Infrastructure and architecture for development and execution of predictive models

US8886654B2 · kind B2 · utility

Assignee

• American Express Travel Related Services Company, Inc. · US

Inventors

• Sanjay Agrawal · Kirkland, US
• Sastry VSM Durvasula · Phoenix, US
• Narasimha Murthy · Kothagudem, IN
• Sandeep K. Sacheti · Edison, US
• Deep Thomas · Wantage, US
• Karl Von Wolff · Buckeye, US

Key dates

• Filing date: Aug 9, 2013
• Grant date: Nov 11, 2014
• Expiry date: Aug 9, 2033

Classification

• Technology area (CPC Y): Emerging Cross-Sectional Technologies
• CPC primary: Y10S707/948
• WIPO field: IT methods for management
• WIPO sector: Electrical engineering

Abstract

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. An extraction tool includes a data filter adapted to filter data based on, for example, a population criteria, a sample size, and a date range criteria. A model validation tool validates the model. A model execution tool allows a user to score the model.