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US Patent 7035811 System and method for composite customer segmentation

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Is a
Patent
Patent
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Patent attributes

Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
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Patent Number
70358110
Patent Inventor Names
Alan K. Gorenstein0
Date of Patent
April 25, 2006
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Patent Application Number
097666360
Date Filed
January 23, 2001
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Patent Citations Received
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US Patent 12131241 Systems and methods for decomposition of differentiable and non-differentiable models
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US Patent 11960981 Systems and methods for providing machine learning model evaluation by using decomposition
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US Patent 12002094 Systems and methods for generating gradient-boosted models with improved fairness
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US Patent 12020173 System and method for managing customer call-backs
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US Patent 12113936 System and method for managing routing of customer calls
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US Patent 11893466 Systems and methods for model fairness
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US Patent 11936818 System and method for automatically assigning a customer call to an agent
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US Patent 11941650 Explainable machine learning financial credit approval model for protected classes of borrowers
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...
Patent Primary Examiner
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James Myhre
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Patent abstract

The profitability and effectiveness of a marketing program is increased by segmenting the customer population according to a combination of different segmentation strategies. A number of independent segmentation strategies are performed on the customers, each strategy resulting in its own set of scores. The sets of scores are then combined to form a composite score for each customer which is used to generate a ranked list of the customer population. Furthermore, different composite scores can be determined using different possible methods and these different scores can, themselves, be combined to generate an overall score and ranking for each customer. The targeted recipients for particular marketing materials are selected based on these rankings.

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