Training an estimation model for price optimization

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United States of America Patent

PATENT NO 10395283
APP PUB NO 20180033059A1
SERIAL NO

15223512

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Abstract

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A non-transitory computer readable storage medium having instructions embodied therewith, the instructions executable by a processor or programmable circuitry to cause the processor or programmable circuitry to perform operations including obtaining training data including a sample value of one or more input features of an item and a sample value of an output feature representing demand for the item, and training, based on the training data, an estimation model that estimates a new value of the output feature for the item based on new values of the one or more input features. The one or more input features may include a relative price of the item relative to prices of a plurality of items.

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Patent Owner(s)

Patent OwnerAddress
INTERNATIONAL BUSINESS MACHINES CORPORATIONNEW ORCHARD ROAD ARMONK NY 10504

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Katsuki, Takayuki Tokyo, JP 53 159
Morimura, Tetsuro Tokyo, JP 55 168
Yanagisawa, Hiroki Tokyo, JP 57 211

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