METHOD AND SYSTEM FOR DATA MINING AUTOMATION IN DOMAIN-SPECIFIC ANALYTIC APPLICATIONS

Patent №

US 6,799,181

Granted

2004-09-28

Filed 2003

Owner

RED HAT, INC.

Lab

AI components

6

ml · nlp · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10600636

Automated data mining using domain-specific analytic applications for solving predefined problems, including populating input data schema, the input data schema having a format appropriate to solution of a predefined problem. Production training a predefined data mining model to produce a trained data mining model, the predefined data mining model comprising a predefined data mining model definition, production training having an output of a knowledge base. Executing a preselected data mining algorithm in production training mode. Production scoring input data from the input data schema. The method typically includes scheduling the steps of populating input data schema, production training, and production scoring. Typically the analytic application includes predefined problems, predefined data mining algorithms, predefined data schema, and at least one predefined data mining model definition.

AI classification

AI hardware1.00
Planning1.00
Machine learning1.00
Knowledge representation1.00
Vision0.91
Natural language0.70
Speech0.00
Evolutionary computation0.00

Ownership

RED HAT, INC.

assignment · 360040327

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