The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Mar. 16, 2021

Filed:

Dec. 20, 2019
Applicant:

Twitter, Inc., San Francisco, CA (US);

Inventors:

Rohit Jain, Seattle, WA (US);

Arvind Thiagarajan, Seattle, WA (US);

Assignee:

Twitter, Inc., San Francisco, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 12/58 (2006.01); G06N 20/00 (2019.01); G06F 16/901 (2019.01);
U.S. Cl.
CPC ...
H04L 51/046 (2013.01); G06F 16/9024 (2019.01); G06N 20/00 (2019.01); H04L 51/18 (2013.01); H04L 51/32 (2013.01);
Abstract

According to an aspect, a method for ranking messages of conversation graphs in a messaging platform using predictive outcomes includes receiving, over a network, a conversation view request to retrieve messages of a conversation graph stored on a messaging platform, and determining, by the messaging platform, a plurality of predictive outcomes for each of a plurality of messages of the conversation graph using predictive models. The plurality of predictive outcomes includes a reciprocal engagement probability. The method includes ranking, by the messaging platform, the plurality of messages based on the predictive outcomes, and transmitting, by the messaging platform, over the network, at least a subset of the plurality of messages to be rendered on a client application according to the rank.


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