Message optimization utilizing term replacement based on term sentiment score specific to message category
Number of patents in Portfolio can not be more than 2000
United States of America Patent
Stats
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Aug 22, 2017
Grant Date -
Dec 3, 2015
app pub date -
Jun 17, 2015
filing date -
May 27, 2014
priority date (Note) -
In Force
status (Latency Note)
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Abstract
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.
First Claim
all claims..Other Claims data not available
Family

- 15 United States
- 10 France
- 8 Japan
- 7 China
- 5 Korea
- 2 Other
Patent Owner(s)
Patent Owner | Address | |
---|---|---|
XANT INC | 401 CONGRESS AVENUE SUITE 2650 AUSTIN TX 78701 |
International Classification(s)

- 2015 Application Filing Year
- G06N Class
- 2935 Applications Filed
- 1770 Patents Issued To-Date
- 60.31 % Issued To-Date
Inventor(s)
Inventor Name | Address | # of filed Patents | Total Citations |
---|---|---|---|
Elkington, David Randal | Mapleton, US | 17 | 587 |
# of filed Patents : 17 Total Citations : 587 | |||
Penta, Kalyan | Orem, US | 7 | 211 |
# of filed Patents : 7 Total Citations : 211 | |||
Zeng, Xinchuan | Orem, US | 24 | 983 |
# of filed Patents : 24 Total Citations : 983 |
Cited Art Landscape
- No Cited Art to Display

Patent Citation Ranking
- 3 Citation Count
- G06N Class
- 14.11 % this patent is cited more than
- 8 Age
Forward Cite Landscape
- No Forward Cites to Display

Maintenance Fees
Fee | Large entity fee | small entity fee | micro entity fee | due date |
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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 |
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Surcharge - 11.5 year - Late payment within 6 months | $160.00 | $80.00 | $40.00 |
Surcharge after expiration - Late payment is unavoidable | $700.00 | $350.00 | $175.00 |
Surcharge after expiration - Late payment is unintentional | $1,640.00 | $820.00 | $410.00 |
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Dec 07, 2020 | MAFP | MAINTENANCE FEE PAYMENT | free format text: PAYMENT OF MAINTENANCE FEE, 4TH YR, SMALL ENTITY (ORIGINAL EVENT CODE: M2551); ENTITY STATUS OF PATENT OWNER: SMALL ENTITY year of fee payment: 4 |
Sep 18, 2020 | AS | ASSIGNMENT | free format text: CONFIRMATORY LICENSE;ASSIGNOR:UNIVERSITY OF CALIFORNIA BERKELEY;REEL/FRAME:054117/0658 Owner name: UNITED STATES DEPARTMENT OF ENERGY, DISTRICT OF COLUMBIA Effective Date: Sep 18, 2020 |
Jan 10, 2018 | PD | Priority Date | |
Jan 09, 2018 | I | Issuance | |
Dec 20, 2017 | STCF | INFORMATION ON STATUS: PATENT GRANT | free format text: PATENTED CASE |
Jun 01, 2017 | P | Published | |
Jan 23, 2017 | AS | ASSIGNMENT | free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNORS:LONG, JEFFREY R.;MCDONALD, THOMAS M.;D'ALESSANDRO, DEANNA M.;SIGNING DATES FROM 20170110 TO 20170120;REEL/FRAME:041050/0647 Owner name: THE REGENTS OF THE UNIVERSITY OF CALIFORNIA, CALIF |
Dec 08, 2016 | F | Filing |

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