SYSTEM AND COMPUTER PROGRAM FOR MODELING AND PRICING LOAN PRODUCTS

Patent №

US 8,577,791

Granted

2013-11-05

Filed 2007

Owner

SAP AG

Lab

AI components

2

ml · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11690377

A computing system (100) receives transaction records (130) for loans taken at various interest rates (1904) for a loan segment (902). Performance indicators (1716) indicative of customer behaviors (1702) are computed (1806) using independent demand models (300, 302, 304, 306, and 308). Computing system (100) includes a performance indicator forecaster (112) that determines relationships between the performance indicators (1716) and various prices, or interest rates (1904). These relationships can include profit (1906) and/or volume (1908) relative to the various interest rates (1904). The relationships are utilized to select an interest rate (1912, 2102) for the product segment (902) for implementation by a financial institution.

Machine learningPlanningG06Q 40/00G06Q 40/02G06Q 40/03

AI classification

Planning1.00
Machine learning0.74
AI hardware0.21
Knowledge representation0.03
Evolutionary computation0.01
Natural language0.00
Vision0.00
Speech0.00

Ownership

SAP AG

assignment · 190580655

Assignors

MALOV, DENIS, SUN, WEI, AYRES DE CASTRO, GUSTAVO

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

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