Automatic Detection of Undesirable Users of an Online Communication Resource Based on Content Analytics

Patent №

US 8,412,645

Granted

2013-04-02

Filed 2008

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12129803

An exemplary processor-implemented method of determining whether a user of an online communication resource is an undesirable user includes the steps of building at least one model based on at least one feature of a feature set using at least one machine learning technique; and classifying the user by comparing at least one feature of the feature set that is associated with the user to the at least one model, a determination as to whether the user is an undesirable user being based at least in part on the classification of the user.

AI classification

Machine learning0.99
Planning0.99
Natural language0.99
Knowledge representation0.93
AI hardware0.57
Speech0.05
Evolutionary computation0.03
Vision0.01

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 212020698

Assignors

RAMASWAMY, GANESH N., ZITOUNI, IMED

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

From the same owner

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