Record Linkage Approaches in Big Data: A Comprehensive Review

SF Zahrae, C Ali, A Mohamed - 2024 International Conference …, 2024 - ieeexplore.ieee.org
Analyzing data and making the right decisions have become crucial objectives in various
domains. Record linkage is one of the most important processes for guaranteeing good data …

A probabilistic data fusion modeling approach for extracting true values from uncertain and conflicting attributes

A Jaradat, F Safieddine, A Deraman, O Ali… - Big Data and Cognitive …, 2022 - mdpi.com
Real-world data obtained from integrating heterogeneous data sources are often multi-
valued, uncertain, imprecise, error-prone, outdated, and have different degrees of accuracy …

Privacy-preserving data integration for health

L Trigiante - CEUR WORKSHOP PROCEEDINGS, 2023 - iris.unimore.it
The digital transformation of health processes has resulted in the collection of vast amounts
of health-related data that presents significant potential to support medical research projects …

BLAST2 An Efficient Technique for Loose Schema Information Extraction from Heterogeneous Big Data Sources

D Beneventano, S Bergamaschi, L Gagliardelli… - Journal of Data and …, 2020 - dl.acm.org
We present BLAST2, a novel technique to efficiently extract loose schema information, ie,
metadata that can serve as a surrogate of the schema alignment task within the Entity …

[Vision Paper] Privacy-Preserving Data Integration

L Trigiante, D Beneventano… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
The digital transformation of different processes and the resulting availability of vast amounts
of data describing people and their behaviors offer significant promise to advance multiple …

Un framework per l'analisi di big data con elevata eterogeneità all'interno di multistore

C Forresi - amslaurea.unibo.it
I big data sono caratterizzati dalle ben note 4v: volume, velocità, veracità e varietà.
Quest'ultima risulta di importanza critica nei sistemi schema-less, dove il concetto di schema …

Comparative Study of Record Linkage Approaches for Big Data

R MOHAMED, ELB Ali, N Eman… - Walailak Journal of …, 2021 - wjst.wu.ac.th
Record linkage is a challenging task for Big Data. This paper, hence, attempts to shed light
on record linkage approaches for Big Data by comparing three dimensions involving record …

Integração de Dados no Contexto de Acidentes de Trânsito: fundamentos e avaliação de algoritmos de clusterização no apoio à resolução de entidades

M Santiago, D Fernandes - 2020 - repositorio.ifpb.edu.br
Em ambientes de compartilhamento de dados, muitas aplicações podem requisitar acesso
integrado a diversas fontes de dados que são autônomas e heterogêneas. A …

Partage de données tenant compte des politiques de contrôles d'accès

J Agoun - 2021 - theses.hal.science
With the advent of recent information technologies and the increase in the amount of data,
more and more companies and organisations are cooperating through data sharing and …

[PDF][PDF] ALMA MATER STUDIORUM-UNIVERSITÀ DI BOLOGNA

SDISDIC TRAMITE - amslaurea.unibo.it
La Direttiva 2012/12/UE del Parlamento Europeo e del Consiglio del 19 aprile 2012, che
modifica la direttiva 2001/112/CE del Consiglio concernente i succhi di frutta e altri prodotti …