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:
Mar. 04, 2025

Filed:

Nov. 22, 2023
Applicant:

Highradius Corporation, Houston, TX (US);

Inventors:

Dibya Prakash Sahoo, Hyderabad, IN;

Manish Kumar Choudhary, Hyderabad, IN;

Liza Mohanty, Hyderabad, IN;

Abhishek Sahu, Hyderabad, IN;

Upamanyu Sarangi, Hyderabad, IN;

Assignee:

HIGHRADIUS CORPORATION, Houston, TX (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06Q 10/107 (2023.01); G06Q 10/04 (2023.01); G06Q 40/03 (2023.01); H04L 51/226 (2022.01);
U.S. Cl.
CPC ...
G06Q 10/107 (2013.01); G06Q 10/04 (2013.01); G06Q 40/03 (2023.01); H04L 51/226 (2022.05);
Abstract

A machine learning based computing method for computing optimal time for sending email, is disclosed. The machine learning based computing method includes steps of: receiving inputs from second users; extracting data associated with the first users and the second users from databases, based on the inputs received from the second users; computing electronic mail feature scores based on the extracted data associated with the first users and the second users, for each specified interval of contact prediction window; computing first user electronic mail scores for each specified interval of the contact prediction window based on the electronic mail feature scores for each specified interval of the contact prediction window, using a machine learning model; and computing at least one of: the optimal times and a prioritized list of the optimal times by ranking each specified interval of the contact prediction window associated with the first user electronic mail scores.


Find Patent Forward Citations

Sahoo, Dibya. (2025). Machine learning based email time recommendation engine (U.S. Patent No. 12243021). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12243021

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