Message optimization utilizing term replacement based on term sentiment score specific to message category

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United States of America Patent

PATENT NO 9742718
APP PUB NO 20150350144A1
SERIAL NO

14742406

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ATTORNEY / AGENT: (SPONSORED)

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Abstract

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Techniques are described herein for predicting one or more behaviors by an email recipient and, more specifically, to machine learning techniques for predicting one or more behaviors of an email recipient, changing one or more components in the email to increase the likelihood of a behavior, and determining and/or scheduling an optimal time to send the email. Some advantages of the embodiments disclosed herein may include, without limitation, the ability to predict the behavior of the email recipient and suggest the characteristics of an email which will increase the likelihood of a positive behavior, such as a reading or responding to the email, visiting a website, calling a sales representative, or opening an email attachment.

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Patent Owner(s)

Patent OwnerAddress
XANT INC401 CONGRESS AVENUE SUITE 2650 AUSTIN TX 78701

International Classification(s)

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  • 2015 Application Filing Year
  • G06N Class
  • 2935 Applications Filed
  • 1770 Patents Issued To-Date
  • 60.31 % Issued To-Date
Click to zoom InYear of Issuance% of Matters IssuedCumulative IssuancesYearly Issuances201520162017201820192020202120222023202420250255075100

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Elkington, David Randal Mapleton, US 17 587
Penta, Kalyan Orem, US 7 211
Zeng, Xinchuan Orem, US 24 983

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Patent Citation Ranking

  • 3 Citation Count
  • G06N Class
  • 14.11 % this patent is cited more than
  • 8 Age
Citation count rangeNumber of patents cited in rangeNumber of patents cited in various citation count ranges239524114112201 - 1011 - 2021 - 3031 - 4041 - 5051 - 6061 - 7071 - 8005101520253035404550556065707580859095100

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Maintenance Fees

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7.5 Year Payment $3600.00 $1800.00 $900.00 Feb 22, 2025
11.5 Year Payment $7400.00 $3700.00 $1850.00 Feb 22, 2029