Lessons from Oz: Design Guidelines for Automotive Conversational User Interfaces
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Abstract (arXiv)
This paper draws from literature and our experience of conducting Wizard-of-Oz (WoZ) studies using natural language, conversational user interfaces (CUIs) in the automotive domain. These studies have revealed positive effects of using in-vehicle CUIs on issues such as: cognitive demand/workload, passive task-related fatigue, trust, acceptance and environment engagement. A nascent set of human-centred design guidelines that have emerged is presented. These are based on the analysis of users' behaviour and the positive benefits observed, and aim to make interactions with an in-vehicle agent interlocutor safe, effective, engaging and enjoyable, while confirming with users' expectations. The guidelines can be used to inform the design of future in-vehicle CUIs or applied experimentally using WoZ methodology, and will be evaluated and refined in ongoing work.
Key facts. Cited by 3 papers in the map (data through 14 Oct 2026). First posted on arXiv 25 Jul 2019.
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Citing papers per year: 2023: 1; 2024: 0; 2025: 2.
3 papers.
- 2023Rewriting the Script: Adapting Text Instructions for Voice Interactioncited by 5
- 2025ChatGPT on the Road: Leveraging Large Language Model-Powered In-vehicle Conversational Agents for Safer and More Enjoyable Driving Experiencecited by 3
- 2025What Do People Want to Know About Artificial Intelligence (AI)? The Importance of Answering End-User Questions to Explain Autonomous Vehicle (AV) Decisionscited by 0
- 2025ChatGPT on the Road: Leveraging Large Language Model-Powered In-vehicle Conversational Agents for Safer and More Enjoyable Driving Experience11 Aug 2025
- 2025What Do People Want to Know About Artificial Intelligence (AI)? The Importance of Answering End-User Questions to Explain Autonomous Vehicle (AV) Decisions9 May 2025
- 2023Rewriting the Script: Adapting Text Instructions for Voice Interaction16 Jun 2023