Website
http://dataportal.arc.gov.au/NCGP/API/grants/DP150101550
Funding Status
Closed
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Funded Activity Summary
Natural language processing for automated validation of protein databases. The project aims to use natural language processing and information retrieval to reconcile and improve sources of biological information. Biological research has produced vast volumes of information about proteins, captured in structured resources (databases) and unstructured documents. However, the accuracy of much of this information is questionable. The project proposes to develop methods to validate data and reduce the dramatic inconsistencies in protein information resources by leveraging observed correlations and complementarity between them, and specifically through targeted fact extraction from the biomedical literature. These methods will be applied at scale across millions of published articles, to infer and validate functional information.Funded Activity Details
Start Date: 2015
End Date: 12-2018
Funding Scheme: Discovery Projects
Funding Amount: $355,100.00
Funder: Australian Research Council
Research Topics
ANZSRC Field of Research (FoR)
Proteomics and Intermolecular Interactions (excl. Medical Proteomics) | Information Retrieval and Web Search | Artificial Intelligence and Image Processing | Natural Language Processing
ANZSRC Socio-Economic Objective (SEO)
Information Processing Services (incl. Data Entry and Capture) | Electronic Information Storage and Retrieval Services |
