US Patent Application 18299544. GENERATION OF DEVICE SETTING RECOMMENDATIONS BASED ON USER ACTIVENESS IN CONFIGURING MULTIMEDIA OR OTHER USER DEVICE SETTINGS simplified abstract

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GENERATION OF DEVICE SETTING RECOMMENDATIONS BASED ON USER ACTIVENESS IN CONFIGURING MULTIMEDIA OR OTHER USER DEVICE SETTINGS

Organization Name

SAMSUNG ELECTRONICS CO., LTD.==Inventor(s)==

[[Category:Ho Sub Lee of Irvine CA (US)]]

GENERATION OF DEVICE SETTING RECOMMENDATIONS BASED ON USER ACTIVENESS IN CONFIGURING MULTIMEDIA OR OTHER USER DEVICE SETTINGS - A simplified explanation of the abstract

This abstract first appeared for US patent application 18299544 titled 'GENERATION OF DEVICE SETTING RECOMMENDATIONS BASED ON USER ACTIVENESS IN CONFIGURING MULTIMEDIA OR OTHER USER DEVICE SETTINGS

Simplified Explanation

- The patent application describes a method for analyzing device usage log data associated with multiple user devices. - The device usage log data includes information about device settings that can be adjusted by users. - The method also involves obtaining metrics that represent each user's level of customization of device settings. - Based on these metrics, the users are clustered into multiple groups. - At least one of these groups is identified as a valid user group. - The method then provides recommendations for customized device settings to the user devices in the valid user group. - The recommendations are based on the device usage log data associated with the valid user group.


Original Abstract Submitted

A method includes obtaining device usage log data associated with multiple user devices. The device usage log data is related to device settings associated with the user devices, where each device setting associated with the user devices is adjustable by users of the user devices. The method also includes obtaining one or more metrics representing each user's activeness in customizing one or more device settings of the user device associated with the user based on the device usage log data. The method further includes clustering the users into multiple groups based on the metric(s) and identifying at least one of the groups as being at least one valid user group. In addition, the method includes providing one or more recommendations of at least one customized device setting to one or more of the user devices based on the device usage log data associated with the valid user group(s).

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