Active learning for concept disambiguation

A method, computer system, and a computer program product for active machine learning is provided. The present invention may include annotating a plurality of data entries. The present invention may also include building a first dataset based on the annotated plurality of data entries. The present i...

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Bibliographische Detailangaben
Hauptverfasser: Delima, Roberto, Ezen Can, Aysu, Allen, Corville O
Format: Patent
Sprache:eng
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Beschreibung
Zusammenfassung:A method, computer system, and a computer program product for active machine learning is provided. The present invention may include annotating a plurality of data entries. The present invention may also include building a first dataset based on the annotated plurality of data entries. The present invention may then include receiving user feedback based on the built first dataset. The present invention may further include assigning a plurality of weights to a plurality of data entry subsets. The present invention may also include generating a second weighted dataset based on the received user feedback.