SYSTEMS, METHODS, AND COMPUTER PROGRAM PRODUCTS TO INTERPRET, EXPLAIN, AND MANIPULATE EXCEPTIONS IN MULTIDIMENSIONAL DATA

Patent №

US 6,654,764

Granted

2003-11-25

Filed 2001

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

4

ml · nlp · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

09998955

Systems, methods, and computer products that interpret, explain, and manipulate exceptions in multidimensional data. The present invention assists the data analyst by providing a simplified view of the multidimensional data that enables analysis of the important results of data exception exploration. Further, the preferred embodiment of the present invention incorporates the effect of density of the data along each dimension. The preferred embodiment of the present invention also provides the framework necessary to assign linguistic meaning to the exception for each dimension. This enables data analysis to obtain information about the value of the data that is present.

AI classification

Natural language1.00
Planning1.00
Knowledge representation1.00
Machine learning0.96
AI hardware0.47
Vision0.36
Evolutionary computation0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 123380031

Assignors

KELKAR, BHOOSHAN PRAFULLA, MALLOY, WILLIAM EARL

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

From the same owner

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