DYNAMIC MESSAGE FILTERING

Patent №

US 7,653,606

Granted

2010-01-26

Filed 2006

Owner

MAILGATE, LLC

Lab

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11639554

Dynamically filtering and classifying messages, as good messages, bulk periodicals, or spam. A regular expression recognizer, and pre-trained neural networks. The neural networks distinguish “likely good” from “likely spam,” and also operate at a more discriminating level to distinguish among the three categories above. A dynamic whitelist and blacklist; sending addresses are collected when the number of their messages indicates the sender is good or a spammer. A dynamically selected set of regular expressions input to the neural networks.

AI classification

Natural language1.00
AI hardware1.00
Planning1.00
Machine learning1.00
Knowledge representation1.00
Vision0.10
Speech0.10
Evolutionary computation0.00

Ownership

MAILGATE, LLC

assignment · 611280120

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