MANAGED REAL-TIME TRANSACTION FRAUD ANALYSIS AND DECISIONING

Patent №

US 8,600,873

Granted

2013-12-03

Filed 2009

Owner

VISA INTERNATIONAL SERVICE ASSOCIATION

Lab

AI components

5

ml · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12549314

A system, apparatus, and method for providing real-time or pseudo real-time processing of transactions for a set of clients using a common or partially common rule base. Each client is assigned to a tier or category with the tier or category defined by specified performance criteria. In some embodiments, the specified performance criteria includes a false positive ratio (FPR). A rule for processing transactions is defined as a combination of an interval of a scoring range of a first risk assessment scoring system and an interval of a scoring range of a second risk assessment scoring system. A proposed rule is tested by determining if its performance falls within a defined range of the performance criteria when applied to data for previous transactions. If application of the rule satisfies the performance criteria, then the rule is accepted as part of the rule base for that tier or category of clients.

Machine learningVisionKnowledge representationPlanningAI hardwareG06Q 20/40G06Q 10/0635G06Q 20/24G06Q 20/4016G06Q 30/0185G06Q 30/06G06Q 40/00G06Q 40/02+3 more

AI classification

Planning1.00
Vision0.97
Machine learning0.90
Knowledge representation0.89
AI hardware0.69
Speech0.01
Evolutionary computation0.00
Natural language0.00

Ownership

VISA INTERNATIONAL SERVICE ASSOCIATION

assignment · 231910496

Assignors

FISHER, RICHARD

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

From the same owner

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