INFRASTRUCTURE AND ARCHITECTURE FOR DEVELOPMENT AND EXECUTION OF PREDICTIVE MODELS

Patent №

US 9,684,869

Granted

2017-06-20

Filed 2015

Owner

AMERICAN EXPRESS TRAVEL RELATED SERVICES COMPANY, INC.

Lab

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14879343

A system that enables development and execution of predictive models comprises a centralized data management system, a data extraction tool a model validation tool and a model execution tool. In embodiments, a data management system includes a data management server that can be accessed via a web browser that stores data in the form of a flat file. An extraction tool extracts data. A model validation tool validates a model by scoring an analytical environment data set and a production environment data set. A model execution tool allows a user to select when and how often a model is scored.

Machine learningNatural languageKnowledge representationPlanningAI hardwareG06N 5/04G06F 16/13G06F 16/148G06F 16/951G06Q 30/02G06Q 30/0201

AI classification

Planning1.00
Knowledge representation1.00
AI hardware1.00
Machine learning1.00
Natural language0.96
Speech0.10
Vision0.07
Evolutionary computation0.00

Ownership

AMERICAN EXPRESS TRAVEL RELATED SERVICES COMPANY, INC.

assignment · 367640741

Assignors

MURTHY, NARASIMHA, ORALEVICH, MICKEY S., SACHETI, SANDEEP, THOMAS, DEEP

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

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