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Mirroring to Build Trust in Digital Assistants

2 April 2019
Katherine Metcalf
B. Theobald
G. Weinberg
Robert Lee
I. Jonsson
Russell Webb
N. Apostoloff
ArXiv (abs)PDFHTML
Abstract

We describe experiments towards building a conversational digital assistant that considers the preferred conversational style of the user. In particular, these experiments are designed to measure whether users prefer and trust an assistant whose conversational style matches their own. To this end we conducted a user study where subjects interacted with a digital assistant that responded in a way that either matched their conversational style, or did not. Using self-reported personality attributes and subjects' feedback on the interactions, we built models that can reliably predict a user's preferred conversational style.

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