METHOD FOR SCHEMA MAPPING AND DATA TRANSFORMATION

Patent №

US 7,149,746

Granted

2006-12-12

Filed 2002

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

4

nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10144416

A computer program product is provided that uses data examples as a basis for understanding and refining declarative schema mappings. The system of the present invention identifies a set of intuitive operators for manipulating examples including establishing value correspondences, data linking, data trimming, data walking, and data chasing. These operators allow a user to follow and refine an example by walking through a data source. In addition, these operators can identify a large class of schema mappings and distinguish effectively between alternative schema mappings. With these operators, a user is able to quickly and intuitively build and refine complex data transformation queries that map one data source into another while continuously verifying that the mapping is accurate and appropriate.

Natural languageKnowledge representationPlanningAI hardwareG06F 16/258Y10S 707/99933Y10S 707/99943Y10S 707/99945

AI classification

Planning1.00
Knowledge representation1.00
AI hardware1.00
Natural language1.00
Machine learning0.23
Evolutionary computation0.00
Vision0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 129150240

Assignors

FAGIN, RONALD, HAAS, LAURA MYERS, HERNANDEZ-SHERRINGTON, MAURICIO, NAUMANN, FELIX GERHARD, POPA, LUCIAN, YAN, LINGLING

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

From the same owner

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