Pluggable modules in a cascading learning system

摘要

A cascading learning system for semantic search is described including the generation, training and testing of a domain-specific module for a domain-specific search. One or more input elements and output elements are specified for the domain-specific module with reference to a domain that relates these elements together through data sets that include related metadata. The related metadata may include semantic terms that are incorporated into a contextual network applicable to the domain.

主权项

1. A method of providing domain-specific modules for domain-specific searches, the method comprising:
specifying one or more input elements and one or more output elements for a domain-specific search in a domain, the domain including data that relates the one or more input elements to the one or more output elements; identifying one or more related elements corresponding to metadata in the domain for the one or more input elements or output elements; determining a data set corresponding to the one or more input elements, output elements, and related elements in the domain; and using the data set, by utilizing at least one processor, to train and test a domain-specific module that relates the one or more input elements, output elements and related elements, the domain-specific module operating to receive input values for the one or more input elements and provide output values for the one or more output elements, and the output elements identifying a relevant document related to the domain, the relevant document corresponding to a domain-specific search result for a search defined by the input values.