Ranking of Store Locations Using Separable Features of Traffic Counts
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United States of America Patent
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Issued Date -
Apr 30, 2015
app pub date -
Oct 25, 2013
filing date -
Oct 25, 2013
priority date (Note) -
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Abstract
A system may generate a matrix according to subscriber count data for a plurality of points of interest within a geographical area over a period of time identified from aggregate subscriber data, the matrix including counts per subset of the period of time arranged according to subset of the period of time and point of interest. The system may further perform a factorization of the matrix of subscriber counts to extract feature components of the subscriber count data, identify at least a primary feature component and a secondary feature component according to the factorization, and provide a ranking of at least a subset of the points of interest according to at least one of the primary feature component and the secondary feature component. The system may also receive a request for a report, generate the report according to the identified feature components, and provide the report responsive to a request.
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