G - Physics – 06 – Q
Patent
G - Physics
06
Q
G06Q 40/00 (2006.01)
Patent
CA 2344739
Initially, customer time series credit files are acquired. The credit files are organized in a data mart environment for supporting a query system. Time series utilization attributes are created and a neural network time series segmentation process is applied and N x N dimension segments are generated for analysis. The chart may be modified to more accurately depict profitable credit revolvers. Credit data from each potential new customer is processed in a similar fashion by the neural network segmentation process. Profitable credit revolvers are identified by having credit utilization patterns belonging to profitable segments previously identified.
Liu Shiping
Murphy Edgar Leroy
Nanek David Wayne
Rothman Michael
Chan Bill W.k.
International Business Machines Corporation
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