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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ATTORNEY / AGENT: (SPONSORED)

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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

International Classification(s)

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  • 2016 Application Filing Year
  • G06N Class
  • 4474 Applications Filed
  • 2715 Patents Issued To-Date
  • 60.69 % Issued To-Date
Click to zoom InYear of Issuance% of Matters IssuedCumulative IssuancesYearly Issuances20162017201820192020202120222023202420250255075100

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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Citation count rangeNumber of patents cited in rangeNumber of patents cited in various citation count ranges651221851101 - 1011 - 2021 - 3051 - 6071 - 800102030405060708090100110120130

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