GENERATING A SALES VOLUME FORECAST

Patent №

US 8,090,614

Granted

2012-01-03

Filed 2007

Owner

I2 TECHNOLOGIES US, INC.

Lab

AI components

3

ml · nlp · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11876984

A method for generating a sales volume forecast includes receiving user input specifying a hypothetical asking price and a future date and accessing, for each of multiple past time periods, historical data reflecting a sales volume for an item over the past time period and a corresponding price difference between an asking price and a coinciding market price for the item, the price difference also being associated with the past time period. The method also includes determining a historical correlation for the item between sales volume and price difference between asking price and coinciding market price, accessing market data reflecting a future market price for the item associated with the specified future date, determining a price difference between the specified hypothetical asking price and the future market price for the item, applying the determined historical correlation to the determined price difference to generate a sales volume forecast, and providing the generated sales volume forecast for access by a user.

Machine learningNatural languagePlanningG06Q 30/02G06Q 10/06375G06Q 30/0202G06Q 30/0206

AI classification

Machine learning0.97
Planning0.88
Natural language0.67
Knowledge representation0.35
Evolutionary computation0.07
AI hardware0.01
Speech0.00
Vision0.00

Ownership

I2 TECHNOLOGIES US, INC.

assignment · 201010119

Assignors

FORD, CHARLES P., CAO, WEI

On an employer assignment, the assignors are typically the inventors.

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