METHOD AND APPARATUS FOR DEFINING PERFORMANCE MILESTONE TRACK FOR PLANNED PROCESS

Patent №

US 10,296,993

Granted

2019-05-21

Filed 2014

Owner

XEROX CORPORATION

Lab

AI components

3

kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14537449

A method of defining a performance milestone track for a planned process includes: selecting a time range relating to a repeatable process to define a set of average assessment trajectories, retrieving historical data representative of assessment data for actors in conjunction with selective assessments of the actors during performances of the repeatable process. The historical data includes an assessment parameter identifying a value for the selective assessment. The method includes processing a select time portion of the historical data using a binning algorithm to assign historical data for the select time portion across quantile range bins based on select ranges of assessment parameter values for the historical data and separately processing a select actor portion of the historical data for each quantile range bin using a smoothing algorithm to form the set of average assessment trajectories for the repeatable process. A computational device for performing the method is also provided.

AI classification

Knowledge representation0.99
Planning0.99
AI hardware0.90
Vision0.34
Evolutionary computation0.22
Machine learning0.01
Natural language0.01
Speech0.00

Ownership

XEROX CORPORATION

assignment · 341380694

Assignors

JACOBS, TIMOTHY W., ROLLESTON, ROBERT JOHN

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

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