Linkage Projects - Grant ID: LP0453463

Funding Activity

Website
http://dataportal.arc.gov.au/NCGP/Web/Grant/Grant/LP0453463

Funding Status
Closed

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Funded Activity Summary

Investigation and Development of Parallel Large Scale Record Linkage Techniques. Record linkage aims at matching records of the same entity (like customer or patient) in large (administrative) databases. The outcomes of the proposed research will improve current techniques in terms of efficiency, accuracy and the need for human intervention. Through experimental studies and stochastic modelling the performance of traditional and new methods for data cleaning, standardisation and linkage will be assessed. The effect of the statistical dependency of attribute values will be studied. New methods using clustering for blocking large datasets, and predictive models including interaction terms will be implemented, analysed and evaluated on high-performance computers and office-based PC clusters.

Funded Activity Details

Start Date: 01-01-2004

End Date: 31-12-2007

Funding Scheme: Linkage Projects

Funding Amount: $100,668.00

Funder: Australian Research Council

Research Topics

ANZSRC Field of Research (FoR)

Analysis Of Algorithms And Complexity | Artificial Intelligence and Image Processing | Database Management | Pattern Recognition

ANZSRC Socio-Economic Objective (SEO)

Information processing services | Application packages | Evaluation of health outcomes |

Other Keywords

Analysis Of Algorithms And Complexity | Application packages | Artificial Intelligence and Image Processing | Database Management | Evaluation of health outcomes | Information processing services | Pattern Recognition

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