Listening to the Voices: Describing Ethical Caveats of Conversational User Interfaces According to Experts and Frequent Users

要旨

Advances in natural language processing and understanding have led to a rapid growth in the popularity of conversational user interfaces (CUIs). While CUIs introduce novel benefits, they also yield risks that may exploit people's trust. Although research looking at unethical design deployed through graphical user interfaces (GUIs) established a thorough taxonomy of so-called dark patterns, there is a need for an equally in-depth understanding in the context of CUIs. Addressing this gap, we interviewed 27 participants from three cohorts: researchers, practitioners, and frequent users of CUIs. Applying thematic analysis, we develop five themes reflecting each cohort's insights about ethical design challenges and introduce the CUI Expectation Cycle, bridging system capabilities and user expectations while respecting each theme's ethical caveats. This research aims to inform future work to consider ethical constraints while adopting a human-centred approach.

著者
Thomas Mildner
University of Bremen, Bremen, Germany
Orla Cooney
University College Dublin, Dublin, Ireland
Anna-Maria Meck
BMW Group, Munich, Germany
Marion Bartl
University College Dublin, Dublin, Ireland
Gian-Luca Savino
University of St. Gallen, St. Gallen, Switzerland
Philip R. Doyle
HMD Research, Dublin, Ireland
Diego Garaialde
University College Dublin, Dublin, Ireland
Leigh Clark
Bold Insight, UK, London, United Kingdom
John Sloan
university College Dublin, Dublin, Dublin, Ireland
Nina Wenig
University of Bremen, Bremen, Germany
Rainer Malaka
University of Bremen, Bremen, Germany
Jasmin Niess
University of Oslo, Oslo, Norway
論文URL

https://doi.org/10.1145/3613904.3642542

動画

会議: CHI 2024

The ACM CHI Conference on Human Factors in Computing Systems (https://chi2024.acm.org/)

セッション: Evaluating AI Technologies B

320 'Emalani Theater
5 件の発表
2024-05-14 18:00:00
2024-05-14 19:20:00