Project A02: Monitoring the understanding of explanations

When something is being explained to someone, the explainee signals their understanding – or lack thereof – to the explainer with verbal expressions and other non-verbal means of communication, such as gestures and facial expressions. By nodding, the explainee can signal that they have understood. Nodding, however, can also be meant as a request to continue with the explanation. This has to be determined from the context of the conversation. In Project A02, linguists and computational linguists are investigating how people (and later, artificial agents) recognize that the person they’re explaining something to is understanding – or not.  For this, the research team will be looking at 80 dialogues in which one person explains a social game to another, examining these for communicative feedback signals that indicate varying degrees of comprehension in the process of understanding. The findings from these analyses will be incorporated into an intelligent system that will be able to detect feedback signals such as head nods and interpret them in terms of signaled level of understanding.

 

Research areas: Computer science, Linguistics

Project leaders

Prof. Dr.-Ing. Hendrik Buschmeier, (Juniorprofessor)

Transregional Collaborative Research Centre 318

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Dr. Angela Grimminger

Transregional Collaborative Research Centre 318

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Prof.Dr. Petra Wagner

Transregional Collaborative Research Centre 318

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Staff

Stefan Lazarov, M.A.

Transregional Collaborative Research Centre 318

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Dr. Olcay Türk

Transregional Collaborative Research Centre 318

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Yu Wang

Transregional Collaborative Research Centre 318

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Support Staff

Melanie Braun, Bielefeld University

Nataliya Bryhadyr, Bielefeld University

Dominique Hofmann, Bielefeld University

Gülali Kücük, Paderborn University

Evelyn Neufeld, Paderborn University

Hannah Pfenningsberg, Bielefeld University

Alina Riechmann, Bielefeld University

Jule Wolff, Paderborn University

Publications

Modeling Feedback in Interaction With Conversational Agents—A Review
A. Axelsson, H. Buschmeier, G. Skantze, Frontiers in Computer Science 4 (2022).
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