Method and apparatus for end-to-end retail store site optimization
First Claim
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1. A method of providing store site configuration, comprising:
- integrating in-store and external data from multiple sources into a geographic information system platform;
determining customer segment profile, customer geo-distribution and customer demand from the integrated data in the geographic information system platform;
modeling and forecasting potential customer geo-distribution using said customer segment profile, said customer geo-distribution and said customer demand;
modeling and forecasting potential merchandise demand using said potential customer geo-distribution;
deriving one or more gaps using said forecasted potential customer geo-distribution or forecasted potential merchandise demand or combination of both; and
determining, by a processor, site configuration for a network of stores based on said one or more gaps, said site configuration providing recommendations for location, format, capacity, merchandise mix and customer segment by solving an optimization model that simultaneously determines said location, format, capacity, merchandise mix and customer segment,the optimization model including
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Abstract
A method and apparatus for end-to-end retail store one-stop site configuration integrates multiple data sources, identifying key customers, forecasting merchandise demand. Site configuration is formulated as a mathematical optimization problem with both in-store and external data as input to the problem whose solution provides proper suggestions for retail store transformation.
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Citations
19 Claims
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1. A method of providing store site configuration, comprising:
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integrating in-store and external data from multiple sources into a geographic information system platform; determining customer segment profile, customer geo-distribution and customer demand from the integrated data in the geographic information system platform; modeling and forecasting potential customer geo-distribution using said customer segment profile, said customer geo-distribution and said customer demand; modeling and forecasting potential merchandise demand using said potential customer geo-distribution; deriving one or more gaps using said forecasted potential customer geo-distribution or forecasted potential merchandise demand or combination of both; and determining, by a processor, site configuration for a network of stores based on said one or more gaps, said site configuration providing recommendations for location, format, capacity, merchandise mix and customer segment by solving an optimization model that simultaneously determines said location, format, capacity, merchandise mix and customer segment, the optimization model including - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12)
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13. A system for providing store site configuration, comprising:
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a processor; data integration module operable to integrate in-store and external data from multiple sources into a geographic information system platform; customer analytics module operable to determine customer segment profile, customer geo-distribution and customer demand from the integrated data in the geographic information system platform, the customer analytics module further operable to model and forecast potential customer geo-distribution using said customer segment profile, said customer geo-distribution and said customer demand, and to model and forecast potential merchandise demand using said potential customer geo-distribution; gap analysis module operable to derive one or more gaps using said forecasted potential customer geo-distribution or forecasted potential merchandise demand or combination of both; and configuration decision module operable execute on the processor and to determine site configuration for a network of stores based on said one or more gaps, said site configuration providing recommendations for location, format, capacity, merchandise mix and customer segment by solving an optimization model that simultaneously determines said location, format, capacity, merchandise mix and customer segment the optimization model including - View Dependent Claims (14, 15, 16, 17)
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18. A program storage device readable by a machine, tangibly embodying a program of instructions executable by the machine to perform a method of providing store site configuration, comprising:
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integrating in-store and external data from multiple sources into a geographic information system platform; determining customer segment profile, customer geo-distribution and customer demand from the integrated data in the geographic information system platform; modeling and forecasting potential customer geo-distribution using said customer segment profile, said customer geo-distribution and said customer demand;
modeling and forecasting potential merchandise demand using said potential customer geo-distribution;deriving one or more gaps using said forecasted potential customer geo-distribution or forecasted potential merchandise demand or combination of both; and determining site configuration for a network of stores based on said one or more gaps, said site configuration providing recommendations for location, format, capacity, merchandise mix and customer segment by solving an optimization model that simultaneously determines said location, format, capacity, merchandise mix and customer segment, the optimization model including - View Dependent Claims (19)
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Specification