CONSUMER MODEL

Patent №

US 6,741,973

Granted

2004-05-25

Filed 1997

Owner

NCR CORPORATION

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

08950230

A model of consumer behavior in a transaction environment such as customers moving around a bank branch, is generated from an artificial life algorithm to create a number of agents. In each agent, a genetically encoded drive, equivalent for example to hunger, is defined so as to correspond to a transaction need such as the need for cash. Interaction rules, such as navigation rules, are set for interaction between the agents and a first representation of an environment, and the program is run and the agents observed, then compared with real human behavior. The best matched agents are selected and the program run again, the steps being repeated until a required level of comparison with real behavior is reached. The model can then be used with different transaction environments to study customer behavior and to select the best branch layout or the like.

AI classification

Planning1.00
Machine learning1.00
AI hardware1.00
Knowledge representation0.80
Vision0.47
Natural language0.11
Evolutionary computation0.01
Speech0.00

Ownership

NCR CORPORATION

assignment · 87770536

Assignors

DOVE, LEE G., JOHNSON, GRAHAM I.

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

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