GENERATING A DOMAIN ONTOLOGY USING WORD EMBEDDINGS

GENERATING A DOMAIN ONTOLOGY USING WORD EMBEDDINGS

A device may receive a text, from a text source, in association with a request to generate an ontology for the text. The device may generate a set of word vectors from a list of terms determined from the text. The device may determine a quantity of term clusters to be generated to form the ontology...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: PODDER Sanjay, GUPTA Niharika, KARUKAPADATH MOHAMEDRASHEED Annervaz, SENGUPTA Shubhashis
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
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Beschreibung
Zusammenfassung:A device may receive a text, from a text source, in association with a request to generate an ontology for the text. The device may generate a set of word vectors from a list of terms determined from the text. The device may determine a quantity of term clusters to be generated to form the ontology based on the set of word vectors. The device may generate term clusters based on the quantity of term clusters, attributes, and/or non-hierarchical relationships. The term clusters may be associated with concepts of the ontology. The device may provide the term clusters for display via a user interface associated with a device.