Publication
Personalising explanations and explaining personalisation
Conference Article
Conference
Workshop on Weighing the benefits of autonomous robot personalisation (WARN, RO-MAN)
Edition
2024
Doc link
https://ceur-ws.org/Vol-3906/paper1_WARN.pdf
File
Abstract
Both personalisation and explainability have become popular research topics in social robotics, each capable of improving human-robot interactions. However, challenges have been identified in both fields, from issues of transparency, bias and privacy in personalisation to issues of identifying and communicating relevant explanations in explainability. In this work, we examine the intersection of these two fields - using personalisation to improve explanations and explainability to improve personalisation - and identify a number of research directions that could be of benefit to both communities.
Categories
common-sense reasoning, intelligent robots, social aspects of automation.
Author keywords
Explainability,Interpretability,Personalisation,Personalization,Social Robot,Human-Robot Interaction,
Scientific reference
T. Love, A. Andriella and G. Alenyà. Personalising explanations and explaining personalisation, 2024 Workshop on Weighing the benefits of autonomous robot personalisation , 2024, Pasadena (CA), USA.
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