Document classification
AssigneeGlobal Healthcare Exchange, LLC
InventorsEric Jon Bersagel, Sibi Mollykutty Luke, Alex Kallolickal Joseph
Life of this patent
Estimating the term…
Abstract
The system provides the ability to understand the contextual values of an image-based document, regardless of the sender format. The system may analyze the contextual values associated with the different formats and classify the documents based on the contextual values and a business process. The system may provide filters that may be defined by the business process. The system may be adapted for different business process types, input formats and languages. The system may filter out documents that are not intended for a particular business process. The system may also create and send exemption reports about the rejected documents.
Claims20
A method comprising:
- assigning, by one or more processors, a weight to each of document content concepts determined from a bag of words in a document,
- wherein the document content concepts include synonyms to respective document content concepts, and
- wherein the synonyms include at least one of a wording variation, abbreviation or acronym of the document content concepts that is used to link the synonyms to the document content concepts;
- scoring, by the one or more processors, the document with a classification score based on the weight of each of the document content concepts and weights of one or more languages from different countries in the document;
- searching, by the one or more processors, in a region for data relevant to an object within a pattern in the document;
- determining, by the one or more processors, that the data lacks at least one of personal health information or personal credit information;
- classifying, by the one or more processors, the document based on the classification score and the data;
- and
- assigning, by the one or more processors, and based on the classifying, the document to at least one of a release report in response to the document being a valid document or an exemption report in response to the document being a rejected document.
An article of manufacture including one or more non-transitory, tangible computer readable storage mediums having instructions stored thereon that, in response to execution by one or more processors, cause the one or more processors to perform operations comprising:
- assigning, by the one or more processors, a weight to each of document content concepts determined from a bag of words in a document,
- wherein the document content concepts include synonyms to respective document content concepts, and
- wherein the synonyms include at least one of a wording variation, abbreviation or acronym of the document content concepts that is used to link the synonyms to the document content concepts;
- scoring, by the one or more processors, the document with a classification score based on the weight of each of the document content concepts and weights of one or more languages from different countries in the document;
- searching, by the one or more processors, in a region for data relevant to an object within a pattern in the document;
- determining, by the one or more processors, that the data lacks at least one of personal health information or personal credit information;
- classifying, by the one or more processors, the document based on the classification score and the data;
- and
- assigning, by the one or more processors, and based on the classifying, the document to at least one of a release report in response to the document being a valid document or an exemption report in response to the document being a rejected document.
A system comprising:
- one or more processors;
- and
- one or more tangible, non-transitory memories configured to communicate with the one or more processors,
- the one or more tangible, non-transitory memories having instructions stored thereon that, in response to execution by the one or more processors, cause the one or more processors to perform operations comprising:
- assigning, by the one or more processors, a weight to each of document content concepts determined from a bag of words in a document,
- wherein the document content concepts include synonyms to respective document content concepts, and
- wherein the synonyms include at least one of a wording variation, abbreviation or acronym of the document content concepts that is used to link the synonyms to the document content concepts;
- scoring, by the one or more processors, the document with a classification score based on the weight of each of the document content concepts and weights of one or more languages from different countries in the document;
- searching, by the one or more processors, in a region for data relevant to an object within a pattern in the document;
- determining, by the one or more processors, that the data lacks at least one of personal health information or personal credit information;
- classifying, by the one or more processors, the document based on the classification score and the data;
- and
- assigning, by the one or more processors, and based on the classifying, the document to at least one of a release report in response to the document being a valid document or an exemption report in response to the document being a rejected document.
Dependencies are inferred from the claim text.