DIFFERENTIATING BETWEEN GOOD AND BAD CONTENT IN A USER-PROVIDED CONTENT SYSTEM

Patent №

US 8,819,816

Granted

2014-08-26

Filed 2010

Owner

FACEBOOK, INC.

AI components

2

planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12946731

A system differentiates good content from bad content in a user-provided content system. Messages are analyzed for features that characterize messages. A feature may occur in one or more messages. A feature that has more than a threshold number of occurrences in messages in a time interval is identified for further analysis. Enhanced authentication is requested from senders of the messages with occurrences of the identified feature. Based on the rate at which senders of the messages pass authentication, the content associated with the message is determined to be good content or bad content. Subsequent messages are blocked or successfully delivered based on whether features occurring in the messages are indicative of good content or bad content.

PlanningAI hardwareH04L 63/08G06F 15/16G06F 21/552G06F 21/566H04L 51/212H04L 51/52H04L 63/0245

AI classification

AI hardware0.77
Planning0.57
Speech0.27
Knowledge representation0.15
Machine learning0.13
Natural language0.10
Evolutionary computation0.02
Vision0.00

Ownership

FACEBOOK, INC.

assignment · 265000265

Assignors

STEIN, CHRISTOPHER A., POPOV, LEV TIMOUROVICH, STRATFORD, EVAN

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

© 2026 NYSGPT2525 LLC