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:
Jul. 20, 2021

Filed:

Jul. 06, 2018
Applicant:

The Rocket Science Group Llc, Atlanta, GA (US);

Inventors:

Benjamin Chestnut, Atlanta, GA (US);

Nathaniel Bainton, Atlanta, GA (US);

John Foreman, Avondale Estates, GA (US);

William Hoffmann, Decatur, GA (US);

Chad Morris, Marietta, GA (US);

Cass Petrus, Atlanta, GA (US);

Sean Sawyer, Atlanta, GA (US);

Joe Uhl, Mableton, GA (US);

Assignee:

THE ROCKET SCIENCE GROUP LLC, Atlanta, GA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/04 (2006.01); G06N 5/02 (2006.01); G06N 20/00 (2019.01); G06Q 10/10 (2012.01); H04L 29/06 (2006.01); H04L 12/58 (2006.01); G06N 20/20 (2019.01); G06Q 30/02 (2012.01); H04L 29/08 (2006.01);
U.S. Cl.
CPC ...
G06N 5/04 (2013.01); G06N 5/022 (2013.01); G06N 20/00 (2019.01); G06N 20/20 (2019.01); G06Q 10/107 (2013.01); G06Q 30/0201 (2013.01); H04L 51/12 (2013.01); H04L 63/14 (2013.01); H04L 67/22 (2013.01); G06F 2221/2101 (2013.01); G06F 2221/2141 (2013.01);
Abstract

Certain embodiments involve stopping potential flagged email, such spam, before it becomes flagged email. For instance, certain embodiments can make a prediction (e.g., spam or other flagged email) about a 'proposed' email message to a list of email addresses of proposed recipients. The flagged email prediction is generated based on the list of email addresses of recipients. The flagged email prediction can involve using stored data about historic email addresses, historic lists of email addresses, historic email transactions, or some combination thereof to calculate historic hard bounce rates. The historic hard bounce rates can be used to train processes to calculate the hard bounce rates for the email addresses on the list and the list of email addresses.


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