US Patent 9804752 Machine learning method of managing conversations in a messaging interface

A method for managing contacts in a messaging application includes receiving a request from relating to obtaining conversations associated with a client device, in response to the request, retrieving data corresponding to the conversations and causing displaying a list of the conversations on the client device, determining, based on a least one conversation attributes, a rating value for each conversation among the conversations, identifying a particular conversation of the conversations wherein the rating value associated with the particular conversation is below a threshold rating value, and in response to identifying the particular conversation, causing updating the list that is displayed on the client device by removing the particular conversation from the list of the conversations that is displayed on the client device.