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:
Oct. 03, 2023

Filed:

May. 25, 2022
Applicant:

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

Inventors:

Zhentao Sun, Mountain View, CA (US);

Dawei Wang, Seattle, WA (US);

Sean Odonnell, San Francisco, CA (US);

Noah Martin, San Francisco, CA (US);

Andriy Sergiyenko, San Jose, CA (US);

Greg Thompson, San Francisco, CA (US);

Shike Mei, San Carlos, CA (US);

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/95 (2019.01); G06F 16/9535 (2019.01); G06F 16/9538 (2019.01); G06N 20/00 (2019.01); H04L 51/212 (2022.01);
U.S. Cl.
CPC ...
G06F 16/9535 (2019.01); G06F 16/9538 (2019.01); G06N 20/00 (2019.01); H04L 51/212 (2022.05);
Abstract

Network site users can be selected to receive a communication based on a network site event, such as incomplete registration. A hybrid user interaction machine learning scheme can select a portion of the selected users based on user interaction estimates and network sampling data. The electronic document sent to the users can have portions that undergo two-pass ranking for ordering of content items to be included in the electronic document, such as an email.


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