Systems and methods for discovering synonymous elements using context over multiple similar addresses

Systems and methods for discovering synonymous elements using context over multiple similar addresses

A clustering-based approach to data standardization is provided. Certain embodiments take as input a plurality of addresses, identify one or more features of the addresses, cluster the addresses based on the one or more features, utilize the cluster(s) to provide a data-based context useful in ident...

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Bibliographische Detailangaben
Hauptverfasser: FARUQUIE TANVEER, JOSHI SACHINDRA, VENKATACHALIAH GIRISH, MOHANIA MUKESH KUMAR, KARANAM HIMA PRASAD, MENDELSSOHN MARVIN, SUBRAMANIAM L VENKATA, SMITH ANGEL MARIE
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
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Beschreibung
Zusammenfassung:A clustering-based approach to data standardization is provided. Certain embodiments take as input a plurality of addresses, identify one or more features of the addresses, cluster the addresses based on the one or more features, utilize the cluster(s) to provide a data-based context useful in identifying one or more synonyms for elements contained in the address(es), and standardize the address(es) to an acceptable format, with one or more synonyms and/or other elements being added to or taken away from the input address(es) as part of the standardization process.