72497'
  last_name: Thommes
citation:
  ama: 'Thommes K. Measuring the Outcome of sXAI. In: <i>Social Explainable AI</i>.
    Springer Nature Singapore; 2026. doi:<a href="https://doi.org/10.1007/978-981-96-5290-7_28">10.1007/978-981-96-5290-7_28</a>'
  apa: Thommes, K. (2026). Measuring the Outcome of sXAI. In <i>Social Explainable
    AI</i>. Springer Nature Singapore. <a href="https://doi.org/10.1007/978-981-96-5290-7_28">https://doi.org/10.1007/978-981-96-5290-7_28</a>
  bibtex: '@inbook{Thommes_2026, place={Singapore}, title={Measuring the Outcome of
    sXAI}, DOI={<a href="https://doi.org/10.1007/978-981-96-5290-7_28">10.1007/978-981-96-5290-7_28</a>},
    booktitle={Social Explainable AI}, publisher={Springer Nature Singapore}, author={Thommes,
    Kirsten}, year={2026} }'
  chicago: 'Thommes, Kirsten. “Measuring the Outcome of SXAI.” In <i>Social Explainable
    AI</i>. Singapore: Springer Nature Singapore, 2026. <a href="https://doi.org/10.1007/978-981-96-5290-7_28">https://doi.org/10.1007/978-981-96-5290-7_28</a>.'
  ieee: 'K. Thommes, “Measuring the Outcome of sXAI,” in <i>Social Explainable AI</i>,
    Singapore: Springer Nature Singapore, 2026.'
  mla: Thommes, Kirsten. “Measuring the Outcome of SXAI.” <i>Social Explainable AI</i>,
    Springer Nature Singapore, 2026, doi:<a href="https://doi.org/10.1007/978-981-96-5290-7_28">10.1007/978-981-96-5290-7_28</a>.
  short: 'K. Thommes, in: Social Explainable AI, Springer Nature Singapore, Singapore,
    2026.'
date_created: 2026-03-23T08:45:05Z
date_updated: 2026-03-23T08:45:33Z
department:
- _id: '178'
- _id: '184'
doi: 10.1007/978-981-96-5290-7_28
language:
- iso: eng
place: Singapore
project:
- _id: '113'
  name: TRR 318 - Subproject A3
- _id: '125'
  name: TRR 318 - Subproject C2
publication: Social Explainable AI
publication_identifier:
  isbn:
  - '9789819652891'
  - '9789819652907'
publication_status: published
publisher: Springer Nature Singapore
status: public
title: Measuring the Outcome of sXAI
type: book_chapter
user_id: '72497'
year: '2026'
...
