Sentence examples for large-scale knowledge from inspiring English sources

Large-scale knowledge representation is another.

In this study, we construct a large-scale knowledge graph, which integrates terms, documents, databases and other knowledge resources.

For that reason, it is important to develop computational tools that extract and synthesize information from natural language text with the aim of building large-scale knowledge bases.

Furthermore, the original extremely large-scale knowledge matrix can be efficiently decomposed into several simplified small-scale knowledge matrices through a binary state-action chain, while the continuous actions can be generated for continuous variables.

Since the UMLS is a large-scale knowledge base of the health care domain, it may contain homographs from domains other than that of AEFIs.

The Ingenuity Pathway Analysis (IPA) system is an extensively used (>1,300 peer-reviewed publications citing IPA; February 13 , 2009 pathway analysis system that includes a large-scale knowledge base (~2.2 million scientific findings and 235 canonical pathways; February 13 , 2009.

We also illustrate how such a framework can be incorporated within the signal detection workflow, refer to example applications of semantic technologies in drug safety and, finally, discuss this perspective in the scope of large-scale, knowledge-intensive signal detection.

A semantically-enriched framework can facilitate seamless access and use of different data sources and computational methods in an integrated fashion, bringing a new perspective for large-scale, knowledge-intensive signal detection.

Our research complements other efforts in the field, such as the OHDSI KB [ 63] and the SALUS semantic interoperability platform and tools [ 58], bringing a new perspective on large-scale, knowledge-intensive signal detection, and aspiring to increase efficiency, automation, support and collaboration for pharmacovigilance stakeholders.

kDLS provides a comprehensive solution for indexing the UMLS for very efficient large scale knowledge discovery.

To our knowledge, this is the first indexing scheme capable of supporting efficient large scale knowledge discovery on the UMLS as a whole.