METHOD AND APPARATUS FOR AUTOMATICALLY STRUCTURING FREE FORM HETEROGENEOUS DATA

Patent №

US 8,996,587

Granted

2015-03-31

Filed 2007

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

5

ml · nlp · vision · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11675392

Techniques are provided for automatically structuring free form heterogeneous data. In one aspect of the invention, the techniques include obtaining free form heterogeneous data, segmenting the free form heterogeneous data into one or more units, automatically labeling the one or more units based on one or more machine learning techniques, wherein each unit is associated with a label indicating an information type, and structuring the one or more labeled units in a format to facilitate one or more operations that use at least a portion of the labeled units, e.g., information technology (IT) operations.

AI classification

Natural language1.00
AI hardware1.00
Machine learning1.00
Planning0.89
Vision0.82
Knowledge representation0.24
Speech0.00
Evolutionary computation0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 191560792

Assignors

KAR, GAUTAM, MAHINDRU, RUCHI, SAILER, ANCA, WEI, XING

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

From the same owner

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