Register USPTO Patent
Application Number 17583830
Status Pending
Filing Date 2022-01-25
First Publication Date 2023-01-26
Publication Date 2023-01-26
Owner Hewlett-Packard Development Company, L.P. (USA)
  • Kalwani, Manohar Lal
  • Ghosh, Abhishek


In an example, a non-transitory machine-readable storage medium may include instructions that, when executed by a processor of a computing device, cause the processor to receive device usage data associated with an electronic device. Further, instructions may be executed by the processor to determine a touch-related contamination state of a surface of the electronic device by applying a machine learning model to the device usage data. Furthermore, instructions may be executed by the processor to send an alert notification to the electronic device based on the touch-related contamination state.

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