Project A04: Integrating the technical model into the partner model in explanations of digital artifacts

Project A04 investigates the different perspectives on the contents of explanations, i.e. what an explanation is about, and how they may change in the course of an explanatory interactive dialogue. An explanation about a technical artifact (which might be a hammer as well as a digital game) can encompass two different perspectives: On the one hand, explainers can describe the (im)material properties of the artifact, i.e., its architecture; on the other hand, explainers may provide reasons for why something is the way it is, and what goals can be pursued with it; thus describing its relevance. With regard to the project’s objective, we expect the perspectives chosen by the explainer and their combination during the explanatory process to depend on the respective interlocutors, their expertise and interests. Researchers from psychology, linguistics, and the didactics of computer science analyze dialogical and interactive explanations of a board game at first and of digital artifacts later. The explanations are studied in relation to the interlocutors’ conceptions of the explanation’s subject, and how it may change over the course of an interaction. Based on these findings, the goal is to derive a dynamic, conceptualisation of explaining digital artifacts.
Research areas: Psychology, Linguistics, Computer science education
Support staff
Frieda Herkenrath, Bielefeld University
Lars Hoferichter, Paderborn University
Rieke Roxanne Mülfarth, Paderborn University
Claire Roberts, Paderborn University
Svenja Schulte, Paderborn University
Alina Yudakov, Paderborn University
Posters
Conference-Poster presented at 4. Summer School on Social Human-Robot Interaction with the title "How to End an Exlpanation" by Vivien Lohmer.
Conference-Poster presented at International Symposium for Multimodal Communication 2024 with the title "The Role of Interactive Gestures in Explanatory Interactions" by Vivien Lohmer and Friederike Kern.
Publications
Understanding and Explaining Digital Artefacts - the Role of a Duality (Accepted Paper - Digital Publication Follows)
L. Budde, C. Schulte, H.M. Buhl, A. Muehling, Seventh International Conference on Learning and Teaching in Computing and Engineeringe (2020).
Exploring Monological and Dialogical Phases in Naturally Occurring Explanations
J.B. Fisher, V. Lohmer, F. Kern, W. Barthlen, S. Gaus, K. Rohlfing, KI - Künstliche Intelligenz 36 (2022) 317–326.
Die Anpassungen von Erklärungen an das Verständnis des Erklärgegenstandes der Gesprächspartner
M. Schaffer, B. Lea, C. Schulte, H.M. Buhl, in: C. Bermeitinger, W. Greve (Eds.), 52nd DGPs Congress - Abstracts, 2022.
Adding Why to What? Analyses of an Everyday Explanation
L. Terfloth, M. Schaffer, H.M. Buhl, C. Schulte, in: Springer, Cham, 2023.
Approaches of Assessing Understanding Using Video-Recall Data
S.T. Lazarov, M. Schaffer, E.K. Ronoh, in: 2023.
Erklärungsverläufe und -inhalte aus Sicht Erklärender - eine qualitative Studie
M. Schaffer, H.M. Buhl, in: 2023.
Perception and Consideration of the Explainees’ Needs for Satisfying Explanations
M.E. Schaffer, L. Terfloth, C. Schulte, H.M. Buhl, in: Paderborn University, Paderborn, Germany, 2024.
Explainers’ Mental Representations of Explainees’ Needs in Everyday Explanations
M.E. Schaffer, L. Terfloth, C. Schulte, H.M. Buhl, in: Joint Proceedings of the XAI-2024 Late-Breaking Work, Demos and Doctoral Consortium. 3793, Paderborn University, Paderborn, Germany, 2024.
Explanation needs and ethical demands: unpacking the instrumental value of XAI
S. Alpsancar, H.M. Buhl, T. Matzner, I. Scharlau, AI and Ethics (2024).
The mental representation of the object of explanation in the process of co-constructive explanations
M. Schaffer, H.M. Buhl, in: U. Ansorge, B. Szaszkó, L. Werner (Eds.), 53rd DGPs Congress - Abstracts, 2024.
Investigating Co-Constructive Behavior of Large Language Models in Explanation Dialogues
L. Fichtel, M. Spliethöver, E. Hüllermeier, P. Jimenez, N. Klowait, S. Kopp, A.-C. Ngonga Ngomo, A. Robrecht, I. Scharlau, L. Terfloth, A.-L. Vollmer, H. Wachsmuth, ArXiv:2504.18483 (2025).
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