Back to results
US 11,768,799 B2Granted
Adaptive document curation
AssigneeSalesforce, 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.
Claims18
A method comprising:
- training a machine learning model on a first library of documents to assign staleness scores to the documents, wherein a staleness score indicates a confidence that the document to which it is assigned should be archived;
- applying the machine learning model to a first document to generate a first staleness score for the first document;
- 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;
- and
- archiving the first document.
2 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 steps comprising:
- training a machine learning model on a first library of documents to assign staleness scores to the documents, wherein a staleness score indicates a confidence that the document to which it is assigned should be archived;
- applying the machine learning model to a first document to generate a first staleness score for the first document;
- 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;
- and
- archiving the first document.
2 more elements
A system comprising:
- a processor;
- a non-transitory machine-readable storage medium storing a first library of documents;
- and
- a set of computer-readable instructions provided by the non-transitory machine-readable storage medium, the instructions, if executed by the processor, are configurable to cause the processor to perform operations comprising:
- train a machine learning model on the first library of documents to assign staleness scores to the documents, wherein a staleness score indicates a confidence that the document to which it is assigned should be archived;
- apply the machine learning model to a first document to generate a first staleness score for the first document;
- based upon a determination that the first staleness score is at least equal to a first threshold, identify the first document as a candidate to be archived;
- and
- archive the first document.
6 more elements
Dependencies are inferred from the claim text.