Proceedings of the 20th International Conference on Human-Computer Interaction With Mobile Devices and Services 2018
DOI: 10.1145/3229434.3229450
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Abstract: Logging mobile application usage on smartphones is limited to rather general system events unless one has access to the operating system's or applications' source code. In this paper, we present a method for analyzing mobile application usage in detail by generating log files based on mobile screen output. We are combining long-term log file analysis and short-term screen recording analysis by utilizing existing computer vision and machine learning methods. To validate the log results of our approach and imple…

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