---
_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: '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: '61325'
author:
- first_name: Anna-Lisa
  full_name: Vollmer, Anna-Lisa
  last_name: Vollmer
- first_name: Heike M.
  full_name: Buhl, Heike M.
  id: '27152'
  last_name: Buhl
- first_name: Rachid
  full_name: Alami, Rachid
  last_name: Alami
- first_name: Kary
  full_name: Främling, Kary
  last_name: Främling
- first_name: Angela
  full_name: Grimminger, Angela
  id: '57578'
  last_name: Grimminger
- first_name: Meisam
  full_name: Booshehri, Meisam
  last_name: Booshehri
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: 'Vollmer A-L, Buhl HM, Alami R, et al. Components of an explanation for co-constructive
    sXAI. In: Rohlfing KJ, Främling K, Lim B, Alpsancar S, Thommes K, eds. <i>Social
    Explainable AI</i>. Springer; 2026:39-53. doi:<a href="https://doi.org/10.1007/978-981-96-5290-7_3">10.1007/978-981-96-5290-7_3</a>'
  apa: Vollmer, A.-L., Buhl, H. M., Alami, R., Främling, K., Grimminger, A., Booshehri,
    M., &#38; Ngonga Ngomo, A.-C. (2026). Components of an explanation for co-constructive
    sXAI. In K. J. Rohlfing, K. Främling, B. Lim, S. Alpsancar, &#38; K. Thommes (Eds.),
    <i>Social Explainable AI</i> (pp. 39–53). Springer. <a href="https://doi.org/10.1007/978-981-96-5290-7_3">https://doi.org/10.1007/978-981-96-5290-7_3</a>
  bibtex: '@inbook{Vollmer_Buhl_Alami_Främling_Grimminger_Booshehri_Ngonga Ngomo_2026,
    title={Components of an explanation for co-constructive sXAI}, DOI={<a href="https://doi.org/10.1007/978-981-96-5290-7_3">10.1007/978-981-96-5290-7_3</a>},
    booktitle={Social Explainable AI}, publisher={Springer}, author={Vollmer, Anna-Lisa
    and Buhl, Heike M. and Alami, Rachid and Främling, Kary and Grimminger, Angela
    and Booshehri, Meisam and Ngonga Ngomo, Axel-Cyrille}, editor={Rohlfing, Katharina
    J. and Främling, Kary and Lim, Brian and Alpsancar, Suzana and Thommes, Kirsten},
    year={2026}, pages={39–53} }'
  chicago: Vollmer, Anna-Lisa, Heike M. Buhl, Rachid Alami, Kary Främling, Angela
    Grimminger, Meisam Booshehri, and Axel-Cyrille Ngonga Ngomo. “Components of an
    Explanation for Co-Constructive SXAI.” In <i>Social Explainable AI</i>, edited
    by Katharina J. Rohlfing, Kary Främling, Brian Lim, Suzana Alpsancar, and Kirsten
    Thommes, 39–53. Springer, 2026. <a href="https://doi.org/10.1007/978-981-96-5290-7_3">https://doi.org/10.1007/978-981-96-5290-7_3</a>.
  ieee: A.-L. Vollmer <i>et al.</i>, “Components of an explanation for co-constructive
    sXAI,” in <i>Social Explainable AI</i>, K. J. Rohlfing, K. Främling, B. Lim, S.
    Alpsancar, and K. Thommes, Eds. Springer, 2026, pp. 39–53.
  mla: Vollmer, Anna-Lisa, et al. “Components of an Explanation for Co-Constructive
    SXAI.” <i>Social Explainable AI</i>, edited by Katharina J. Rohlfing et al., Springer,
    2026, pp. 39–53, doi:<a href="https://doi.org/10.1007/978-981-96-5290-7_3">10.1007/978-981-96-5290-7_3</a>.
  short: 'A.-L. Vollmer, H.M. Buhl, R. Alami, K. Främling, A. Grimminger, M. Booshehri,
    A.-C. Ngonga Ngomo, in: K.J. Rohlfing, K. Främling, B. Lim, S. Alpsancar, K. Thommes
    (Eds.), Social Explainable AI, Springer, 2026, pp. 39–53.'
date_created: 2025-09-17T10:16:52Z
date_updated: 2026-03-23T18:28:01Z
department:
- _id: '660'
doi: 10.1007/978-981-96-5290-7_3
editor:
- first_name: Katharina J.
  full_name: Rohlfing, Katharina J.
  last_name: Rohlfing
- first_name: Kary
  full_name: Främling, Kary
  last_name: Främling
- first_name: Brian
  full_name: Lim, Brian
  last_name: Lim
- first_name: Suzana
  full_name: Alpsancar, Suzana
  last_name: Alpsancar
- first_name: Kirsten
  full_name: Thommes, Kirsten
  last_name: Thommes
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://link.springer.com/chapter/10.1007/978-981-96-5290-7_3
oa: '1'
page: 39-53
project:
- _id: '112'
  name: 'TRR 318; TP A02: Verstehensprozess einer Erklärung beobachten und auswerten'
- _id: '111'
  name: 'TRR 318; TP A01: Adaptives Erklären'
- _id: '114'
  name: 'TRR 318; TP A04: Integration des technischen Modells in das Partnermodell
    bei der Erklärung von digitalen Artefakten'
- _id: '123'
  name: TRR 318 - Subproject B5
- _id: '118'
  name: 'TRR 318: Project Area INF'
publication: Social Explainable AI
publication_identifier:
  eisbn:
  - 978-981-96-5290-7
publication_status: epub_ahead
publisher: Springer
quality_controlled: '1'
related_material:
  link:
  - relation: original
    url: https://link.springer.com/chapter/10.1007/978-981-96-5290-7_3
status: public
title: Components of an explanation for co-constructive sXAI
type: book_chapter
user_id: '90826'
year: '2026'
...
---
_id: '65084'
author:
- first_name: Heike M.
  full_name: Buhl, Heike M.
  id: '27152'
  last_name: Buhl
- first_name: Anna-Lisa
  full_name: Vollmer, Anna-Lisa
  id: '86589'
  last_name: Vollmer
- first_name: Rachid
  full_name: Alami, Rachid
  last_name: Alami
- first_name: Meisam
  full_name: Booshehri, Meisam
  id: '93424'
  last_name: Booshehri
- first_name: Kary
  full_name: Främling, Kary
  last_name: Främling
citation:
  ama: 'Buhl HM, Vollmer A-L, Alami R, Booshehri M, Främling K. Models of the situation,
    the explanandum, and the interaction partner. In: Rohlfing KJ, Främling K, Lim
    B, Alpsancar S, Thommes K, eds. <i>Social Explainable AI</i>. Springer; 2026:269-295.
    doi:<a href="https://doi.org/10.1007/978-981-96-5290-7_14">https://doi.org/10.1007/978-981-96-5290-7_14</a>'
  apa: Buhl, H. M., Vollmer, A.-L., Alami, R., Booshehri, M., &#38; Främling, K. (2026).
    Models of the situation, the explanandum, and the interaction partner. In K. J.
    Rohlfing, K. Främling, B. Lim, S. Alpsancar, &#38; K. Thommes (Eds.), <i>Social
    explainable AI</i> (pp. 269–295). Springer. <a href="https://doi.org/10.1007/978-981-96-5290-7_14">https://doi.org/10.1007/978-981-96-5290-7_14</a>
  bibtex: '@inbook{Buhl_Vollmer_Alami_Booshehri_Främling_2026, title={Models of the
    situation, the explanandum, and the interaction partner}, DOI={<a href="https://doi.org/10.1007/978-981-96-5290-7_14">https://doi.org/10.1007/978-981-96-5290-7_14</a>},
    booktitle={Social explainable AI}, publisher={Springer}, author={Buhl, Heike M.
    and Vollmer, Anna-Lisa and Alami, Rachid and Booshehri, Meisam and Främling, Kary},
    editor={Rohlfing, Katharina J. and Främling, Kary and Lim, Brian and Alpsancar,
    Suzana and Thommes, Kisten}, year={2026}, pages={269–295} }'
  chicago: Buhl, Heike M., Anna-Lisa Vollmer, Rachid Alami, Meisam Booshehri, and
    Kary Främling. “Models of the Situation, the Explanandum, and the Interaction
    Partner.” In <i>Social Explainable AI</i>, edited by Katharina J. Rohlfing, Kary
    Främling, Brian Lim, Suzana Alpsancar, and Kisten Thommes, 269–95. Springer, 2026.
    <a href="https://doi.org/10.1007/978-981-96-5290-7_14">https://doi.org/10.1007/978-981-96-5290-7_14</a>.
  ieee: H. M. Buhl, A.-L. Vollmer, R. Alami, M. Booshehri, and K. Främling, “Models
    of the situation, the explanandum, and the interaction partner,” in <i>Social
    explainable AI</i>, K. J. Rohlfing, K. Främling, B. Lim, S. Alpsancar, and K.
    Thommes, Eds. Springer, 2026, pp. 269–295.
  mla: Buhl, Heike M., et al. “Models of the Situation, the Explanandum, and the Interaction
    Partner.” <i>Social Explainable AI</i>, edited by Katharina J. Rohlfing et al.,
    Springer, 2026, pp. 269–95, doi:<a href="https://doi.org/10.1007/978-981-96-5290-7_14">https://doi.org/10.1007/978-981-96-5290-7_14</a>.
  short: 'H.M. Buhl, A.-L. Vollmer, R. Alami, M. Booshehri, K. Främling, in: K.J.
    Rohlfing, K. Främling, B. Lim, S. Alpsancar, K. Thommes (Eds.), Social Explainable
    AI, Springer, 2026, pp. 269–295.'
date_created: 2026-03-23T08:06:57Z
date_updated: 2026-03-23T18:24:49Z
department:
- _id: '427'
- _id: '660'
doi: https://doi.org/10.1007/978-981-96-5290-7_14
editor:
- first_name: Katharina J.
  full_name: Rohlfing, Katharina J.
  last_name: Rohlfing
- first_name: Kary
  full_name: Främling, Kary
  last_name: Främling
- first_name: Brian
  full_name: Lim, Brian
  last_name: Lim
- first_name: Suzana
  full_name: Alpsancar, Suzana
  last_name: Alpsancar
- first_name: Kisten
  full_name: Thommes, Kisten
  last_name: Thommes
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://link.springer.com/chapter/10.1007/978-981-96-5290-7_14
oa: '1'
page: 269-295
project:
- _id: '111'
  name: 'TRR 318; TP A01: Adaptives Erklären'
- _id: '114'
  name: 'TRR 318; TP A04: Integration des technischen Modells in das Partnermodell
    bei der Erklärung von digitalen Artefakten'
- _id: '121'
  name: 'TRR 318; TP B01: Ein dialogbasierter Ansatz zur Erklärung von Modellen des
    maschinellen Lernens'
publication: Social explainable AI
publisher: Springer
related_material:
  link:
  - relation: confirmation
    url: https://link.springer.com/chapter/10.1007/978-981-96-5290-7_14
status: public
title: Models of the situation, the explanandum, and the interaction partner
type: book_chapter
user_id: '90826'
year: '2026'
...
---
_id: '65083'
author:
- first_name: Heike M.
  full_name: Buhl, Heike M.
  id: '27152'
  last_name: Buhl
- first_name: Britta
  full_name: Wrede, Britta
  last_name: Wrede
- first_name: Josephine Beryl
  full_name: Fisher, Josephine Beryl
  id: '56345'
  last_name: Fisher
  orcid: 0000-0002-9997-9241
- first_name: Marco
  full_name: Matarese, Marco
  last_name: Matarese
citation:
  ama: 'Buhl HM, Wrede B, Fisher JB, Matarese M. Adaptation. In: Rohlfing KJ, Främling
    K, Lim B, Alpsancar S, Thommes K, eds. <i>Social Explainable AI</i>. Springer;
    2026:247-267. doi:<a href="https://doi.org/10.1007/978-981-96-5290-7_13">https://doi.org/10.1007/978-981-96-5290-7_13</a>'
  apa: Buhl, H. M., Wrede, B., Fisher, J. B., &#38; Matarese, M. (2026). Adaptation.
    In K. J. Rohlfing, K. Främling, B. Lim, S. Alpsancar, &#38; K. Thommes (Eds.),
    <i>Social Explainable AI</i> (pp. 247–267). Springer. <a href="https://doi.org/10.1007/978-981-96-5290-7_13">https://doi.org/10.1007/978-981-96-5290-7_13</a>
  bibtex: '@inbook{Buhl_Wrede_Fisher_Matarese_2026, title={Adaptation}, DOI={<a href="https://doi.org/10.1007/978-981-96-5290-7_13">https://doi.org/10.1007/978-981-96-5290-7_13</a>},
    booktitle={Social Explainable AI}, publisher={Springer}, author={Buhl, Heike M.
    and Wrede, Britta and Fisher, Josephine Beryl and Matarese, Marco}, editor={Rohlfing,
    Katharina J. and Främling, Kary and Lim, Brian and Alpsancar, Suzana and Thommes,
    Kirsten}, year={2026}, pages={247–267} }'
  chicago: Buhl, Heike M., Britta Wrede, Josephine Beryl Fisher, and Marco Matarese.
    “Adaptation.” In <i>Social Explainable AI</i>, edited by Katharina J. Rohlfing,
    Kary Främling, Brian Lim, Suzana Alpsancar, and Kirsten Thommes, 247–67. Springer,
    2026. <a href="https://doi.org/10.1007/978-981-96-5290-7_13">https://doi.org/10.1007/978-981-96-5290-7_13</a>.
  ieee: H. M. Buhl, B. Wrede, J. B. Fisher, and M. Matarese, “Adaptation,” in <i>Social
    Explainable AI</i>, K. J. Rohlfing, K. Främling, B. Lim, S. Alpsancar, and K.
    Thommes, Eds. Springer, 2026, pp. 247–267.
  mla: Buhl, Heike M., et al. “Adaptation.” <i>Social Explainable AI</i>, edited by
    Katharina J. Rohlfing et al., Springer, 2026, pp. 247–67, doi:<a href="https://doi.org/10.1007/978-981-96-5290-7_13">https://doi.org/10.1007/978-981-96-5290-7_13</a>.
  short: 'H.M. Buhl, B. Wrede, J.B. Fisher, M. Matarese, in: K.J. Rohlfing, K. Främling,
    B. Lim, S. Alpsancar, K. Thommes (Eds.), Social Explainable AI, Springer, 2026,
    pp. 247–267.'
date_created: 2026-03-23T07:55:56Z
date_updated: 2026-03-23T18:25:34Z
department:
- _id: '427'
- _id: '660'
doi: https://doi.org/10.1007/978-981-96-5290-7_13
editor:
- first_name: Katharina J.
  full_name: Rohlfing, Katharina J.
  last_name: Rohlfing
- first_name: Kary
  full_name: Främling, Kary
  last_name: Främling
- first_name: Brian
  full_name: Lim, Brian
  last_name: Lim
- first_name: Suzana
  full_name: Alpsancar, Suzana
  last_name: Alpsancar
- first_name: Kirsten
  full_name: Thommes, Kirsten
  last_name: Thommes
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://link.springer.com/chapter/10.1007/978-981-96-5290-7_13
oa: '1'
page: 247-267
project:
- _id: '111'
  name: 'TRR 318; TP A01: Adaptives Erklären'
- _id: '114'
  name: 'TRR 318; TP A04: Integration des technischen Modells in das Partnermodell
    bei der Erklärung von digitalen Artefakten'
- _id: '115'
  name: 'TRR 318; TP A05: Echtzeitmessung der Aufmerksamkeit im Mensch-Roboter-Erklärdialog'
- _id: '118'
  name: 'TRR 318: Project Area INF'
publication: Social Explainable AI
publication_identifier:
  unknown:
  - 978-981-96-5290-7
publisher: Springer
related_material:
  link:
  - relation: confirmation
    url: https://link.springer.com/chapter/10.1007/978-981-96-5290-7_13
status: public
title: Adaptation
type: book_chapter
user_id: '90826'
year: '2026'
...
---
_id: '61151'
abstract:
- lang: eng
  text: In this paper, we discuss the application of retrospective video recall for
    the assessment of cognitive processes in explanatory interactions, such as understanding
    and mental models. Our purpose is to reflect on the benefits and limitations of
    video recall compared to another self-report method, ‘thinking-aloud’. To do so,
    we reveal empirical results from the application of video recall in three interdisciplinary
    research projects that applied the method for the qualitative and quantitative
    assessment of cognitive and behavioral phenomena in everyday explanations. In
    all three projects, video recall was applied as a post-hoc procedure following
    the recording of dyadic face-to-face explanations of board games. The design of
    the video recall procedure differed between individual projects because they pursued
    different research objectives – that is the investigation of (1) an interlocutor's
    multimodal signals of understanding, (2) the change in assumptions about an interlocutor's
    dispositional and situational knowledge, and (3) the differentiated assessment
    of an interlocutor's developing understanding of domain knowledge aspects by distinguishing
    between mechanistic and functional explanatory stances. By discussing the benefits
    and the limitations of each procedure, this article provides critical reflections
    on video recall as a versatile research method applied for the analysis of human
    multimodal behavior in interaction and cognitive processing.
author:
- first_name: Stefan Teodorov
  full_name: Lazarov, Stefan Teodorov
  id: '90345'
  last_name: Lazarov
  orcid: 0009-0009-0892-9483
- first_name: Michael
  full_name: Schaffer, Michael
  id: '92807'
  last_name: Schaffer
- first_name: Viviane
  full_name: Gladow, Viviane
  last_name: Gladow
- first_name: Hendrik
  full_name: Buschmeier, Hendrik
  id: '76456'
  last_name: Buschmeier
  orcid: 0000-0002-9613-5713
- first_name: Heike M.
  full_name: Buhl, Heike M.
  id: '27152'
  last_name: Buhl
- first_name: Angela
  full_name: Grimminger, Angela
  id: '57578'
  last_name: Grimminger
citation:
  ama: Lazarov ST, Schaffer M, Gladow V, Buschmeier H, Buhl HM, Grimminger A. Retrospective
    video recall for analyzing cognitive processes in naturalistic explanations.
  apa: Lazarov, S. T., Schaffer, M., Gladow, V., Buschmeier, H., Buhl, H. M., &#38;
    Grimminger, A. (n.d.). <i>Retrospective video recall for analyzing cognitive processes
    in naturalistic explanations</i>.
  bibtex: '@article{Lazarov_Schaffer_Gladow_Buschmeier_Buhl_Grimminger, title={Retrospective
    video recall for analyzing cognitive processes in naturalistic explanations},
    author={Lazarov, Stefan Teodorov and Schaffer, Michael and Gladow, Viviane and
    Buschmeier, Hendrik and Buhl, Heike M. and Grimminger, Angela} }'
  chicago: Lazarov, Stefan Teodorov, Michael Schaffer, Viviane Gladow, Hendrik Buschmeier,
    Heike M. Buhl, and Angela Grimminger. “Retrospective Video Recall for Analyzing
    Cognitive Processes in Naturalistic Explanations,” n.d.
  ieee: S. T. Lazarov, M. Schaffer, V. Gladow, H. Buschmeier, H. M. Buhl, and A. Grimminger,
    “Retrospective video recall for analyzing cognitive processes in naturalistic
    explanations.” .
  mla: Lazarov, Stefan Teodorov, et al. <i>Retrospective Video Recall for Analyzing
    Cognitive Processes in Naturalistic Explanations</i>.
  short: S.T. Lazarov, M. Schaffer, V. Gladow, H. Buschmeier, H.M. Buhl, A. Grimminger,
    (n.d.).
date_created: 2025-09-08T14:11:37Z
date_updated: 2026-03-27T16:18:03Z
department:
- _id: '660'
language:
- iso: eng
main_file_link:
- url: https://doi.org/10.31219/osf.io/u24kz_v2
page: '29'
project:
- _id: '111'
  name: 'TRR 318; TP A01: Adaptives Erklären'
- _id: '112'
  name: 'TRR 318; TP A02: Verstehensprozess einer Erklärung beobachten und auswerten'
- _id: '114'
  name: 'TRR 318; TP A04: Integration des technischen Modells in das Partnermodell
    bei der Erklärung von digitalen Artefakten'
publication_status: submitted
status: public
title: Retrospective video recall for analyzing cognitive processes in naturalistic
  explanations
type: preprint
user_id: '76456'
year: '2026'
...
---
_id: '61178'
citation:
  ama: Ilinykh N, Robrecht A, Kopp S, Buschmeier H, eds. <i>SemDial 2025 – Bialogue.
    Proceedings of the 29th Workshop on the Semantics and Pragmatics of Dialogue</i>.;
    2025.
  apa: Ilinykh, N., Robrecht, A., Kopp, S., &#38; Buschmeier, H. (Eds.). (2025). <i>SemDial
    2025 – Bialogue. Proceedings of the 29th Workshop on the Semantics and Pragmatics
    of Dialogue</i>.
  bibtex: '@book{Ilinykh_Robrecht_Kopp_Buschmeier_2025, place={Bielefeld, Germany},
    series={Proceedings (SemDial)}, title={SemDial 2025 – Bialogue. Proceedings of
    the 29th Workshop on the Semantics and Pragmatics of Dialogue}, year={2025}, collection={Proceedings
    (SemDial)} }'
  chicago: Ilinykh, Nikolai, Amelie Robrecht, Stefan Kopp, and Hendrik Buschmeier,
    eds. <i>SemDial 2025 – Bialogue. Proceedings of the 29th Workshop on the Semantics
    and Pragmatics of Dialogue</i>. Proceedings (SemDial). Bielefeld, Germany, 2025.
  ieee: N. Ilinykh, A. Robrecht, S. Kopp, and H. Buschmeier, Eds., <i>SemDial 2025
    – Bialogue. Proceedings of the 29th Workshop on the Semantics and Pragmatics of
    Dialogue</i>. Bielefeld, Germany, 2025.
  mla: Ilinykh, Nikolai, et al., editors. <i>SemDial 2025 – Bialogue. Proceedings
    of the 29th Workshop on the Semantics and Pragmatics of Dialogue</i>. 2025.
  short: N. Ilinykh, A. Robrecht, S. Kopp, H. Buschmeier, eds., SemDial 2025 – Bialogue.
    Proceedings of the 29th Workshop on the Semantics and Pragmatics of Dialogue,
    Bielefeld, Germany, 2025.
conference:
  end_date: 2025-09-05
  location: Bielefeld, Germany
  name: 29th Workshop on the Semantics and Pragmatics of Dialogue
  start_date: 2025-09-03
date_created: 2025-09-11T07:16:10Z
date_updated: 2025-09-12T16:56:35Z
department:
- _id: '660'
editor:
- first_name: Nikolai
  full_name: Ilinykh, Nikolai
  last_name: Ilinykh
- first_name: Amelie
  full_name: Robrecht, Amelie
  id: '91982'
  last_name: Robrecht
  orcid: 0000-0001-5622-8248
- first_name: Stefan
  full_name: Kopp, Stefan
  last_name: Kopp
- first_name: Hendrik
  full_name: Buschmeier, Hendrik
  id: '76456'
  last_name: Buschmeier
  orcid: 0000-0002-9613-5713
extern: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://purl.org/semdial/2025/proceedings
oa: '1'
page: 271+viii
place: Bielefeld, Germany
project:
- _id: '112'
  name: 'TRR 318; TP A02: Verstehensprozess einer Erklärung beobachten und auswerten'
- _id: '111'
  name: 'TRR 318; TP A01: Adaptives Erklären'
publication_identifier:
  issn:
  - 2308-2275
publication_status: published
quality_controlled: '1'
series_title: Proceedings (SemDial)
status: public
title: SemDial 2025 – Bialogue. Proceedings of the 29th Workshop on the Semantics
  and Pragmatics of Dialogue
type: book_editor
user_id: '76456'
year: '2025'
...
---
_id: '61243'
author:
- first_name: Josephine Beryl
  full_name: Fisher, Josephine Beryl
  id: '56345'
  last_name: Fisher
  orcid: 0000-0002-9997-9241
- first_name: Lutz
  full_name: Terfloth, Lutz
  id: '37320'
  last_name: Terfloth
citation:
  ama: 'Fisher JB, Terfloth L. The Dual Nature as a Local Context to Explore Verbal
    Behaviour in Game Explanations. In: <i> Proceedings of the 29th Workshop on the
    Semantics and Pragmatics of Dialogue (SemDial 2025)</i>. ; 2025.'
  apa: Fisher, J. B., &#38; Terfloth, L. (2025). The Dual Nature as a Local Context
    to Explore Verbal Behaviour in Game Explanations. <i> Proceedings of the 29th
    Workshop on the Semantics and Pragmatics of Dialogue (SemDial 2025)</i>.
  bibtex: '@inproceedings{Fisher_Terfloth_2025, title={The Dual Nature as a Local
    Context to Explore Verbal Behaviour in Game Explanations}, booktitle={ Proceedings
    of the 29th Workshop on the Semantics and Pragmatics of Dialogue (SemDial 2025)},
    author={Fisher, Josephine Beryl and Terfloth, Lutz}, year={2025} }'
  chicago: Fisher, Josephine Beryl, and Lutz Terfloth. “The Dual Nature as a Local
    Context to Explore Verbal Behaviour in Game Explanations.” In <i> Proceedings
    of the 29th Workshop on the Semantics and Pragmatics of Dialogue (SemDial 2025)</i>,
    2025.
  ieee: J. B. Fisher and L. Terfloth, “The Dual Nature as a Local Context to Explore
    Verbal Behaviour in Game Explanations,” 2025.
  mla: Fisher, Josephine Beryl, and Lutz Terfloth. “The Dual Nature as a Local Context
    to Explore Verbal Behaviour in Game Explanations.” <i> Proceedings of the 29th
    Workshop on the Semantics and Pragmatics of Dialogue (SemDial 2025)</i>, 2025.
  short: 'J.B. Fisher, L. Terfloth, in:  Proceedings of the 29th Workshop on the Semantics
    and Pragmatics of Dialogue (SemDial 2025), 2025.'
date_created: 2025-09-12T09:28:30Z
date_updated: 2025-09-15T14:36:06Z
department:
- _id: '660'
language:
- iso: eng
main_file_link:
- url: https://www.semdial.org/anthology/Z25-Fisher_semdial_4432.pdf
project:
- _id: '111'
  name: 'TRR 318; TP A01: Adaptives Erklären'
- _id: '114'
  name: 'TRR 318; TP A04: Integration des technischen Modells in das Partnermodell
    bei der Erklärung von digitalen Artefakten'
publication: ' Proceedings of the 29th Workshop on the Semantics and Pragmatics of
  Dialogue (SemDial 2025)'
status: public
title: The Dual Nature as a Local Context to Explore Verbal Behaviour in Game Explanations
type: conference_abstract
user_id: '56345'
year: '2025'
...
---
_id: '61332'
author:
- first_name: Heike M.
  full_name: Buhl, Heike M.
  id: '27152'
  last_name: Buhl
- first_name: Josephine Beryl
  full_name: Fisher, Josephine Beryl
  id: '56345'
  last_name: Fisher
  orcid: 0000-0002-9997-9241
- first_name: Katharina J.
  full_name: Rohlfing, Katharina J.
  id: '50352'
  last_name: Rohlfing
  orcid: 0000-0002-5676-8233
citation:
  ama: 'Buhl HM, Fisher JB, Rohlfing KJ. <i>Role Perception Questionnaire: Co-Construction.
    Scales Manual</i>. OSF; 2025.'
  apa: 'Buhl, H. M., Fisher, J. B., &#38; Rohlfing, K. J. (2025). <i>Role Perception
    Questionnaire: Co-construction. Scales manual</i>. OSF.'
  bibtex: '@book{Buhl_Fisher_Rohlfing_2025, title={Role Perception Questionnaire:
    Co-construction. Scales manual}, publisher={OSF}, author={Buhl, Heike M. and Fisher,
    Josephine Beryl and Rohlfing, Katharina J.}, year={2025} }'
  chicago: 'Buhl, Heike M., Josephine Beryl Fisher, and Katharina J. Rohlfing. <i>Role
    Perception Questionnaire: Co-Construction. Scales Manual</i>. OSF, 2025.'
  ieee: 'H. M. Buhl, J. B. Fisher, and K. J. Rohlfing, <i>Role Perception Questionnaire:
    Co-construction. Scales manual</i>. OSF, 2025.'
  mla: 'Buhl, Heike M., et al. <i>Role Perception Questionnaire: Co-Construction.
    Scales Manual</i>. OSF, 2025.'
  short: 'H.M. Buhl, J.B. Fisher, K.J. Rohlfing, Role Perception Questionnaire: Co-Construction.
    Scales Manual, OSF, 2025.'
date_created: 2025-09-17T15:04:28Z
date_updated: 2025-09-17T15:06:22Z
department:
- _id: '427'
language:
- iso: eng
main_file_link:
- url: https://osf.io/bnem2/files/osfstorage/68677f0b45587b0093f71a0f
project:
- _id: '111'
  name: 'TRR 318; TP A01: Adaptives Erklären'
publisher: OSF
status: public
title: 'Role Perception Questionnaire: Co-construction. Scales manual'
type: report
user_id: '90826'
year: '2025'
...
---
_id: '61433'
author:
- first_name: Heike M.
  full_name: Buhl, Heike M.
  id: '27152'
  last_name: Buhl
- first_name: Paula
  full_name: Herrmann, Paula
  last_name: Herrmann
- first_name: Dean X.
  full_name: Bolinger, Dean X.
  last_name: Bolinger
citation:
  ama: Buhl HM, Herrmann P, Bolinger DX. <i>TRR 318, Project A01, WP 2.1. Scales Manual</i>.
    OSF; 2025.
  apa: Buhl, H. M., Herrmann, P., &#38; Bolinger, D. X. (2025). <i>TRR 318, Project
    A01, WP 2.1. Scales manual</i>. OSF.
  bibtex: '@book{Buhl_Herrmann_Bolinger_2025, title={TRR 318, Project A01, WP 2.1.
    Scales manual}, publisher={OSF}, author={Buhl, Heike M. and Herrmann, Paula and
    Bolinger, Dean X.}, year={2025} }'
  chicago: Buhl, Heike M., Paula Herrmann, and Dean X. Bolinger. <i>TRR 318, Project
    A01, WP 2.1. Scales Manual</i>. OSF, 2025.
  ieee: H. M. Buhl, P. Herrmann, and D. X. Bolinger, <i>TRR 318, Project A01, WP 2.1.
    Scales manual</i>. OSF, 2025.
  mla: Buhl, Heike M., et al. <i>TRR 318, Project A01, WP 2.1. Scales Manual</i>.
    OSF, 2025.
  short: H.M. Buhl, P. Herrmann, D.X. Bolinger, TRR 318, Project A01, WP 2.1. Scales
    Manual, OSF, 2025.
date_created: 2025-09-24T12:35:55Z
date_updated: 2025-09-24T12:39:13Z
department:
- _id: '427'
language:
- iso: eng
main_file_link:
- url: https://osf.io/wu3bk
project:
- _id: '111'
  name: 'TRR 318; TP A01: Adaptives Erklären'
publisher: OSF
status: public
title: TRR 318, Project A01, WP 2.1. Scales manual
type: report
user_id: '90826'
year: '2025'
...
---
_id: '61434'
author:
- first_name: Heike M.
  full_name: Buhl, Heike M.
  id: '27152'
  last_name: Buhl
- first_name: Paula
  full_name: Herrmann, Paula
  last_name: Herrmann
- first_name: Dean X.
  full_name: Bolinger, Dean X.
  last_name: Bolinger
citation:
  ama: Buhl HM, Herrmann P, Bolinger DX. <i>TRR 318, Project A01, WP 2.2. Scales Manual</i>.
    OSF; 2025.
  apa: Buhl, H. M., Herrmann, P., &#38; Bolinger, D. X. (2025). <i>TRR 318, Project
    A01, WP 2.2. Scales manual</i>. OSF.
  bibtex: '@book{Buhl_Herrmann_Bolinger_2025, title={TRR 318, Project A01, WP 2.2.
    Scales manual}, publisher={OSF}, author={Buhl, Heike M. and Herrmann, Paula and
    Bolinger, Dean X.}, year={2025} }'
  chicago: Buhl, Heike M., Paula Herrmann, and Dean X. Bolinger. <i>TRR 318, Project
    A01, WP 2.2. Scales Manual</i>. OSF, 2025.
  ieee: H. M. Buhl, P. Herrmann, and D. X. Bolinger, <i>TRR 318, Project A01, WP 2.2.
    Scales manual</i>. OSF, 2025.
  mla: Buhl, Heike M., et al. <i>TRR 318, Project A01, WP 2.2. Scales Manual</i>.
    OSF, 2025.
  short: H.M. Buhl, P. Herrmann, D.X. Bolinger, TRR 318, Project A01, WP 2.2. Scales
    Manual, OSF, 2025.
date_created: 2025-09-24T12:37:40Z
date_updated: 2025-09-24T12:39:20Z
department:
- _id: '427'
language:
- iso: eng
main_file_link:
- url: https://osf.io/4zdy6
project:
- _id: '111'
  name: 'TRR 318; TP A01: Adaptives Erklären'
publisher: OSF
status: public
title: TRR 318, Project A01, WP 2.2. Scales manual
type: report
user_id: '90826'
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. <i>AI and Ethics</i>. 2025;5:3015–3033.
    doi:<a href="https://doi.org/10.1007/s43681-024-00622-3">https://doi.org/10.1007/s43681-024-00622-3</a>'
  apa: 'Alpsancar, S., Buhl, H. M., Matzner, T., &#38; Scharlau, I. (2025). Explanation
    needs and ethical demands: unpacking the instrumental value of XAI. <i>AI and
    Ethics</i>, <i>5</i>, 3015–3033. <a href="https://doi.org/10.1007/s43681-024-00622-3">https://doi.org/10.1007/s43681-024-00622-3</a>'
  bibtex: '@article{Alpsancar_Buhl_Matzner_Scharlau_2025, title={Explanation needs
    and ethical demands: unpacking the instrumental value of XAI}, volume={5}, DOI={<a
    href="https://doi.org/10.1007/s43681-024-00622-3">https://doi.org/10.1007/s43681-024-00622-3</a>},
    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.”
    <i>AI and Ethics</i> 5 (2025): 3015–3033. <a href="https://doi.org/10.1007/s43681-024-00622-3">https://doi.org/10.1007/s43681-024-00622-3</a>.'
  ieee: 'S. Alpsancar, H. M. Buhl, T. Matzner, and I. Scharlau, “Explanation needs
    and ethical demands: unpacking the instrumental value of XAI,” <i>AI and Ethics</i>,
    vol. 5, pp. 3015–3033, 2025, doi: <a href="https://doi.org/10.1007/s43681-024-00622-3">https://doi.org/10.1007/s43681-024-00622-3</a>.'
  mla: 'Alpsancar, Suzana, et al. “Explanation Needs and Ethical Demands: Unpacking
    the Instrumental Value of XAI.” <i>AI and Ethics</i>, vol. 5, Springer, 2025,
    pp. 3015–3033, doi:<a href="https://doi.org/10.1007/s43681-024-00622-3">https://doi.org/10.1007/s43681-024-00622-3</a>.'
  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: '61156'
abstract:
- lang: eng
  text: Explainability has become an important topic in computer science and artificial
    intelligence, leading to a subfield called Explainable Artificial Intelligence
    (XAI). The goal of providing or seeking explanations is to achieve (better) ‘understanding’
    on the part of the explainee. However, what it means to ‘understand’ is still
    not clearly defined, and the concept itself is rarely the subject of scientific
    investigation. This conceptual article aims to present a model of forms of understanding
    for XAI-explanations and beyond. From an interdisciplinary perspective bringing
    together computer science, linguistics, sociology, philosophy and psychology,
    a definition of understanding and its forms, assessment, and dynamics during the
    process of giving everyday explanations are explored. Two types of understanding
    are considered as possible outcomes of explanations, namely enabledness, ‘knowing
    how’ to do or decide something, and comprehension, ‘knowing that’ – both in different
    degrees (from shallow to deep). Explanations regularly start with shallow understanding
    in a specific domain and can lead to deep comprehension and enabledness of the
    explanandum, which we see as a prerequisite for human users to gain agency. In
    this process, the increase of comprehension and enabledness are highly interdependent.
    Against the background of this systematization, special challenges of understanding
    in XAI are discussed.
article_number: '101419'
article_type: original
author:
- first_name: Hendrik
  full_name: Buschmeier, Hendrik
  id: '76456'
  last_name: Buschmeier
  orcid: 0000-0002-9613-5713
- first_name: Heike M.
  full_name: Buhl, Heike M.
  id: '27152'
  last_name: Buhl
- first_name: Friederike
  full_name: Kern, Friederike
  last_name: Kern
- first_name: Angela
  full_name: Grimminger, Angela
  id: '57578'
  last_name: Grimminger
- first_name: Helen
  full_name: Beierling, Helen
  id: '50995'
  last_name: Beierling
- first_name: Josephine Beryl
  full_name: Fisher, Josephine Beryl
  id: '56345'
  last_name: Fisher
  orcid: 0000-0002-9997-9241
- first_name: André
  full_name: Groß, André
  id: '93405'
  last_name: Groß
  orcid: 0000-0002-9593-7220
- first_name: Ilona
  full_name: Horwath, Ilona
  id: '68836'
  last_name: Horwath
- first_name: Nils
  full_name: Klowait, Nils
  id: '98454'
  last_name: Klowait
  orcid: 0000-0002-7347-099X
- first_name: Stefan Teodorov
  full_name: Lazarov, Stefan Teodorov
  id: '90345'
  last_name: Lazarov
  orcid: 0009-0009-0892-9483
- first_name: Michael
  full_name: Lenke, Michael
  last_name: Lenke
- first_name: Vivien
  full_name: Lohmer, Vivien
  last_name: Lohmer
- first_name: Katharina
  full_name: Rohlfing, Katharina
  id: '50352'
  last_name: Rohlfing
  orcid: 0000-0002-5676-8233
- first_name: Ingrid
  full_name: Scharlau, Ingrid
  id: '451'
  last_name: Scharlau
  orcid: 0000-0003-2364-9489
- first_name: Amit
  full_name: Singh, Amit
  id: '91018'
  last_name: Singh
  orcid: 0000-0002-7789-1521
- first_name: Lutz
  full_name: Terfloth, Lutz
  id: '37320'
  last_name: Terfloth
- first_name: Anna-Lisa
  full_name: Vollmer, Anna-Lisa
  id: '86589'
  last_name: Vollmer
- first_name: Yu
  full_name: Wang, Yu
  last_name: Wang
- first_name: Annedore
  full_name: Wilmes, Annedore
  last_name: Wilmes
- first_name: Britta
  full_name: Wrede, Britta
  last_name: Wrede
citation:
  ama: Buschmeier H, Buhl HM, Kern F, et al. Forms of Understanding for XAI-Explanations.
    <i>Cognitive Systems Research</i>. 2025;94. doi:<a href="https://doi.org/10.1016/j.cogsys.2025.101419">10.1016/j.cogsys.2025.101419</a>
  apa: Buschmeier, H., Buhl, H. M., Kern, F., Grimminger, A., Beierling, H., Fisher,
    J. B., Groß, A., Horwath, I., Klowait, N., Lazarov, S. T., Lenke, M., Lohmer,
    V., Rohlfing, K., Scharlau, I., Singh, A., Terfloth, L., Vollmer, A.-L., Wang,
    Y., Wilmes, A., &#38; Wrede, B. (2025). Forms of Understanding for XAI-Explanations.
    <i>Cognitive Systems Research</i>, <i>94</i>, Article 101419. <a href="https://doi.org/10.1016/j.cogsys.2025.101419">https://doi.org/10.1016/j.cogsys.2025.101419</a>
  bibtex: '@article{Buschmeier_Buhl_Kern_Grimminger_Beierling_Fisher_Groß_Horwath_Klowait_Lazarov_et
    al._2025, title={Forms of Understanding for XAI-Explanations}, volume={94}, DOI={<a
    href="https://doi.org/10.1016/j.cogsys.2025.101419">10.1016/j.cogsys.2025.101419</a>},
    number={101419}, journal={Cognitive Systems Research}, author={Buschmeier, Hendrik
    and Buhl, Heike M. and Kern, Friederike and Grimminger, Angela and Beierling,
    Helen and Fisher, Josephine Beryl and Groß, André and Horwath, Ilona and Klowait,
    Nils and Lazarov, Stefan Teodorov and et al.}, year={2025} }'
  chicago: Buschmeier, Hendrik, Heike M. Buhl, Friederike Kern, Angela Grimminger,
    Helen Beierling, Josephine Beryl Fisher, André Groß, et al. “Forms of Understanding
    for XAI-Explanations.” <i>Cognitive Systems Research</i> 94 (2025). <a href="https://doi.org/10.1016/j.cogsys.2025.101419">https://doi.org/10.1016/j.cogsys.2025.101419</a>.
  ieee: 'H. Buschmeier <i>et al.</i>, “Forms of Understanding for XAI-Explanations,”
    <i>Cognitive Systems Research</i>, vol. 94, Art. no. 101419, 2025, doi: <a href="https://doi.org/10.1016/j.cogsys.2025.101419">10.1016/j.cogsys.2025.101419</a>.'
  mla: Buschmeier, Hendrik, et al. “Forms of Understanding for XAI-Explanations.”
    <i>Cognitive Systems Research</i>, vol. 94, 101419, 2025, doi:<a href="https://doi.org/10.1016/j.cogsys.2025.101419">10.1016/j.cogsys.2025.101419</a>.
  short: H. Buschmeier, H.M. Buhl, F. Kern, A. Grimminger, H. Beierling, J.B. Fisher,
    A. Groß, I. Horwath, N. Klowait, S.T. Lazarov, M. Lenke, V. Lohmer, K. Rohlfing,
    I. Scharlau, A. Singh, L. Terfloth, A.-L. Vollmer, Y. Wang, A. Wilmes, B. Wrede,
    Cognitive Systems Research 94 (2025).
date_created: 2025-09-08T14:24:32Z
date_updated: 2025-12-05T15:32:25Z
ddc:
- '006'
department:
- _id: '660'
doi: 10.1016/j.cogsys.2025.101419
file:
- access_level: closed
  content_type: application/pdf
  creator: hbuschme
  date_created: 2025-12-01T21:02:20Z
  date_updated: 2025-12-01T21:02:20Z
  file_id: '62730'
  file_name: Buschmeier-etal-2025-COGSYS.pdf
  file_size: 10114981
  relation: main_file
  success: 1
file_date_updated: 2025-12-01T21:02:20Z
has_accepted_license: '1'
intvolume: '        94'
keyword:
- understanding
- explaining
- explanations
- explainable
- AI
- interdisciplinarity
- comprehension
- enabledness
- agency
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://www.sciencedirect.com/science/article/pii/S1389041725000993?via%3Dihub
oa: '1'
project:
- _id: '111'
  name: 'TRR 318; TP A01: Adaptives Erklären'
- _id: '112'
  name: 'TRR 318; TP A02: Verstehensprozess einer Erklärung beobachten und auswerten'
- _id: '113'
  name: TRR 318 - Subproject A3
- _id: '114'
  name: 'TRR 318; TP A04: Integration des technischen Modells in das Partnermodell
    bei der Erklärung von digitalen Artefakten'
- _id: '115'
  name: 'TRR 318; TP A05: Echtzeitmessung der Aufmerksamkeit im Mensch-Roboter-Erklärdialog'
- _id: '122'
  name: TRR 318 - Subproject B3
- _id: '123'
  name: TRR 318 - Subproject B5
- _id: '119'
  name: TRR 318 - Project Area Ö
publication: Cognitive Systems Research
publication_status: published
quality_controlled: '1'
status: public
title: Forms of Understanding for XAI-Explanations
type: journal_article
user_id: '57578'
volume: 94
year: '2025'
...
---
_id: '55154'
abstract:
- lang: eng
  text: "In human interaction, gestures serve various functions such as marking speech\r\nrhythm,
    highlighting key elements, and supplementing information. These\r\ngestures are
    also observed in explanatory contexts. However, the impact of\r\ngestures on explanations
    provided by virtual agents remains underexplored. A\r\nuser study was carried
    out to investigate how different types of gestures\r\ninfluence perceived interaction
    quality and listener understanding. This study\r\naddresses the effect of gestures
    in explanation by developing an embodied\r\nvirtual explainer integrating both
    beat gestures and iconic gestures to enhance\r\nits automatically generated verbal
    explanations. Our model combines beat\r\ngestures generated by a learned speech-driven
    synthesis module with manually\r\ncaptured iconic gestures, supporting the agent's
    verbal expressions about the\r\nboard game Quarto! as an explanation scenario.
    Findings indicate that neither\r\nthe use of iconic gestures alone nor their combination
    with beat gestures\r\noutperforms the baseline or beat-only conditions in terms
    of understanding.\r\nNonetheless, compared to prior research, the embodied agent
    significantly\r\nenhances understanding."
author:
- first_name: Amelie
  full_name: Robrecht, Amelie
  id: '91982'
  last_name: Robrecht
  orcid: 0000-0001-5622-8248
- first_name: Hendric
  full_name: Voss, Hendric
  last_name: Voss
- first_name: Lisa
  full_name: Gottschalk, Lisa
  last_name: Gottschalk
- first_name: Stefan
  full_name: Kopp, Stefan
  last_name: Kopp
citation:
  ama: Robrecht A, Voss H, Gottschalk L, Kopp S. Integrating Representational Gestures
    into Automatically Generated  Embodied Explanations and its Effects on Understanding
    and Interaction  Quality. <i>arXiv:240612544</i>. Published online 2024.
  apa: Robrecht, A., Voss, H., Gottschalk, L., &#38; Kopp, S. (2024). Integrating
    Representational Gestures into Automatically Generated  Embodied Explanations
    and its Effects on Understanding and Interaction  Quality. In <i>arXiv:2406.12544</i>.
  bibtex: '@article{Robrecht_Voss_Gottschalk_Kopp_2024, title={Integrating Representational
    Gestures into Automatically Generated  Embodied Explanations and its Effects on
    Understanding and Interaction  Quality}, journal={arXiv:2406.12544}, author={Robrecht,
    Amelie and Voss, Hendric and Gottschalk, Lisa and Kopp, Stefan}, year={2024} }'
  chicago: Robrecht, Amelie, Hendric Voss, Lisa Gottschalk, and Stefan Kopp. “Integrating
    Representational Gestures into Automatically Generated  Embodied Explanations
    and Its Effects on Understanding and Interaction  Quality.” <i>ArXiv:2406.12544</i>,
    2024.
  ieee: A. Robrecht, H. Voss, L. Gottschalk, and S. Kopp, “Integrating Representational
    Gestures into Automatically Generated  Embodied Explanations and its Effects on
    Understanding and Interaction  Quality,” <i>arXiv:2406.12544</i>. 2024.
  mla: Robrecht, Amelie, et al. “Integrating Representational Gestures into Automatically
    Generated  Embodied Explanations and Its Effects on Understanding and Interaction 
    Quality.” <i>ArXiv:2406.12544</i>, 2024.
  short: A. Robrecht, H. Voss, L. Gottschalk, S. Kopp, ArXiv:2406.12544 (2024).
date_created: 2024-07-10T11:03:59Z
date_updated: 2024-07-16T09:38:34Z
department:
- _id: '660'
external_id:
  arxiv:
  - '2406.12544'
language:
- iso: eng
project:
- _id: '111'
  grant_number: '438445824'
  name: 'TRR 318 - A01: TRR 318 - Adaptives Erklären (Teilprojekt A01)'
publication: arXiv:2406.12544
status: public
title: Integrating Representational Gestures into Automatically Generated  Embodied
  Explanations and its Effects on Understanding and Interaction  Quality
type: preprint
user_id: '91982'
year: '2024'
...
---
_id: '56264'
author:
- first_name: Heike M.
  full_name: Buhl, Heike M.
  id: '27152'
  last_name: Buhl
- first_name: Josephine Beryl
  full_name: Fisher, Josephine Beryl
  id: '56345'
  last_name: Fisher
- first_name: Katharina
  full_name: Rohlfing, Katharina
  id: '50352'
  last_name: Rohlfing
  orcid: 0000-0002-5676-8233
citation:
  ama: Buhl HM, Fisher JB, Rohlfing K. Changes in partner models – Effects of adaptivity
    in the course of explanations. <i>Proceedings of the Annual Meeting of the Cognitive
    Science Society</i>. 2024;46.
  apa: Buhl, H. M., Fisher, J. B., &#38; Rohlfing, K. (2024). Changes in partner models
    – Effects of adaptivity in the course of explanations. <i>Proceedings of the Annual
    Meeting of the Cognitive Science Society</i>, <i>46</i>.
  bibtex: '@article{Buhl_Fisher_Rohlfing_2024, title={Changes in partner models –
    Effects of adaptivity in the course of explanations}, volume={46}, journal={Proceedings
    of the Annual Meeting of the Cognitive Science Society}, author={Buhl, Heike M.
    and Fisher, Josephine Beryl and Rohlfing, Katharina}, year={2024} }'
  chicago: Buhl, Heike M., Josephine Beryl Fisher, and Katharina Rohlfing. “Changes
    in Partner Models – Effects of Adaptivity in the Course of Explanations.” <i>Proceedings
    of the Annual Meeting of the Cognitive Science Society</i> 46 (2024).
  ieee: H. M. Buhl, J. B. Fisher, and K. Rohlfing, “Changes in partner models – Effects
    of adaptivity in the course of explanations,” <i>Proceedings of the Annual Meeting
    of the Cognitive Science Society</i>, vol. 46, 2024.
  mla: Buhl, Heike M., et al. “Changes in Partner Models – Effects of Adaptivity in
    the Course of Explanations.” <i>Proceedings of the Annual Meeting of the Cognitive
    Science Society</i>, vol. 46, 2024.
  short: H.M. Buhl, J.B. Fisher, K. Rohlfing, Proceedings of the Annual Meeting of
    the Cognitive Science Society 46 (2024).
date_created: 2024-09-26T18:14:20Z
date_updated: 2025-01-15T13:32:44Z
department:
- _id: '427'
- _id: '749'
- _id: '660'
intvolume: '        46'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://escholarship.org/uc/item/5bb7p5pt
oa: '1'
project:
- _id: '111'
  grant_number: '438445824'
  name: 'TRR 318 - A01: TRR 318 - Adaptives Erklären (Teilprojekt A01)'
publication: Proceedings of the Annual Meeting of the Cognitive Science Society
publication_status: published
related_material:
  link:
  - relation: original
    url: https://escholarship.org/uc/item/5bb7p5pt
status: public
title: Changes in partner models – Effects of adaptivity in the course of explanations
type: journal_article
user_id: '55908'
volume: 46
year: '2024'
...
---
_id: '58708'
abstract:
- lang: eng
  text: Research about explanation processes is gaining relevance because of the increased
    popularity of artificial systems required to explain their function or outcome.
    Following an interactive approach, not only explainers, but also explainees contribute
    to successful interactions. However, little is known about how explainees actively
    guide explanation processes and how their involvement relates to learning. We
    explored the occurrence and type of explainees’ questions in 20 adult — adult
    explanation dialogues about unknown present and absent objects. Crucially, we
    related the question types to the explainees’ subsequent recall of the unknown
    object labels. We found that explainees asked different types of questions, especially
    about the object’s label and facts. Questions about the object’s function were
    asked more when objects were present. In addition, requests for labelling were
    linked to better recall. The results contribute to designing explainable AI that
    aims to provide relevant and adaptive explanations and to further experimental
    approaches to study explanations.
article_type: original
author:
- first_name: Josephine Beryl
  full_name: Fisher, Josephine Beryl
  id: '56345'
  last_name: Fisher
  orcid: 0000-0002-9997-9241
- first_name: Katharina J.
  full_name: Rohlfing, Katharina J.
  id: '50352'
  last_name: Rohlfing
  orcid: 0000-0002-5676-8233
- first_name: Ed
  full_name: Donnellan, Ed
  last_name: Donnellan
- first_name: Angela
  full_name: Grimminger, Angela
  id: '57578'
  last_name: Grimminger
- first_name: Yan
  full_name: Gu, Yan
  last_name: Gu
- first_name: Gabriella
  full_name: Vigliocco, Gabriella
  last_name: Vigliocco
citation:
  ama: 'Fisher JB, Rohlfing KJ, Donnellan E, Grimminger A, Gu Y, Vigliocco G.  Explain
    with, rather than explain to: How explainees shape their own learning. <i>Interaction
    Studies</i>. 2024;25(2):244-255. doi:<a href="https://doi.org/doi.org/10.1075/is.23019.fis">doi.org/10.1075/is.23019.fis</a>'
  apa: 'Fisher, J. B., Rohlfing, K. J., Donnellan, E., Grimminger, A., Gu, Y., &#38;
    Vigliocco, G. (2024).  Explain with, rather than explain to: How explainees shape
    their own learning. <i>Interaction Studies</i>, <i>25</i>(2), 244–255. <a href="https://doi.org/doi.org/10.1075/is.23019.fis">https://doi.org/doi.org/10.1075/is.23019.fis</a>'
  bibtex: '@article{Fisher_Rohlfing_Donnellan_Grimminger_Gu_Vigliocco_2024, title={
    Explain with, rather than explain to: How explainees shape their own learning},
    volume={25}, DOI={<a href="https://doi.org/doi.org/10.1075/is.23019.fis">doi.org/10.1075/is.23019.fis</a>},
    number={2}, journal={Interaction Studies}, publisher={John Benjamins}, author={Fisher,
    Josephine Beryl and Rohlfing, Katharina J. and Donnellan, Ed and Grimminger, Angela
    and Gu, Yan and Vigliocco, Gabriella}, year={2024}, pages={244–255} }'
  chicago: 'Fisher, Josephine Beryl, Katharina J. Rohlfing, Ed Donnellan, Angela Grimminger,
    Yan Gu, and Gabriella Vigliocco. “ Explain with, Rather than Explain to: How Explainees
    Shape Their Own Learning.” <i>Interaction Studies</i> 25, no. 2 (2024): 244–55.
    <a href="https://doi.org/doi.org/10.1075/is.23019.fis">https://doi.org/doi.org/10.1075/is.23019.fis</a>.'
  ieee: 'J. B. Fisher, K. J. Rohlfing, E. Donnellan, A. Grimminger, Y. Gu, and G.
    Vigliocco, “ Explain with, rather than explain to: How explainees shape their
    own learning,” <i>Interaction Studies</i>, vol. 25, no. 2, pp. 244–255, 2024,
    doi: <a href="https://doi.org/doi.org/10.1075/is.23019.fis">doi.org/10.1075/is.23019.fis</a>.'
  mla: 'Fisher, Josephine Beryl, et al. “ Explain with, Rather than Explain to: How
    Explainees Shape Their Own Learning.” <i>Interaction Studies</i>, vol. 25, no.
    2, John Benjamins, 2024, pp. 244–55, doi:<a href="https://doi.org/doi.org/10.1075/is.23019.fis">doi.org/10.1075/is.23019.fis</a>.'
  short: J.B. Fisher, K.J. Rohlfing, E. Donnellan, A. Grimminger, Y. Gu, G. Vigliocco,
    Interaction Studies 25 (2024) 244–255.
date_created: 2025-02-19T09:09:03Z
date_updated: 2025-09-02T14:17:44Z
department:
- _id: '749'
doi: doi.org/10.1075/is.23019.fis
intvolume: '        25'
issue: '2'
language:
- iso: eng
main_file_link:
- url: https://www.jbe-platform.com/content/journals/10.1075/is.23019.fis
page: 244-255
project:
- _id: '111'
  name: 'TRR 318 - A01: TRR 318 - Adaptives Erklären (Teilprojekt A01)'
- _id: '112'
  name: 'TRR 318 - A02: TRR 318 - Verstehensprozess einer Erklärung beobachten und
    auswerten (Teilprojekt A02)'
- _id: '109'
  name: 'TRR 318: TRR 318 - Erklärbarkeit konstruieren'
publication: Interaction Studies
publication_identifier:
  unknown:
  - ' 1572-0373'
publication_status: published
publisher: John Benjamins
status: public
title: ' Explain with, rather than explain to: How explainees shape their own learning'
type: journal_article
user_id: '57578'
volume: 25
year: '2024'
...
---
_id: '55155'
author:
- first_name: Amelie
  full_name: Robrecht, Amelie
  id: '91982'
  last_name: Robrecht
  orcid: 0000-0001-5622-8248
- first_name: Stefan
  full_name: Kopp, Stefan
  last_name: Kopp
citation:
  ama: 'Robrecht A, Kopp S. SNAPE: A Sequential Non-Stationary Decision Process Model
    for Adaptive Explanation Generation. In: <i>Proceedings of the 15th International
    Conference on Agents and Artificial Intelligence</i>. SCITEPRESS - Science and
    Technology Publications; 2023. doi:<a href="https://doi.org/10.5220/0011671300003393">10.5220/0011671300003393</a>'
  apa: 'Robrecht, A., &#38; Kopp, S. (2023). SNAPE: A Sequential Non-Stationary Decision
    Process Model for Adaptive Explanation Generation. <i>Proceedings of the 15th
    International Conference on Agents and Artificial Intelligence</i>. <a href="https://doi.org/10.5220/0011671300003393">https://doi.org/10.5220/0011671300003393</a>'
  bibtex: '@inproceedings{Robrecht_Kopp_2023, title={SNAPE: A Sequential Non-Stationary
    Decision Process Model for Adaptive Explanation Generation}, DOI={<a href="https://doi.org/10.5220/0011671300003393">10.5220/0011671300003393</a>},
    booktitle={Proceedings of the 15th International Conference on Agents and Artificial
    Intelligence}, publisher={SCITEPRESS - Science and Technology Publications}, author={Robrecht,
    Amelie and Kopp, Stefan}, year={2023} }'
  chicago: 'Robrecht, Amelie, and Stefan Kopp. “SNAPE: A Sequential Non-Stationary
    Decision Process Model for Adaptive Explanation Generation.” In <i>Proceedings
    of the 15th International Conference on Agents and Artificial Intelligence</i>.
    SCITEPRESS - Science and Technology Publications, 2023. <a href="https://doi.org/10.5220/0011671300003393">https://doi.org/10.5220/0011671300003393</a>.'
  ieee: 'A. Robrecht and S. Kopp, “SNAPE: A Sequential Non-Stationary Decision Process
    Model for Adaptive Explanation Generation,” 2023, doi: <a href="https://doi.org/10.5220/0011671300003393">10.5220/0011671300003393</a>.'
  mla: 'Robrecht, Amelie, and Stefan Kopp. “SNAPE: A Sequential Non-Stationary Decision
    Process Model for Adaptive Explanation Generation.” <i>Proceedings of the 15th
    International Conference on Agents and Artificial Intelligence</i>, SCITEPRESS
    - Science and Technology Publications, 2023, doi:<a href="https://doi.org/10.5220/0011671300003393">10.5220/0011671300003393</a>.'
  short: 'A. Robrecht, S. Kopp, in: Proceedings of the 15th International Conference
    on Agents and Artificial Intelligence, SCITEPRESS - Science and Technology Publications,
    2023.'
date_created: 2024-07-10T11:05:25Z
date_updated: 2024-07-16T09:38:25Z
department:
- _id: '660'
doi: 10.5220/0011671300003393
language:
- iso: eng
project:
- _id: '111'
  grant_number: '438445824'
  name: 'TRR 318 - A01: TRR 318 - Adaptives Erklären (Teilprojekt A01)'
publication: Proceedings of the 15th International Conference on Agents and Artificial
  Intelligence
publication_status: published
publisher: SCITEPRESS - Science and Technology Publications
status: public
title: 'SNAPE: A Sequential Non-Stationary Decision Process Model for Adaptive Explanation
  Generation'
type: conference
user_id: '91982'
year: '2023'
...
---
_id: '55152'
author:
- first_name: Amelie
  full_name: Robrecht, Amelie
  id: '91982'
  last_name: Robrecht
  orcid: 0000-0001-5622-8248
- first_name: Markus
  full_name: Rothgänger, Markus
  last_name: Rothgänger
- first_name: Stefan
  full_name: Kopp, Stefan
  last_name: Kopp
citation:
  ama: 'Robrecht A, Rothgänger M, Kopp S. A Study on the Benefits and Drawbacks of
    Adaptivity in AI-generated Explanations. In: <i>Proceedings of the 23rd ACM International
    Conference on Intelligent Virtual Agents</i>. ACM; 2023. doi:<a href="https://doi.org/10.1145/3570945.3607339">10.1145/3570945.3607339</a>'
  apa: Robrecht, A., Rothgänger, M., &#38; Kopp, S. (2023). A Study on the Benefits
    and Drawbacks of Adaptivity in AI-generated Explanations. <i>Proceedings of the
    23rd ACM International Conference on Intelligent Virtual Agents</i>. <a href="https://doi.org/10.1145/3570945.3607339">https://doi.org/10.1145/3570945.3607339</a>
  bibtex: '@inproceedings{Robrecht_Rothgänger_Kopp_2023, title={A Study on the Benefits
    and Drawbacks of Adaptivity in AI-generated Explanations}, DOI={<a href="https://doi.org/10.1145/3570945.3607339">10.1145/3570945.3607339</a>},
    booktitle={Proceedings of the 23rd ACM International Conference on Intelligent
    Virtual Agents}, publisher={ACM}, author={Robrecht, Amelie and Rothgänger, Markus
    and Kopp, Stefan}, year={2023} }'
  chicago: Robrecht, Amelie, Markus Rothgänger, and Stefan Kopp. “A Study on the Benefits
    and Drawbacks of Adaptivity in AI-Generated Explanations.” In <i>Proceedings of
    the 23rd ACM International Conference on Intelligent Virtual Agents</i>. ACM,
    2023. <a href="https://doi.org/10.1145/3570945.3607339">https://doi.org/10.1145/3570945.3607339</a>.
  ieee: 'A. Robrecht, M. Rothgänger, and S. Kopp, “A Study on the Benefits and Drawbacks
    of Adaptivity in AI-generated Explanations,” 2023, doi: <a href="https://doi.org/10.1145/3570945.3607339">10.1145/3570945.3607339</a>.'
  mla: Robrecht, Amelie, et al. “A Study on the Benefits and Drawbacks of Adaptivity
    in AI-Generated Explanations.” <i>Proceedings of the 23rd ACM International Conference
    on Intelligent Virtual Agents</i>, ACM, 2023, doi:<a href="https://doi.org/10.1145/3570945.3607339">10.1145/3570945.3607339</a>.
  short: 'A. Robrecht, M. Rothgänger, S. Kopp, in: Proceedings of the 23rd ACM International
    Conference on Intelligent Virtual Agents, ACM, 2023.'
date_created: 2024-07-10T11:03:09Z
date_updated: 2024-07-16T09:38:13Z
department:
- _id: '660'
doi: 10.1145/3570945.3607339
language:
- iso: eng
project:
- _id: '111'
  grant_number: '438445824'
  name: 'TRR 318 - A01: TRR 318 - Adaptives Erklären (Teilprojekt A01)'
publication: Proceedings of the 23rd ACM International Conference on Intelligent Virtual
  Agents
publication_status: published
publisher: ACM
status: public
title: A Study on the Benefits and Drawbacks of Adaptivity in AI-generated Explanations
type: conference
user_id: '91982'
year: '2023'
...
---
_id: '51367'
author:
- first_name: Amelie
  full_name: Robrecht, Amelie
  id: '91982'
  last_name: Robrecht
  orcid: 0000-0001-5622-8248
- first_name: Stefan
  full_name: Kopp, Stefan
  last_name: Kopp
citation:
  ama: 'Robrecht A, Kopp S. SNAPE: A Sequential Non-Stationary Decision Process Model
    for Adaptive Explanation Generation. In: <i>Proceedings of the 15th International
    Conference on Agents and Artificial Intelligence</i>. SCITEPRESS - Science and
    Technology Publications; 2023:48-58. doi:<a href="https://doi.org/10.5220/0011671300003393">10.5220/0011671300003393</a>'
  apa: 'Robrecht, A., &#38; Kopp, S. (2023). SNAPE: A Sequential Non-Stationary Decision
    Process Model for Adaptive Explanation Generation. <i>Proceedings of the 15th
    International Conference on Agents and Artificial Intelligence</i>, 48–58. <a
    href="https://doi.org/10.5220/0011671300003393">https://doi.org/10.5220/0011671300003393</a>'
  bibtex: '@inproceedings{Robrecht_Kopp_2023, title={SNAPE: A Sequential Non-Stationary
    Decision Process Model for Adaptive Explanation Generation}, DOI={<a href="https://doi.org/10.5220/0011671300003393">10.5220/0011671300003393</a>},
    booktitle={Proceedings of the 15th International Conference on Agents and Artificial
    Intelligence}, publisher={SCITEPRESS - Science and Technology Publications}, author={Robrecht,
    Amelie and Kopp, Stefan}, year={2023}, pages={48–58} }'
  chicago: 'Robrecht, Amelie, and Stefan Kopp. “SNAPE: A Sequential Non-Stationary
    Decision Process Model for Adaptive Explanation Generation.” In <i>Proceedings
    of the 15th International Conference on Agents and Artificial Intelligence</i>,
    48–58. SCITEPRESS - Science and Technology Publications, 2023. <a href="https://doi.org/10.5220/0011671300003393">https://doi.org/10.5220/0011671300003393</a>.'
  ieee: 'A. Robrecht and S. Kopp, “SNAPE: A Sequential Non-Stationary Decision Process
    Model for Adaptive Explanation Generation,” in <i>Proceedings of the 15th International
    Conference on Agents and Artificial Intelligence</i>, Lisbon, 2023, pp. 48–58,
    doi: <a href="https://doi.org/10.5220/0011671300003393">10.5220/0011671300003393</a>.'
  mla: 'Robrecht, Amelie, and Stefan Kopp. “SNAPE: A Sequential Non-Stationary Decision
    Process Model for Adaptive Explanation Generation.” <i>Proceedings of the 15th
    International Conference on Agents and Artificial Intelligence</i>, SCITEPRESS
    - Science and Technology Publications, 2023, pp. 48–58, doi:<a href="https://doi.org/10.5220/0011671300003393">10.5220/0011671300003393</a>.'
  short: 'A. Robrecht, S. Kopp, in: Proceedings of the 15th International Conference
    on Agents and Artificial Intelligence, SCITEPRESS - Science and Technology Publications,
    2023, pp. 48–58.'
conference:
  end_date: ' 2023-02-24'
  location: Lisbon
  name: 15th International Conference on Agents and Artificial Intelligence
  start_date: '2023-02-22 '
date_created: 2024-02-18T10:05:42Z
date_updated: 2025-01-15T13:46:38Z
department:
- _id: '660'
doi: 10.5220/0011671300003393
language:
- iso: eng
page: 48-58
project:
- _id: '111'
  grant_number: '438445824'
  name: 'TRR 318 - A01: TRR 318 - Adaptives Erklären (Teilprojekt A01)'
- _id: '117'
  name: 'TRR 318 - C: TRR 318 - Project Area C'
publication: Proceedings of the 15th International Conference on Agents and Artificial
  Intelligence
publication_identifier:
  isbn:
  - 978-989-758-623-1
publication_status: published
publisher: SCITEPRESS - Science and Technology Publications
status: public
title: 'SNAPE: A Sequential Non-Stationary Decision Process Model for Adaptive Explanation
  Generation'
type: conference
user_id: '55908'
year: '2023'
...