SYSTEMS AND METHODS FOR GENERATING KNOWLEDGE GRAPHS AND TEXT SUMMARIES FROM DOCUMENT DATABASES

摘要

Systems and methods for generating knowledge graphs and text summaries from document databases are provided. In one embodiment, a system for generating knowledge graphs and text summaries includes: a device, including: a processor; and a memory containing a knowledge graph and text summary generating application, where the knowledge graph and text summary generating application directs the processor to: query a global network of biomedical relationships; construct a knowledge graph and a citation graph; apply processes to learn local context-based weights and compute summarizations; and provide results via a display.