ANTI-SPAM PROFILE CLUSTERING BASED ON USER BEHAVIOR

Patent №

US 8,554,847

Granted

2013-10-08

Filed 2008

Owner

YAHOO! INC.

Lab

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12173618

A user can be assigned to one of a plurality of filtering profiles to filter the user's incoming email messages. Each filtering profile in the plurality of filtering profiles filters the incoming emails according to a different set of filtering rules. The filtering profiles are applied to incoming emails, and the emails are delivered according to the rules of the currently-assigned filtering profile. The user's actions on the received email is tracked to determine a first performance score for how accurately the first filtering profile is filtering incoming emails of the user, and if the first performance score is less than a score value, the user might be assigned to a different filtering profile.

AI classification

Planning1.00
Knowledge representation0.91
Natural language0.85
Machine learning0.77
AI hardware0.62
Vision0.01
Speech0.00
Evolutionary computation0.00

Ownership

YAHOO! INC.

assignment · 212400385

Assignors

SHUE, JYH-SHIN

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

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