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:
Aug. 24, 2021
Filed:
Dec. 22, 2017
Applicant:
Paypal, Inc., San Jose, CA (US);
Inventors:
Benjamin Hillel Myara, Tel Aviv, IL;
David Tolpin, Ashdod, IL;
Assignee:
PAYPAL, INC., San Jose, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 30/00 (2012.01); G06Q 30/06 (2012.01); H04L 29/06 (2006.01); H04L 29/08 (2006.01); G06F 40/30 (2020.01); G06Q 30/02 (2012.01);
U.S. Cl.
CPC ...
G06Q 30/0641 (2013.01); G06F 40/30 (2020.01); G06Q 30/0204 (2013.01); G06Q 30/0251 (2013.01); G06Q 30/0601 (2013.01); H04L 63/1425 (2013.01); H04L 67/02 (2013.01); H04L 67/14 (2013.01); H04L 67/145 (2013.01); H04L 67/22 (2013.01);
Abstract
Methods and systems for creating and analyzing low-dimensional representation of webpage sequences are described. Network traffic history data associated with a particular website is retrieved and a word embedding algorithm is applied to the network traffic history data to produce a low dimensional embedding. A prediction model is created based on the low-dimensional embedding. Browsing activity on the particular website is monitored. A set of sessions in the current browsing activity is flagged based on a result of applying the prediction model to the monitored browsing activity.