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:
May. 23, 2023

Filed:

Jun. 28, 2021
Applicant:

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

Inventors:

Dinesh Garg, Beawar, IN;

Ramasuri Narayanam, Andra Pradesh, IN;

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 67/306 (2022.01); G06F 16/2457 (2019.01); H04L 51/52 (2022.01); G06N 5/02 (2023.01); G06N 7/00 (2023.01); H04W 4/21 (2018.01); H04L 67/50 (2022.01); G06Q 50/00 (2012.01); G06N 5/022 (2023.01);
U.S. Cl.
CPC ...
H04L 67/306 (2013.01); G06F 16/24578 (2019.01); G06N 5/022 (2013.01); G06N 7/005 (2013.01); H04L 51/52 (2022.05); G06Q 50/01 (2013.01); H04L 67/535 (2022.05); H04W 4/21 (2018.02);
Abstract

A method for predicting the behavior of an electronic social network (ESN) includes identifying one user's connections with other users and creating a data structure in a memory that represents the users and their connections in the ESN. A plurality of data sources for electronic communications between users are analyzed and assigned a relative importance value. A weight is also assigned to each of the connections between the users. The weight is an encoded value computed based on a link structure of the connections where the link structure includes metadata indicating a category and a status of the respective connection. The probability that one user will communicate with one of the other users is calculated based on the analyzed plurality of data sources calculating, and the user's connections with respect to other users are ranked based on the calculated probabilities.


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