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.
AI classification
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.