SYSTEMS AND METHODS FOR DETERMINING TERRITORIAL RATES

Patent №

US 7,769,609

Granted

2010-08-03

Filed 2005

Owner

ALLSTATE INSURANCE COMPANY

Lab

AI components

3

ml · vision · kr

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11057162

Methods and systems use regions defined by ZIP codes to adjust loss cost data. First, historical loss costs are identified by ZIP code, and then organized into an order. The organized historical loss costs are assigned a unique loss cost value for each ZIP code, which are then compared to surrounding ZIP codes using a neighborhood model. ZIP codes are grouped into regions of similar loss costs and the regions are organized into territories.

Machine learningVisionKnowledge representationG06F 16/29G06Q 40/08Y10S 707/99931Y10S 707/99943Y10S 707/99945

AI classification

Vision0.89
Knowledge representation0.83
Machine learning0.60
AI hardware0.05
Planning0.02
Natural language0.00
Evolutionary computation0.00
Speech0.00

Ownership

ALLSTATE INSURANCE COMPANY

assignment · 168230595

Assignors

WOLL, RICHARD G.

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

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