System and method for generating a user behavioral avatar for a social media platform

A system for generating a user behavioral avatar for a user based on backup of personalized user data, the system comprising:

• a hardware processor configured to:
• receive a request to generate an avatar that performs actions on behalf of a user on a social media platform;
• identify a plurality of historical user actions manually taken by the user on the social media platform;
• generate, based on the plurality of historical user actions, an action profile that represents user tendencies for executing available actions on the social media platform;
• retrieve a backup of at least one computing device associated with the user, wherein the backup comprises information from at least one data source that is not the social media platform;
• identify a plurality of data items in the backup;
• classify the plurality of data items into a plurality of topics, wherein classifying the plurality of data items into the plurality of topics further comprises ranking the plurality of topics based on a frequency of appearance in the backup;
• train the avatar to detect, in the social media platform, a social media item that shares at least one topic of the plurality of topics from the backup and perform a user action in accordance with the action profile, wherein training the avatar further comprises weighting high-ranked topics higher than low-ranked topics such that the avatar has a greater likelihood of performing an available user action on the social media platform for the high-ranked topics than the low-ranked topics, and wherein weights of the trained avatar are updated in response to each new backup generated of the at least one computing device;
• and
• execute the trained avatar to perform actions on behalf of the user on the social media platform.

A non-transitory computer readable medium storing computer executable instructions for generating a user behavioral avatar for a user based on backup of personalized user data, including instructions for:

• receiving a request to generate an avatar that performs actions on behalf of a user on a social media platform;
• identifying a plurality of historical user actions manually taken by the user on the social media platform;
• generating, based on the plurality of historical user actions, an action profile that represents user tendencies for executing available actions on the social media platform;
• retrieving a backup of at least one computing device associated with the user, wherein the backup comprises information from at least one data source that is not the social media platform;
• identifying a plurality of data items in the backup;
• classifying the plurality of data items into a plurality of topics, wherein classifying the plurality of data items into the plurality of topics further comprises ranking the plurality of topics based on a frequency of appearance in the backup;
• training the avatar to detect, in the social media platform, a social media item that shares at least one topic of the plurality of topics from the backup and perform a user action in accordance with the action profile, wherein training the avatar further comprises weighting high-ranked topics higher than low-ranked topics such that the avatar has a greater likelihood of performing an available user action on the social media platform for the high-ranked topics than the low-ranked topics, and wherein weights of the trained avatar are updated in response to each new backup generated of the at least one computing device;
• and
• executing the trained avatar to perform actions on behalf of the user on the social media platform.