ABSTRACT
Light expressions can communicate and convey information in an unobtrusive manner. Smart-speakers employ light behaviors to indicate a wide range of device states as well as notifying users. However, no prior work has looked into the efficacy of these light behaviors in smart-speakers. That is, can users distinguish and understand information states associated with different light behaviors in smart-speakers? In this work, we aim to address this gap by investigating whether users can accurately identify light behaviors in Amazon Echo and Google Home devices. For this, we conducted an MTurk survey with 243 smart-speaker owners. Our findings reveal that only 34% of the light behaviors are correctly recognized by users on average. Moreover, we found that users find it easier to recognize light behaviors in Amazon Echo than in Google Home devices. These findings show a clear need for rethinking the design of light behaviors in smart-speakers. We also explored novel light behaviors that users might find useful but are not supported by current devices including expressing sentiment and privacy notifications.
- Kim Baraka, Ana Paiva, and Manuela Veloso. 2016. Expressive lights for revealing mobile service robot state. In Robot 2015: Second Iberian Robotics Conference. Springer, 107--119.Google Scholar
- Kim Baraka and Manuela M Veloso. 2018. Mobile service robot state revealing through expressive lights: Formalism, design, and evaluation. International Journal of Social Robotics 10, 1 (2018), 65--92.Google ScholarCross Ref
- Chris Harrison, John Horstman, Gary Hsieh, and Scott Hudson. 2012. Unlocking the expressivity of point lights. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. ACM, 1683--1692.Google ScholarDigital Library
- Aljoscha Pörtner, Lilian Schröder, Robin Rasch, Dennis Sprute, Martin Hoffmann, and Matthias König. 2018. The Power of Color: A Study on the Effective Use of Colored Light in Human-Robot Interaction. In 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE, 3395--3402.Google Scholar
- Sichao Song and Seiji Yamada. 2017. Expressing emotions through color, sound, and vibration with an appearanceconstrained social robot. In Proceedings of the 2017 ACM/IEEE International Conference on Human-Robot Interaction. ACM, 2--11.Google ScholarDigital Library
- Sichao Song and Seiji Yamada. 2018. Ambient lights influence perception and decision-making. Frontiers in psychology 9 (2018), 2685.Google Scholar
- Sichao Song and Seiji Yamada. 2018. Designing Expressive Lights and In-Situ Motions for Robots to Express Emotions. In Proceedings of the 6th International Conference on Human-Agent Interaction. ACM, 222--228.Google ScholarDigital Library
- Daniel Szafir, Bilge Mutlu, and Terrence Fong. 2015. Communicating directionality in flying robots. In 2015 10th ACM/IEEE International Conference on Human-Robot Interaction (HRI). IEEE, 19--26.Google ScholarDigital Library
Index Terms
- Investigating Users' Perceptions of Light Behaviors in Smart-Speakers
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