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US 11,232,064 B2Granted
Adaptive document curation
Assigneesalesforce.com, inc.
InventorRobert Lacy
Life of this patent
Estimating the term…
Abstract
An adaptive document curation method. A machine learning model is trained on a first library of documents to assign staleness scores to documents, each indicating a confidence that the document to which it is assigned should be archived. If a document has a staleness score at least equal to a threshold, the document is identified as a candidate to be archived or deleted.
Claims16
A method comprising:
- training a machine learning model on a first library of documents to assign staleness scores to documents, each staleness score indicating a confidence that the document to which it is assigned should be archived;
- receiving an identification of a first document not included in the first library of documents;
- applying the machine learning model to the first document to generate a first staleness score;
- based upon a determination that the first staleness score is at least equal to a first threshold, identifying the first document as a candidate to be archived;
- confirming that the first document should be archived;
- and
- responsive to confirming that the first document should be archived, archiving the first document.
4 more elements
A non-transitory computer readable medium having instructions that when performed on at least one processor cause the at least one processor to perform the steps comprising:
- training a machine learning model on a first library of documents to assign staleness scores to documents, each staleness score indicating a confidence that the document to which it is assigned should be archived;
- receiving an identification of a first document not included in the first library of documents;
- applying the machine learning model to the first document to generate a first staleness score;
- based upon a determination that the first staleness score is at least equal to a first threshold, identifying the first document as a candidate to be archived;
- confirming that the first document should be archived;
- and
- responsive to confirming that the first document should be archived, archiving the first document.
4 more elements
Dependencies are inferred from the claim text.