/tags/record-linkage/ Recent content in Record Linkage on Kailas Venkitasubramanian Hugo en Tue, 05 Oct 2021 00:00:00 +0000 /project/crdt-data-integration-project/ Tue, 05 Oct 2021 00:00:00 +0000 /project/crdt-data-integration-project/ <div id="" class="panelset"> <div class="panel"> <div class="panel-name">Summary</div> <p> <h5 id="background">Background <a href="#background"></a> </h5> <p>This is part of the <a href="/project/2022-03-02-isc-data-infrastructure-project/">CRDT Data Infrastructure project</a></p> <h5 id="objectives-and-scope">Objective(s) and Scope <a href="#objectives-and-scope"></a> </h5> <p>This project aims to develop improved data integration mechanisms for CRDT&rsquo;s data assets, ensuring accurate and consistent data integration. This involves the development of an entity resolution framework and the implementation of probabilistic record linkage techniques to enhance the CRDT&rsquo;s data integration processes.</p> <p>The project will start with a comprehensive review of CRDT&rsquo;s current data integration mechanisms and identification of areas for improvement. Based on this review, an entity resolution framework will be developed to ensure accurate identification of entities across different data sources. Probabilistic record linkage techniques will be implemented to link records from different data sources and provide a unified view of the data.</p>