SYSTEMS AND METHODS FOR DETERMINING THIN-FILE RECORDS AND DETERMINING THIN-FILE RISK LEVELS

Patent №

US 8,024,264

Granted

2011-09-20

Filed 2010

Owner

EXPERIAN INFORMATION SOLUTIONS, INC.

+1 more

Lab

AI components

3

ml · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12818096

In some embodiments, systems and methods are disclosed for generating filters to determine whether a consumer is likely to have a scoreable credit record based on non-credit data, and to determine a potential risk level associated with an unscoreable credit record based on non-credit data. Existing scoreable and unscoreable records are compared to determine factors correlated with having an unscoreable record, and a multi-level filter is developed. Unscoreable records having at least one entry are compared to determine whether they are “good” or “bad” risks, factors correlated with either condition are determined, and a filter is developed. The filters can be applied to records comprising demographic data to determine consumers that are likely to have unscoreable records but represent good risks.

Machine learningKnowledge representationAI hardwareG06Q 40/00G06Q 20/10G06Q 40/03G06Q 40/08G06Q 40/04

AI classification

Knowledge representation1.00
Machine learning0.99
AI hardware0.99
Planning0.35
Natural language0.05
Vision0.03
Evolutionary computation0.00
Speech0.00

Ownership

EXPERIAN INFORMATION SOLUTIONS, INC.

assignment · 280860172

EXPERIAN MARKETING SOLUTIONS, INC.

assignment · 280860194

Assignors

CHAUDHURI, ANAMITRA, HADENFELDT, NANCY A., HJERMSTAD, ERIK

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

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