Twitter, Inc.

Tommy Chong

Michael Cvet

Elif Dede

Goran Peretin

Michael J Matczynski

Arvind Thiagarajan

Allen Chen

Rohit Jain

Minali Aggarwal

Xiangyi Zheng

Andrew Hazen Schlaikjer

Methods and systems for generating, identifying, and displaying message threads on a social messaging platform. One of the methods includes receiving a first and second messages posted to a social messaging platform by a user account; determining whether the second message is a reply to the first message posted by the user account; in response, determining if the first message is part of an existing message thread; in response to determining that the first message is not part of an existing thread, assigning a new thread identifier to both the first message and the second message, the thread identifier associating both messages with a new thread; in response to determining that the first message is part of an existing thread, assigning an existing thread identifier obtained from the first message to the second message.

Organizing self-replying messages

According to an aspect, a method for ranking messages of conversation graphs in a messaging platform using machine-learning signals includes receiving a conversation view request to retrieve messages of a conversation graph stored on a messaging platform and determining a plurality of predictive outcomes for each of a plurality of messages of the conversation graph using predictive models. The determining step may include obtaining a plurality of signals relevant to the predictive models, the plurality of signals including data structure-related signals relating to the conversation graph and inputting the plurality of signals to the predictive models. The method includes ranking the plurality of messages based on the predictive outcomes and transmitting at least a subset of the plurality of messages to be rendered on a client application according to the rank.

Ranking messages of conversation graphs in a messaging platform using machine-learning signals

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San Francisco, CA, United States of America

Tommy Chong