Automated literature reviews through text and data mining -meta data reviews Cochrane method aggregation of individual studies with Imperial College London

The information workload can be reduced when machine reading can provide literature summaries and overviews of new ideas. Professor Yi-Ke Guo, at Imperial College London, is using Elsevier data to understand the interaction between world knowledge and language via deep learning and natural language processing techniques. To accomplish this, a large set of documents is fed to a framework based on deep neural networks, which is then trained to make inferences about knowledge and create new documents based on vocabularies and ontologies provided by Professor Guo's Team.