Invention Grant
- Patent Title: Churn prediction and management system
- Patent Title (中): 流失预测与管理系统
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Application No.: US11347141Application Date: 2006-02-03
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Publication No.: US08712828B2Publication Date: 2014-04-29
- Inventor: Matteo Maga , Paolo Canale , Astrid Bohe
- Applicant: Matteo Maga , Paolo Canale , Astrid Bohe
- Applicant Address: IE Dublin
- Assignee: Accenture Global Services Limited
- Current Assignee: Accenture Global Services Limited
- Current Assignee Address: IE Dublin
- Agency: Brinks Gilson & Lione
- Priority: EP05425946 20051230; ITMI2005A002526 20051230
- Main IPC: G06Q10/00
- IPC: G06Q10/00

Abstract:
A system and method for managing churn among the customers of a business is provided. The system and method provide for an analysis of the causes of customer churn and identifies customers who are most likely to churn in the future. Identifying likely churners allows appropriate steps to be taken to prevent customers who are likely to churn from actually churning. The system included a dedicated data mart, a population architecture, a data manipulation module, a data mining tool and an end user access module for accessing results and preparing preconfigured reports. The method includes adopting an appropriate definition of churn, analyzing historical customer to identify significant trends and variables, preparing data for data mining, training a prediction model, verifying the results, deploying the model, defining retention targets, and identifying the most responsive targets.
Public/Granted literature
- US20070156673A1 Churn prediction and management system Public/Granted day:2007-07-05
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