Methods and systems for automated semantic knowledge leveraging graph theoretic analysis and the inherent structure of communication

摘要

A system that processes a collection of one or more documents and thereby constructs a knowledge base is described. The system leverages innovative graph theoretical analysis of documents leveraging the inherent structure in communication. Through the generation of the automated knowledge base the system is able to provides intra-document analysis such as variable summarization and indexing, document key concepts, better filtering and relevance matching on a semantic level for documents, context dependant directories, document categorization, better basis for natural language processing, new knowledge and information through the amalgamation of the data (collection intelligence).