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.
Patent No.:
Date of Patent:
Jul. 06, 2021
Filed:
Dec. 20, 2019
Twitter, Inc., San Francisco, CA (US);
Rohit Jain, Seattle, WA (US);
Arvind Thiagarajan, Seattle, WA (US);
Xiangyi Zheng, San Francisco, CA (US);
Minali Aggarwal, Oakland, CA (US);
Allen Chen, San Francisco, CA (US);
Tommy Chong, South San Francisco, CA (US);
Andrew Hazen Schlaikjer, San Francisco, CA (US);
Twitter, Inc., San Francisco, CA (US);
Abstract
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.