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Data linkage algebra, data linkage dynamics, and priority rewriting [PDF]

Fundamenta Informaticae, 2013
We introduce an algebra of data linkages. Data linkages are intended for modelling the states of computations in which dynamic data structures are involved.
Bergstra, J. A., Middelburg, C. A.
core   +7 more sources

SLIM : Scalable Linkage of Mobility Data [PDF]

Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data, 2020
We present a scalable solution to link entities across mobility datasets using their spatio-temporal information. This is a fundamental problem in many applications such as linking user identities for security, understanding privacy limitations of ...
Atluri Gowtham, Basik Fuat, Corless Robert, E., Goga Oana, Kieu Tung, Reynolds Douglas A., Sharma Vishal   +7 more
core   +6 more sources

Blockchain Native Data Linkage [PDF]

Frontiers in Blockchain, 2021
Data providers holding sensitive medical data often need to exchange data pertaining to patients for whom they hold particular data. This involves requesting information from other providers to augment the data they hold. However, revealing the superset of identifiers for which a provider requires information can, in itself, leak sensitive private data.
Cunningham, James, Davidge, Gail, Davies, Nigel, Devaney, Sarah, Holm, Søren, Harding, Mike, Leeming, Gary, Neumann, Victoria, Ainsworth, John   +8 more
openaire   +4 more sources

Population Data Centre Profiles: Centre for Data Linkage

International Journal of Population Data Science, 2020
The Centre for Data Linkage (CDL) was established at Curtin University, Western Australia, to develop infrastructure to enable cross-jurisdictional record linkage in Australia.
James H Boyd, Sean Randall, Adrian P Brown, Max Maller, Davie Botes, Margo Gillies, Anna Ferrante   +6 more
doaj   +4 more sources

LINKAGE: Factors in selecting a data linkage approach [PDF]

International Journal of Population Data Science, 2019
Background The great benefits of linking health datasets for research in the public interest have long been demonstrated. More recently, we are seeing an increase in the availability of wider administrative data, such as employment, education and ...
Kerina Jones, David Ford
doaj   +3 more sources

[Good Practice Data Linkage].

Gesundheitswesen (Bundesverband der Arzte des Offentlichen Gesundheitsdienstes (Germany)), 2019
Individual data linkage of different data sources for research purposes is being increasingly used in Germany in recent years. However, generally accepted methodological guidance is missing. The aim of this article is to define such methodological standards for research projects. Another aim is to provide readers with a checklist for critical appraisal
Stefanie, March, Silke, Andrich, Johannes, Drepper, Dirk, Horenkamp-Sonntag, Andrea, Icks, Peter, Ihle, Joachim, Kieschke, Bianca, Kollhorst, Birga, Maier, Ingo, Meyer, Gabriele, Müller, Christoph, Ohlmeier, Dirk, Peschke, Adrian, Richter, Marie-Luise, Rosenbusch, Nadine, Scholten, Mandy, Schulz, Christoph, Stallmann, Enno, Swart, Stefanie, Wobbe-Ribinski, Antke, Wolter, Jan, Zeidler, Falk, Hoffmann   +22 more
openaire   +4 more sources

Linkage-Data Linear Regression [PDF]

Journal of the Royal Statistical Society Series A: Statistics in Society, 2020
AbstractData linkage is increasingly being used to combine data from different sources with the aim of identifying and bringing together records from separate files, which correspond to the same entities. Usually, data linkage is not a trivial procedure and linkage errors, false and missed links, are unavoidable.
Tuoto Tiziana, Zhang Li-Chun
openaire   +4 more sources

A blinded evaluation of privacy preserving record linkage with Bloom filters

BMC Medical Research Methodology, 2022
Background Privacy preserving record linkage (PPRL) methods using Bloom filters have shown promise for use in operational linkage settings. However real-world evaluations are required to confirm their suitability in practice.
Sean Randall, Helen Wichmann, Adrian Brown, James Boyd, Tom Eitelhuber, Alexandra Merchant, Anna Ferrante   +6 more
doaj   +1 more source

Population Data Centre Profile - The Western Australian Data Linkage Branch

International Journal of Population Data Science, 2020
Established in 1995, the Western Australian Data Linkage Branch (DLB) is Australia’s longest running data linkage agency. The Western Australian Data Linkage System (WADLS) employs an enduring linkage model spanning over 60 data collections supported by ...
Steve Hodges, Tom Eitelhuber, Alexandra Merchant, Janine Alan   +3 more
doaj   +1 more source

Supporting Transition from Out of Home Care to Adulthood: Linked Data Is Central to The Compass Social Impact Bond

International Journal of Population Data Science, 2020
The COMPASS program supports young people to successfully transition from Out of Home Care to adulthood. COMPASS is a social impact bond partnership between Victorian government, not-for-profit organisations and investors.
Sharon Williams, Mark Sipthorp, Nicholas Ivkovic, Alexander Inglis   +3 more
doaj   +1 more source