DYNAMIC SNA-BASED ANOMALY DETECTION USING UNSUPERVISED LEARNING

Patent №

US 7,739,211

Granted

2010-06-15

Filed 2006

Owner

21ST CENTURY TECHNOLOGIES, INC.

Lab

AI components

6

ml · nlp · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11557584

A method, system, and computer program product for enabling dynamic detection of anomalies occurring within an input graph representing a social network. More specifically, the invention provides an automated computer simulation technique that implements the combination of Social Network Analysis (SNA) and statistical pattern classification for detecting abnormal social patterns or events through the expanded use of SNA Metrics. The simulation technique further updates the result sets generated, based on observed occurrences, to dynamically determine what constitutes abnormal behavior, within the overall context of observed patterns of behavior.

AI classification

Machine learning1.00
Knowledge representation1.00
Planning1.00
AI hardware0.99
Natural language0.99
Vision0.84
Evolutionary computation0.00
Speech0.00

Ownership

21ST CENTURY TECHNOLOGIES, INC.

assignment · 185310566

Assignors

COFFMAN, THAYNE R., THOMASON, BRAXTON E.

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

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