Measuring User Understanding in Dialogue-Based xAI Systems
The field of eXplainable Artificial Intelligence (xAI) is increasingly recognizing the need to
personalize and interactively adapt the explanation to reflect better users' explanation …
personalize and interactively adapt the explanation to reflect better users' explanation …
A Study on Integrating Representational Gestures into Automatically Generated Embodied Explanations
AS Robrecht, H Voss, L Gottschalk… - Proceedings of the 24th …, 2024 - dl.acm.org
Successful human communication needs multimodal cues, which allow us to have
meaningful and nuanced interactions in our everyday life [10, 54]. Current research mainly …
meaningful and nuanced interactions in our everyday life [10, 54]. Current research mainly …
Integrating Representational Gestures into Automatically Generated Embodied Explanations and its Effects on Understanding and Interaction Quality
In human interaction, gestures serve various functions such as marking speech rhythm,
highlighting key elements, and supplementing information. These gestures are also …
highlighting key elements, and supplementing information. These gestures are also …
Explainers' Mental Representations of Explainees' Needs in Everyday Explanations
ME Schaffer, L Terfloth, C Schulte, HM Buhl - arXiv preprint arXiv …, 2024 - arxiv.org
In explanations, explainers have mental representations of explainees' developing
knowledge and shifting interests regarding the explanandum. These mental representations …
knowledge and shifting interests regarding the explanandum. These mental representations …
Static Socio-demographic and Individual Factors for Generating Explanations in XAI: Can they serve as a prior in DSS for adaptation of explanation strategies?
Current XAI research shows that explanations of AI need to be tailored to the individual
explainee. We investigate whether XAI explanations can be successfully adapted to …
explainee. We investigate whether XAI explanations can be successfully adapted to …
[PDF][PDF] Perception and Consideration of the Explainees' Needs for Satisfying Explanations
ME Schaffer, L Terfloth, C Schulte, HM Buhl - 2022 - ceur-ws.org
To tailor explanations to individual explainees, explainers consider the explainees'
developing knowledge and interests. For that, it is necessary that explainers monitor the …
developing knowledge and interests. For that, it is necessary that explainers monitor the …