COGNITIVE ANALYTICS USING GROUP DATA

Patent №

US 11,301,798

Granted

2022-04-12

Filed 2019

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16381140

A method, a system, and a computer program product are provided for performing cognitive analytics. Human resource information for respective groups of a business unit of an organization may be extracted from stored business information. The human resource information may include, for employees of the respective groups, salary information and employee experience information. For the respective groups, cost information, productivity information, quality information, and attrition data may be extracted from the business information. At least the human resource information, the cost information, the productivity information, the quality information, and the attrition data may be provided, for the respective groups, to a model trained via machine learning. The model may produce respective scores for the groups. The groups may be ranked based at least partly on the respective scores and the ranking of the groups may be output.

AI classification

Planning1.00
Machine learning1.00
AI hardware1.00
Knowledge representation1.00
Natural language0.78
Vision0.05
Speech0.04
Evolutionary computation0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 488570431

Assignors

MALPANI, RAVI

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

From the same owner

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