Computer-Implemented System and Method for Providing Classification Suggestions via Concept Injection

摘要

A computer-implemented system and method for providing classification suggestions via concept injection is provided. Clusters of uncoded concepts are accessed. Each uncoded concept represents one or more documents including that concept. One or more uncoded concepts in one of the clusters is compared to a set of reference concepts. Each reference concept is associated with a classification code. One or more of the reference concepts most similar to the one or more uncoded concepts is placed into the cluster. A neighborhood is generated for one of the uncoded concepts in the cluster. The neighborhood includes at least one of the reference concepts placed in the cluster. One of the classification codes representative of the neighborhood of reference concepts is determined and provided as a suggestion for classification of the uncoded concept.

主权项

1. A computer-implemented system for providing classification suggestions via concept injection, comprising:
clusters of uncoded concepts, each uncoded concept representing one or more documents including that concept; and a processor to compare one or more of the uncoded concepts in one of the clusters to a set of reference concepts, each reference concept associated with a classification code, to identify and place one or more of the reference concepts most similar to the one or more uncoded concepts into the cluster, to generate a neighborhood for one of the uncoded concepts in the cluster, the neighborhood comprising at least one of the reference concepts placed in the cluster, to determine one of the classification codes representative of the neighborhood of reference concepts, and to provide as a suggestion for classification of the uncoded concept, the classification code of the neighborhood.