SYSTEM, METHOD, AND PROGRAM PRODUCT FOR LIGHTWEIGHT DATA FEDERATION

Patent №

US 9,984,136

Granted

2018-05-29

Filed 2015

Owner

EXLSERVICE TECHNOLOGY SOLUTIONS, LLC

Lab

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14663692

Systems, methods, and program products for federating a plurality of data sources using semantic data models are disclosed. A configuration ontology may be generated for each data source to identify how to access the data source. Generated metadata ontologies may be generated based upon extracted metadata to specify the data present at each data source. Domain ontologies may be generated for one or more target data environments that comprise a respective lexicon for specifying queries of the plurality of data sources. Bridge ontologies may be generated comprising electronic mappings between each data source and each domain ontology. For each data source that cannot be queried in place, a re-hosted data ontology may be generated by extracting the data and converting it to a corresponding triple data structure based upon the respective bridge ontology and the respective extracted metadata. Queries may then be directed to the plurality of data sources.

AI classification

Natural language1.00
Knowledge representation1.00
Planning1.00
AI hardware1.00
Machine learning0.99
Vision0.00
Speech0.00
Evolutionary computation0.00

Ownership

EXLSERVICE TECHNOLOGY SOLUTIONS, LLC

assignment · 359490059

Assignors

READ, DAVID SCOTT, BUREN, SCOTT VAN

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

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