Exploring User Interactions with Commercial Machines via Real-world Application Logs in the Lab.
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| Název: | Exploring User Interactions with Commercial Machines via Real-world Application Logs in the Lab. |
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| Autoři: | Song, Fangli, Wang, Wei, Zhou, Dasen, Bryan-Kinns, Nick, Zhang, Jun, Chen, Qi, Du, Le |
| Zdroj: | Journal on Multimodal User Interfaces; Sep2025, Vol. 19 Issue 3, p253-269, 17p |
| Abstrakt: | Log analysis is an effective user experience testing method for exploring subtle user interactions with commercial machines. The rapid iteration of commercial machines and their applications calls for a more cost-effective alternative to traditional in-the-wild approaches. However, lab-based log studies typically rely on customized testing programs, which do not represent real-world usage. Therefore, this study investigates the feasibility of log analysis using real-world applications in lab settings to explore user interaction. We present a case study exploring smartphone gesture interaction in more than 50 everyday operations across 10 real-world applications. We identified and analyzed detailed gesture parameters from log data on three common gesture sets, including tapping (single and double), zooming (pinching and spreading), and swiping (horizontal and vertical). Grounding in related works, we discuss observed behavior patterns, their potential causes, and implications for future design in commercial machine interfaces. We highlight the applicability of the presented approach by discussing its advantages, direction for improvements, and potential applications. We call for more studies to explore the norms and values of this approach. [ABSTRACT FROM AUTHOR] |
| Copyright of Journal on Multimodal User Interfaces is the property of Springer Nature and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.) | |
| Databáze: | Biomedical Index |
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