---
_id: '65054'
author:
- first_name: Tobias
  full_name: Jenert, Tobias
  id: '71994'
  last_name: Jenert
  orcid: ' https://orcid.org/0000-0001-9262-5646'
- first_name: H.-Hugo
  full_name: Kremer, H.-Hugo
  id: '15280'
  last_name: Kremer
- first_name: Marie-Ann
  full_name: Kückmann, Marie-Ann
  id: '25394'
  last_name: Kückmann
- first_name: Niklas
  full_name: Sänger, Niklas
  id: '49812'
  last_name: Sänger
  orcid: 0009-0007-2292-9063
- first_name: Leonie
  full_name: Schmid, Leonie
  id: '57331'
  last_name: Schmid
  orcid: 0009-0005-8378-4385
- first_name: Stephanie
  full_name: Wilde, Stephanie
  last_name: Wilde
citation:
  ama: 'Jenert T, Kremer H-H, Kückmann M-A, Sänger N, Schmid L, Wilde S. Kontextualisierung
    von Lehren und Lernen: Didaktische Einbettung und Implikationen eines virtuellen
    Berufskollegs zur Förderung von Professionalisierungsprozessen in der beruflichen
    Lehrkräftebildung. <i>bwp@ Spezial 23</i>. Published online 2026.'
  apa: 'Jenert, T., Kremer, H.-H., Kückmann, M.-A., Sänger, N., Schmid, L., &#38;
    Wilde, S. (2026). Kontextualisierung von Lehren und Lernen: Didaktische Einbettung
    und Implikationen eines virtuellen Berufskollegs zur Förderung von Professionalisierungsprozessen
    in der beruflichen Lehrkräftebildung. <i>bwp@ Spezial 23</i>.'
  bibtex: '@article{Jenert_Kremer_Kückmann_Sänger_Schmid_Wilde_2026, title={Kontextualisierung
    von Lehren und Lernen: Didaktische Einbettung und Implikationen eines virtuellen
    Berufskollegs zur Förderung von Professionalisierungsprozessen in der beruflichen
    Lehrkräftebildung}, journal={bwp@ Spezial 23}, author={Jenert, Tobias and Kremer,
    H.-Hugo and Kückmann, Marie-Ann and Sänger, Niklas and Schmid, Leonie and Wilde,
    Stephanie}, year={2026} }'
  chicago: 'Jenert, Tobias, H.-Hugo Kremer, Marie-Ann Kückmann, Niklas Sänger, Leonie
    Schmid, and Stephanie Wilde. “Kontextualisierung von Lehren und Lernen: Didaktische
    Einbettung und Implikationen eines virtuellen Berufskollegs zur Förderung von
    Professionalisierungsprozessen in der beruflichen Lehrkräftebildung.” <i>bwp@
    Spezial 23</i>, 2026.'
  ieee: 'T. Jenert, H.-H. Kremer, M.-A. Kückmann, N. Sänger, L. Schmid, and S. Wilde,
    “Kontextualisierung von Lehren und Lernen: Didaktische Einbettung und Implikationen
    eines virtuellen Berufskollegs zur Förderung von Professionalisierungsprozessen
    in der beruflichen Lehrkräftebildung,” <i>bwp@ Spezial 23</i>, 2026.'
  mla: 'Jenert, Tobias, et al. “Kontextualisierung von Lehren und Lernen: Didaktische
    Einbettung und Implikationen eines virtuellen Berufskollegs zur Förderung von
    Professionalisierungsprozessen in der beruflichen Lehrkräftebildung.” <i>bwp@
    Spezial 23</i>, 2026.'
  short: T. Jenert, H.-H. Kremer, M.-A. Kückmann, N. Sänger, L. Schmid, S. Wilde,
    bwp@ Spezial 23 (2026).
date_created: 2026-03-18T14:24:50Z
date_updated: 2026-03-19T08:52:11Z
department:
- _id: '208'
- _id: '282'
language:
- iso: ger
main_file_link:
- url: https://www.bwpat.de/spezial23/jenert_etal_spezial23.pdf
publication: bwp@ Spezial 23
publication_status: published
status: public
title: 'Kontextualisierung von Lehren und Lernen: Didaktische Einbettung und Implikationen
  eines virtuellen Berufskollegs zur Förderung von Professionalisierungsprozessen
  in der beruflichen Lehrkräftebildung'
type: journal_article
user_id: '57331'
year: '2026'
...
---
_id: '64735'
author:
- first_name: Tobias
  full_name: Jenert, Tobias
  id: '71994'
  last_name: Jenert
  orcid: ' https://orcid.org/0000-0001-9262-5646'
- first_name: H.-Hugo
  full_name: Kremer, H.-Hugo
  id: '15280'
  last_name: Kremer
- first_name: Marie-Ann
  full_name: Kückmann, Marie-Ann
  id: '25394'
  last_name: Kückmann
- first_name: Niklas
  full_name: Sänger, Niklas
  id: '49812'
  last_name: Sänger
  orcid: 0009-0007-2292-9063
- first_name: Leonie
  full_name: Schmid, Leonie
  id: '57331'
  last_name: Schmid
  orcid: 0009-0005-8378-4385
- first_name: Stephanie
  full_name: Wilde, Stephanie
  last_name: Wilde
citation:
  ama: 'Jenert T, Kremer H-H, Kückmann M-A, Sänger N, Schmid L, Wilde S. Professionelle
    Entwicklung für das Lehramt an Berufskollegs. Theoretische Analysen besonderer
    Kompetenzanforderungen und Konsequenzen für die Studienganggestaltung. In: Vogelsang
    C, Grotegut L, Bruns J, Fechner S, eds. <i>Handlungsorientierung in der Ausbildung
    von Lehrkräften und pädagogischen Fachkräften - Konzeptionen und Forschungsperspektiven</i>.
    Vol 2. Paderborner Beiträge zur Bildungsforschung und Lehrkräftebildung. Waxmann;
    2026. doi:<a href="https://doi.org/10.31244/9783818851057">https://doi.org/10.31244/9783818851057</a>'
  apa: Jenert, T., Kremer, H.-H., Kückmann, M.-A., Sänger, N., Schmid, L., &#38; Wilde,
    S. (2026). Professionelle Entwicklung für das Lehramt an Berufskollegs. Theoretische
    Analysen besonderer Kompetenzanforderungen und Konsequenzen für die Studienganggestaltung.
    In C. Vogelsang, L. Grotegut, J. Bruns, &#38; S. Fechner (Eds.), <i>Handlungsorientierung
    in der Ausbildung von Lehrkräften und pädagogischen Fachkräften - Konzeptionen
    und Forschungsperspektiven</i> (Vol. 2). Waxmann. <a href="https://doi.org/10.31244/9783818851057">https://doi.org/10.31244/9783818851057</a>
  bibtex: '@inbook{Jenert_Kremer_Kückmann_Sänger_Schmid_Wilde_2026, series={Paderborner
    Beiträge zur Bildungsforschung und Lehrkräftebildung}, title={Professionelle Entwicklung
    für das Lehramt an Berufskollegs. Theoretische Analysen besonderer Kompetenzanforderungen
    und Konsequenzen für die Studienganggestaltung}, volume={2}, DOI={<a href="https://doi.org/10.31244/9783818851057">https://doi.org/10.31244/9783818851057</a>},
    booktitle={Handlungsorientierung in der Ausbildung von Lehrkräften und pädagogischen
    Fachkräften - Konzeptionen und Forschungsperspektiven}, publisher={Waxmann}, author={Jenert,
    Tobias and Kremer, H.-Hugo and Kückmann, Marie-Ann and Sänger, Niklas and Schmid,
    Leonie and Wilde, Stephanie}, editor={Vogelsang, Christoph and Grotegut, Lea and
    Bruns, Julia and Fechner, Sabine}, year={2026}, collection={Paderborner Beiträge
    zur Bildungsforschung und Lehrkräftebildung} }'
  chicago: Jenert, Tobias, H.-Hugo Kremer, Marie-Ann Kückmann, Niklas Sänger, Leonie
    Schmid, and Stephanie Wilde. “Professionelle Entwicklung für das Lehramt an Berufskollegs.
    Theoretische Analysen besonderer Kompetenzanforderungen und Konsequenzen für die
    Studienganggestaltung.” In <i>Handlungsorientierung in der Ausbildung von Lehrkräften
    und pädagogischen Fachkräften - Konzeptionen und Forschungsperspektiven</i>, edited
    by Christoph Vogelsang, Lea Grotegut, Julia Bruns, and Sabine Fechner, Vol. 2.
    Paderborner Beiträge zur Bildungsforschung und Lehrkräftebildung. Waxmann, 2026.
    <a href="https://doi.org/10.31244/9783818851057">https://doi.org/10.31244/9783818851057</a>.
  ieee: T. Jenert, H.-H. Kremer, M.-A. Kückmann, N. Sänger, L. Schmid, and S. Wilde,
    “Professionelle Entwicklung für das Lehramt an Berufskollegs. Theoretische Analysen
    besonderer Kompetenzanforderungen und Konsequenzen für die Studienganggestaltung,”
    in <i>Handlungsorientierung in der Ausbildung von Lehrkräften und pädagogischen
    Fachkräften - Konzeptionen und Forschungsperspektiven</i>, vol. 2, C. Vogelsang,
    L. Grotegut, J. Bruns, and S. Fechner, Eds. Waxmann, 2026.
  mla: Jenert, Tobias, et al. “Professionelle Entwicklung für das Lehramt an Berufskollegs.
    Theoretische Analysen besonderer Kompetenzanforderungen und Konsequenzen für die
    Studienganggestaltung.” <i>Handlungsorientierung in der Ausbildung von Lehrkräften
    und pädagogischen Fachkräften - Konzeptionen und Forschungsperspektiven</i>, edited
    by Christoph Vogelsang et al., vol. 2, Waxmann, 2026, doi:<a href="https://doi.org/10.31244/9783818851057">https://doi.org/10.31244/9783818851057</a>.
  short: 'T. Jenert, H.-H. Kremer, M.-A. Kückmann, N. Sänger, L. Schmid, S. Wilde,
    in: C. Vogelsang, L. Grotegut, J. Bruns, S. Fechner (Eds.), Handlungsorientierung
    in der Ausbildung von Lehrkräften und pädagogischen Fachkräften - Konzeptionen
    und Forschungsperspektiven, Waxmann, 2026.'
date_created: 2026-02-26T14:45:54Z
date_updated: 2026-03-19T08:53:06Z
department:
- _id: '208'
- _id: '282'
doi: https://doi.org/10.31244/9783818851057
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: Sabine
  full_name: Fechner, Sabine
  last_name: Fechner
intvolume: '         2'
language:
- iso: ger
publication: Handlungsorientierung in der Ausbildung von Lehrkräften und pädagogischen
  Fachkräften - Konzeptionen und Forschungsperspektiven
publication_status: published
publisher: Waxmann
series_title: Paderborner Beiträge zur Bildungsforschung und Lehrkräftebildung
status: public
title: Professionelle Entwicklung für das Lehramt an Berufskollegs. Theoretische Analysen
  besonderer Kompetenzanforderungen und Konsequenzen für die Studienganggestaltung
type: book_chapter
user_id: '57331'
volume: 2
year: '2026'
...
---
_id: '65061'
abstract:
- lang: eng
  text: "<jats:title>Abstract</jats:title>\r\n                  <jats:p>\r\n                    One
    of the purposes for which XAI is often brought into play is to enable a user to
    act responsibly. However, responsibility is a complex normative and social phenomenon
    that we unfold in this chapter. We consider that the classical concepts of agency
    and responsibility do not fully capture what is needed for meaningful collaboration
    between human users and XAI. Advocating the perspective of sXAI, we argue that
    the growing adaptivity of AI systems will result in sXAI being considered as partners.
    Both partners adopt particular (dialogical) roles within a collaborative process
    and take responsibility for them. We expect that these roles lead to reactive
    attitudes toward the sXAI on the side of the human partners that make these roles
    relational. They resemble those reactive attitudes that we hold toward other human
    agents. For agents to exercise their responsibility, they need to possess agential
    capacities to fulfill their role with respect to the structure of a social interaction.
    Hence, sXAI can be expected to act responsibly. But because of XAI’s limited normative
    capacities, it might rather act as a marginal agent. We refer to marginal agents
    and show they can be scaffolded with regard to their agential capacities and their
    knowledge about the structure of a social interaction. The structure links the
    actions of the partners to each other in terms of a set of stimuli and responses
    to it in pursuit of a particular goal. Hence, it is important to differentiate
    between the different goals that a structure can impose for exercising responsibility.
    Therefore, we follow (Responsibility from the margins. Oxford University Press;
    2015.\r\n                    <jats:ext-link xmlns:xlink=\"http://www.w3.org/1999/xlink\"
    xlink:href=\"https://doi.org/10.1093/acprof:oso/9780198715672.24001.0001\" ext-link-type=\"uri\">https://doi.org/10.1093/acprof:oso/9780198715672.24001.0001</jats:ext-link>\r\n
    \                   ) and offer three structures that can help to organize responsibility
    for\r\n                    <jats:italic>decisions made</jats:italic>\r\n                    with
    the assistance of AI systems. These structures are attributability, answerability,
    and accountability. Our insights will inform the development and design process
    of XAI to meet the guiding principles of responsible research and innovation as
    well as trustworthy AI.\r\n                  </jats:p>"
author:
- first_name: Katharina J.
  full_name: Rohlfing, Katharina J.
  id: '50352'
  last_name: Rohlfing
  orcid: 0000-0002-5676-8233
- first_name: Suzana
  full_name: Alpsancar, Suzana
  id: '93637'
  last_name: Alpsancar
- first_name: Carsten
  full_name: Schulte, Carsten
  id: '60311'
  last_name: Schulte
citation:
  ama: 'Rohlfing KJ, Alpsancar S, Schulte C. Responsibilities in sXAI. In: <i>Social
    Explainable AI</i>. Springer Nature Singapore; 2026:157-177. doi:<a href="https://doi.org/10.1007/978-981-96-5290-7_9">10.1007/978-981-96-5290-7_9</a>'
  apa: Rohlfing, K. J., Alpsancar, S., &#38; Schulte, C. (2026). Responsibilities
    in sXAI. In <i>Social Explainable AI</i> (pp. 157–177). Springer Nature Singapore.
    <a href="https://doi.org/10.1007/978-981-96-5290-7_9">https://doi.org/10.1007/978-981-96-5290-7_9</a>
  bibtex: '@inbook{Rohlfing_Alpsancar_Schulte_2026, place={Singapore}, title={Responsibilities
    in sXAI}, DOI={<a href="https://doi.org/10.1007/978-981-96-5290-7_9">10.1007/978-981-96-5290-7_9</a>},
    booktitle={Social Explainable AI}, publisher={Springer Nature Singapore}, author={Rohlfing,
    Katharina J. and Alpsancar, Suzana and Schulte, Carsten}, year={2026}, pages={157–177}
    }'
  chicago: 'Rohlfing, Katharina J., Suzana Alpsancar, and Carsten Schulte. “Responsibilities
    in SXAI.” In <i>Social Explainable AI</i>, 157–77. Singapore: Springer Nature
    Singapore, 2026. <a href="https://doi.org/10.1007/978-981-96-5290-7_9">https://doi.org/10.1007/978-981-96-5290-7_9</a>.'
  ieee: 'K. J. Rohlfing, S. Alpsancar, and C. Schulte, “Responsibilities in sXAI,”
    in <i>Social Explainable AI</i>, Singapore: Springer Nature Singapore, 2026, pp.
    157–177.'
  mla: Rohlfing, Katharina J., et al. “Responsibilities in SXAI.” <i>Social Explainable
    AI</i>, Springer Nature Singapore, 2026, pp. 157–77, doi:<a href="https://doi.org/10.1007/978-981-96-5290-7_9">10.1007/978-981-96-5290-7_9</a>.
  short: 'K.J. Rohlfing, S. Alpsancar, C. Schulte, in: Social Explainable AI, Springer
    Nature Singapore, Singapore, 2026, pp. 157–177.'
date_created: 2026-03-19T10:59:18Z
date_updated: 2026-03-19T11:53:01Z
department:
- _id: '26'
- _id: '756'
doi: 10.1007/978-981-96-5290-7_9
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1007/978-981-96-5290-7_9
oa: '1'
page: 157-177
place: Singapore
project:
- _id: '109'
  name: 'TRR 318: Erklärbarkeit konstruieren'
- _id: '370'
  name: 'TRR 318; TP B06: Ethik und Normativität der erklärbaren KI'
publication: Social Explainable AI
publication_identifier:
  isbn:
  - '9789819652891'
  - '9789819652907'
publication_status: published
publisher: Springer Nature Singapore
status: public
title: Responsibilities in sXAI
type: book_chapter
user_id: '93637'
year: '2026'
...
---
_id: '65063'
abstract:
- lang: eng
  text: "<jats:title>Abstract</jats:title>\r\n                  <jats:p>\r\n                    This
    chapter critically examines how social explainable AI (sXAI) can better support
    AI practitioners in ensuring fairness in AI-based decision-making. We argue for
    a fundamental shift: Fairness should be understood not as a technical property
    or an information problem, but as a matter of vulnerability—focusing on the real-world
    impacts of AI on individuals and groups, especially those most at risk. Hereby,
    we call for a shift in perspective: from fair AI to\r\n                    <jats:italic>tasking
    AI fairly</jats:italic>\r\n                    . To motivate our vulnerability
    approach, we review the “Dutch welfare fraud scandal” (system risk indication—SyRI)
    and current challenges in the field of fair AI/machine learning (ML). Vulnerability
    of a person or members of a definable group of persons is a complex relational
    notion, and not a technical property of a technical system. Accordingly, we suggest
    several nontechnical strategies that hold the promise to compensate for the insufficiency
    of purely technical approaches to fairness and other ethical issues in the practical
    use of AI-based systems. To discuss how sXAI, due to its interactive and adaptive
    social character, might better fulfill this role than current XAI techniques,
    we provide a toy scenario for how sXAI might support the virtuous AI practitioner
    in an ethical inquiry. Finally, we also address challenges and limits of our approach.\r\n
    \                 </jats:p>"
author:
- first_name: Suzana
  full_name: Alpsancar, Suzana
  id: '93637'
  last_name: Alpsancar
- first_name: Eugenia
  full_name: Stamboliev, Eugenia
  last_name: Stamboliev
citation:
  ama: 'Alpsancar S, Stamboliev E. Tasking AI Fairly. How to Empower AI Practitioners
    With sXAI? In: <i>Social Explainable AI</i>. Springer Nature Singapore; 2026:557-581.
    doi:<a href="https://doi.org/10.1007/978-981-96-5290-7_29">10.1007/978-981-96-5290-7_29</a>'
  apa: Alpsancar, S., &#38; Stamboliev, E. (2026). Tasking AI Fairly. How to Empower
    AI Practitioners With sXAI? In <i>Social Explainable AI</i> (pp. 557–581). Springer
    Nature Singapore. <a href="https://doi.org/10.1007/978-981-96-5290-7_29">https://doi.org/10.1007/978-981-96-5290-7_29</a>
  bibtex: '@inbook{Alpsancar_Stamboliev_2026, place={Singapore}, title={Tasking AI
    Fairly. How to Empower AI Practitioners With sXAI?}, DOI={<a href="https://doi.org/10.1007/978-981-96-5290-7_29">10.1007/978-981-96-5290-7_29</a>},
    booktitle={Social Explainable AI}, publisher={Springer Nature Singapore}, author={Alpsancar,
    Suzana and Stamboliev, Eugenia}, year={2026}, pages={557–581} }'
  chicago: 'Alpsancar, Suzana, and Eugenia Stamboliev. “Tasking AI Fairly. How to
    Empower AI Practitioners With SXAI?” In <i>Social Explainable AI</i>, 557–81.
    Singapore: Springer Nature Singapore, 2026. <a href="https://doi.org/10.1007/978-981-96-5290-7_29">https://doi.org/10.1007/978-981-96-5290-7_29</a>.'
  ieee: 'S. Alpsancar and E. Stamboliev, “Tasking AI Fairly. How to Empower AI Practitioners
    With sXAI?,” in <i>Social Explainable AI</i>, Singapore: Springer Nature Singapore,
    2026, pp. 557–581.'
  mla: Alpsancar, Suzana, and Eugenia Stamboliev. “Tasking AI Fairly. How to Empower
    AI Practitioners With SXAI?” <i>Social Explainable AI</i>, Springer Nature Singapore,
    2026, pp. 557–81, doi:<a href="https://doi.org/10.1007/978-981-96-5290-7_29">10.1007/978-981-96-5290-7_29</a>.
  short: 'S. Alpsancar, E. Stamboliev, in: Social Explainable AI, Springer Nature
    Singapore, Singapore, 2026, pp. 557–581.'
date_created: 2026-03-19T11:03:30Z
date_updated: 2026-03-19T11:53:42Z
department:
- _id: '26'
- _id: '756'
doi: 10.1007/978-981-96-5290-7_29
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1007/978-981-96-5290-7_29
oa: '1'
page: 557-581
place: Singapore
project:
- _id: '370'
  name: 'TRR 318; TP B06: Ethik und Normativität der erklärbaren KI'
publication: Social Explainable AI
publication_identifier:
  isbn:
  - '9789819652891'
  - '9789819652907'
publication_status: published
publisher: Springer Nature Singapore
status: public
title: Tasking AI Fairly. How to Empower AI Practitioners With sXAI?
type: book_chapter
user_id: '93637'
year: '2026'
...
---
_id: '65064'
abstract:
- lang: eng
  text: "<jats:title>Abstract</jats:title>\r\n                  <jats:p>XAI can minimize
    the risks of being manipulated and deceived by AI but in turn entails other specific
    risks. This also applies to sXAI, and the specifically social character of sXAI
    harbors particular risks that designers and developers should be aware of. In
    this chapter, we shall discuss the potential opportunities and risks of sXAI.
    We see a particularly positive potential in the social character of sXAI, which
    lies in the fact that skillful users, including those with “healthy distrust,”
    can use the adaptivity of sXAI to produce an explanation that is actually relevant
    and adequate for them. However, this requires a high level of skills on the part
    of the user and is thus in contrast to the general promise of efficiency in the
    use of AI. A potential risk of XAI is that it can be (even more) persuasive, as
    the interactive involvement and the anthropomorphism strengthen a trustworthy
    appearance/performance (independent of the adequacy of the sXAI performance).</jats:p>"
author:
- first_name: Suzana
  full_name: Alpsancar, Suzana
  id: '93637'
  last_name: Alpsancar
- first_name: Michael
  full_name: Klenk, Michael
  last_name: Klenk
citation:
  ama: 'Alpsancar S, Klenk M. The Risk of Manipulation and Deception in sXAI. In:
    <i>Social Explainable AI</i>. Springer Nature Singapore; 2026:583-616. doi:<a
    href="https://doi.org/10.1007/978-981-96-5290-7_30">10.1007/978-981-96-5290-7_30</a>'
  apa: Alpsancar, S., &#38; Klenk, M. (2026). The Risk of Manipulation and Deception
    in sXAI. In <i>Social Explainable AI</i> (pp. 583–616). Springer Nature Singapore.
    <a href="https://doi.org/10.1007/978-981-96-5290-7_30">https://doi.org/10.1007/978-981-96-5290-7_30</a>
  bibtex: '@inbook{Alpsancar_Klenk_2026, place={Singapore}, title={The Risk of Manipulation
    and Deception in sXAI}, DOI={<a href="https://doi.org/10.1007/978-981-96-5290-7_30">10.1007/978-981-96-5290-7_30</a>},
    booktitle={Social Explainable AI}, publisher={Springer Nature Singapore}, author={Alpsancar,
    Suzana and Klenk, Michael}, year={2026}, pages={583–616} }'
  chicago: 'Alpsancar, Suzana, and Michael Klenk. “The Risk of Manipulation and Deception
    in SXAI.” In <i>Social Explainable AI</i>, 583–616. Singapore: Springer Nature
    Singapore, 2026. <a href="https://doi.org/10.1007/978-981-96-5290-7_30">https://doi.org/10.1007/978-981-96-5290-7_30</a>.'
  ieee: 'S. Alpsancar and M. Klenk, “The Risk of Manipulation and Deception in sXAI,”
    in <i>Social Explainable AI</i>, Singapore: Springer Nature Singapore, 2026, pp.
    583–616.'
  mla: Alpsancar, Suzana, and Michael Klenk. “The Risk of Manipulation and Deception
    in SXAI.” <i>Social Explainable AI</i>, Springer Nature Singapore, 2026, pp. 583–616,
    doi:<a href="https://doi.org/10.1007/978-981-96-5290-7_30">10.1007/978-981-96-5290-7_30</a>.
  short: 'S. Alpsancar, M. Klenk, in: Social Explainable AI, Springer Nature Singapore,
    Singapore, 2026, pp. 583–616.'
date_created: 2026-03-19T11:05:30Z
date_updated: 2026-03-19T11:52:00Z
department:
- _id: '26'
- _id: '756'
doi: 10.1007/978-981-96-5290-7_30
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: ' https://doi.org/10.1007/978-981-96-5290-7_30'
oa: '1'
page: 583-616
place: Singapore
project:
- _id: '109'
  name: 'TRR 318: Erklärbarkeit konstruieren'
- _id: '370'
  name: 'TRR 318; TP B06: Ethik und Normativität der erklärbaren KI'
publication: Social Explainable AI
publication_identifier:
  isbn:
  - '9789819652891'
  - '9789819652907'
publication_status: published
publisher: Springer Nature Singapore
status: public
title: The Risk of Manipulation and Deception in sXAI
type: book_chapter
user_id: '93637'
year: '2026'
...
---
_id: '62709'
author:
- first_name: Wessel
  full_name: Reijers, Wessel
  id: '102524'
  last_name: Reijers
  orcid: 0000-0003-2505-1587
- first_name: Suzana
  full_name: Alpsancar, Suzana
  id: '93637'
  last_name: Alpsancar
citation:
  ama: 'Reijers W, Alpsancar S. Values and Norms in sXAI. In: Rohlfing K, Främling
    K, Lim B, Alpsancar S, Thommes K, eds. <i>Social Explainable AI. Communications
    of NII Shonan Meetings</i>. Springer; 2026:179-195.'
  apa: Reijers, W., &#38; Alpsancar, S. (2026). Values and Norms in sXAI. In K. Rohlfing,
    K. Främling, B. Lim, S. Alpsancar, &#38; K. Thommes (Eds.), <i>Social explainable
    AI. Communications of NII Shonan Meetings</i> (pp. 179–195). Springer.
  bibtex: '@inbook{Reijers_Alpsancar_2026, place={Singapore}, title={Values and Norms
    in sXAI}, booktitle={Social explainable AI. Communications of NII Shonan Meetings},
    publisher={Springer}, author={Reijers, Wessel and Alpsancar, Suzana}, editor={Rohlfing,
    Katharina and Främling, Kary and Lim, Brian and Alpsancar, Suzana and Thommes,
    Kirsten}, year={2026}, pages={179–195} }'
  chicago: 'Reijers, Wessel, and Suzana Alpsancar. “Values and Norms in SXAI.” In
    <i>Social Explainable AI. Communications of NII Shonan Meetings</i>, edited by
    Katharina Rohlfing, Kary Främling, Brian Lim, Suzana Alpsancar, and Kirsten Thommes,
    179–95. Singapore: Springer, 2026.'
  ieee: 'W. Reijers and S. Alpsancar, “Values and Norms in sXAI,” in <i>Social explainable
    AI. Communications of NII Shonan Meetings</i>, K. Rohlfing, K. Främling, B. Lim,
    S. Alpsancar, and K. Thommes, Eds. Singapore: Springer, 2026, pp. 179–195.'
  mla: Reijers, Wessel, and Suzana Alpsancar. “Values and Norms in SXAI.” <i>Social
    Explainable AI. Communications of NII Shonan Meetings</i>, edited by Katharina
    Rohlfing et al., Springer, 2026, pp. 179–95.
  short: 'W. Reijers, S. Alpsancar, in: K. Rohlfing, K. Främling, B. Lim, S. Alpsancar,
    K. Thommes (Eds.), Social Explainable AI. Communications of NII Shonan Meetings,
    Springer, Singapore, 2026, pp. 179–195.'
date_created: 2025-11-30T07:54:44Z
date_updated: 2026-03-19T10:58:47Z
department:
- _id: '26'
- _id: '756'
editor:
- first_name: Katharina
  full_name: Rohlfing, Katharina
  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://doi.org/10.1007/978-981-96-5290-7_10
oa: '1'
page: 179-195
place: Singapore
publication: Social explainable AI. Communications of NII Shonan Meetings
publication_status: published
publisher: Springer
quality_controlled: '1'
related_material:
  link:
  - relation: confirmation
    url: https://link.springer.com/book/9789819652891
status: public
title: Values and Norms in sXAI
type: book_chapter
user_id: '93637'
year: '2026'
...
---
_id: '57167'
citation:
  ama: Alpsancar S, Friedrich A, Gehring P, Kaminski A, Nordmann A, eds. <i>Jahrbuch
    Technikphilosophie. Täuschung und Illusion. 10. Jahrgang 2025</i>. Nomos
  apa: Alpsancar, S., Friedrich, A., Gehring, P., Kaminski, A., &#38; Nordmann, A.
    (Eds.). (n.d.). <i>Jahrbuch Technikphilosophie. Täuschung und Illusion. 10. Jahrgang
    2025</i>. Nomos.
  bibtex: '@book{Alpsancar_Friedrich_Gehring_Kaminski_Nordmann, place={Baden Baden},
    title={Jahrbuch Technikphilosophie. Täuschung und Illusion. 10. Jahrgang 2025},
    publisher={Nomos} }'
  chicago: 'Alpsancar, Suzana, Alexander Friedrich, Petra Gehring, Andreas Kaminski,
    and Alfred Nordmann, eds. <i>Jahrbuch Technikphilosophie. Täuschung und Illusion.
    10. Jahrgang 2025</i>. Baden Baden: Nomos, n.d.'
  ieee: 'S. Alpsancar, A. Friedrich, P. Gehring, A. Kaminski, and A. Nordmann, Eds.,
    <i>Jahrbuch Technikphilosophie. Täuschung und Illusion. 10. Jahrgang 2025</i>.
    Baden Baden: Nomos.'
  mla: Alpsancar, Suzana, et al., editors. <i>Jahrbuch Technikphilosophie. Täuschung
    und Illusion. 10. Jahrgang 2025</i>. Nomos.
  short: S. Alpsancar, A. Friedrich, P. Gehring, A. Kaminski, A. Nordmann, eds., Jahrbuch
    Technikphilosophie. Täuschung und Illusion. 10. Jahrgang 2025, Nomos, Baden Baden,
    n.d.
date_created: 2024-11-18T09:57:47Z
date_updated: 2026-03-19T11:54:11Z
editor:
- first_name: Suzana
  full_name: Alpsancar, Suzana
  last_name: Alpsancar
- first_name: Alexander
  full_name: Friedrich, Alexander
  last_name: Friedrich
- first_name: Petra
  full_name: Gehring, Petra
  last_name: Gehring
- first_name: Andreas
  full_name: Kaminski, Andreas
  last_name: Kaminski
- first_name: Alfred
  full_name: Nordmann, Alfred
  last_name: Nordmann
language:
- iso: ger
place: Baden Baden
publication_identifier:
  isbn:
  - 978-3-7560-1830-7
publication_status: inpress
publisher: Nomos
status: public
title: Jahrbuch Technikphilosophie. Täuschung und Illusion. 10. Jahrgang 2025
type: book_editor
user_id: '93637'
year: '2026'
...
---
_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'
...