US 2026/0289127 A1 · CLASSIFICATION CODE PARSER

Abstract

A classification code parser and method can include: reading a classification code having a description; reading a required keyword, and a total number of keywords associated with the classification code; reading text of a note; tokenizing the text of the note to create a note token stream, the note token stream having a note token and a position of the note token within the note token stream; creating a keyword map including a total number of matched keywords; determining a match ratio from the total number of the matched keywords and the total number of the keywords; determining a proximity factor based on a shortest span of tokens within the note token stream containing all the matched keywords; and determining a strength of a match between the classification code and the note based on the match ratio being multiplied by the proximity factor.

Claims20

Dependent claims

A computing system, comprising:

memory that stores instructions:
and
one or more processors communicatively coupled to the memory and configured to execute the instructions to perform a process comprising:
tokenizing a portion of a text remaining after removing a first type of identified content to generate a sequence of tokens;
replacing one or more of the sequence of tokens with a corresponding synonym token to generate a stream of tokens;
mapping keywords of a set of keywords to the stream of tokens;
and
assigning a classification code to the text based on a match ratio generated based on the mapping.

5 more elements

Dependencies are inferred from the claim text.

Classification code parser

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Classification code parser

Life of this patent

Abstract

Claims20