Patents Assigned to ITEMIZE LLC
  • ITEMIZED RECEIPT EXTRACTION USING MACHINE LEARNING
    Publication number: 20120330971
    Abstract: A method, including retrieving a transaction receipt, wherein the transaction receipt includes unstructured data. Features indicating details of the transaction are extracted from the unstructured data, and using a receipt language model, weights are applied to the features. Based on the features and the weights, labels are associated with tokens in the receipt, and the receipt language model is updated with the extracted features, the applied weights and the associated labels.
    Type: Application
    Filed: June 26, 2012
    Publication date: December 27, 2012
    Applicant: ITEMIZE LLC
    Inventors: James Thomas, Gopali Contractor, Thomas L. Packer, Michael A. Haley