Privacy-preserving record linkage for big data: Current approaches and research challenges

D Vatsalan, Z Sehili, P Christen, E Rahm - Handbook of big data …, 2017 - Springer
Abstract The growth of Big Data, especially personal data dispersed in multiple data
sources, presents enormous opportunities and insights for businesses to explore and …

Modern privacy-preserving record linkage techniques: An overview

A Gkoulalas-Divanis, D Vatsalan… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Record linkage is the challenging task of deciding which records, coming from disparate
data sources, refer to the same entity. Established back in 1946 by Halbert L. Dunn, the area …

The national healthcare system claims databases in France, SNIIRAM and EGB: powerful tools for pharmacoepidemiology

J Bezin, M Duong, R Lassalle, C Droz… - … and drug safety, 2017 - Wiley Online Library
The French health care system is based on universal coverage by one of several health care
insurance plans. The SNIIRAM database merges anonymous information of reimbursed …

[图书][B] The data matching process

P Christen, P Christen - 2012 - Springer
This chapter provides an overview of the data matching process, and describes the five
major steps involved in this process: data pre-processing (cleaning and standardisation) …

Data-Centric Systems and Applications

MJ Carey, S Ceri, P Bernstein, U Dayal, C Faloutsos… - Italy: Springer, 2006 - Springer
The rapid growth of the Web in the past two decades has made it the largest publicly
accessible data source in the world. Web mining aims to discover useful information or …

A taxonomy of privacy-preserving record linkage techniques

D Vatsalan, P Christen, VS Verykios - Information Systems, 2013 - Elsevier
The process of identifying which records in two or more databases correspond to the same
entity is an important aspect of data quality activities such as data pre-processing and data …

Linking sensitive data

P Christen, T Ranbaduge, R Schnell - Methods and techniques for …, 2020 - Springer
Sensitive personal data are created in many application domains, and there is now an
increasing demand to share, integrate, and link such data within and across organisations in …

Development of a database of health insurance claims: standardization of disease classifications and anonymous record linkage

S Kimura, T Sato, S Ikeda, M Noda… - Journal of …, 2010 - jstage.jst.go.jp
Background: Health insurance claims (ie, receipts) record patient health care treatments and
expenses and, although created for the health care payment system, are potentially useful …

Privacy preserving schema and data matching

M Scannapieco, I Figotin, E Bertino… - Proceedings of the 2007 …, 2007 - dl.acm.org
In many business scenarios, record matching is performed across different data sources with
the aim of identifying common information shared among these sources. However such …

[HTML][HTML] Privacy-preserving record linkage on large real world datasets

SM Randall, AM Ferrante, JH Boyd, JK Bauer… - Journal of biomedical …, 2014 - Elsevier
Record linkage typically involves the use of dedicated linkage units who are supplied with
personally identifying information to determine individuals from within and across datasets …