Prediction of Message Deliverability Events

Patent №

US 9,306,895

Granted

2016-04-05

Filed 2013

Owner

AMAZON TECHNOLOGIES, INC.

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14020168

Technologies are described herein for predicting and resolving message deliverability events. A message deliverability event is an event initiated by a mailbox provider that results in the refusal of the mailbox provider to deliver a message to the inbox of its intended recipient, or that results in a mailbox provider delaying the delivery of a message to the inbox of its intended recipient. The transmission of messages to mailbox providers and responses to the transmission of the messages can be monitored. Based upon the monitoring, a determination can be made as to whether the probability of a future message deliverability event exceeds a threshold with regard to one or mailbox providers. If there the probability of a message deliverability event exceeds the threshold, one or more actions may be taken to reduce the probability that the future message delivery event will occur.

AI classification

Planning1.00
Machine learning0.80
AI hardware0.71
Knowledge representation0.52
Natural language0.04
Vision0.00
Evolutionary computation0.00
Speech0.00

Ownership

AMAZON TECHNOLOGIES, INC.

assignment · 316470285

Assignors

RADEN, GARY PAOLO, HRISTOV, NIKOLAY GEORGIEV, KOH, SOONHAN MAHAE

On an employer assignment, the assignors are typically the inventors.

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