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Blocking and filtering techniques for entity resolution: A survey
Entity Resolution (ER), a core task of Data Integration, detects different entity profiles that
correspond to the same real-world object. Due to its inherently quadratic complexity, a series …
correspond to the same real-world object. Due to its inherently quadratic complexity, a series …
Blockchain-based privacy-preserving record linkage: enhancing data privacy in an untrusted environment
Abstract Privacy-Preserving Record Linkage (PPRL) intends to integrate private data from
several data sources held by different parties. Due to recent laws and regulations (eg …
several data sources held by different parties. Due to recent laws and regulations (eg …
Scaling entity resolution: A loosely schema-aware approach
In big data sources, real-world entities are typically represented with a variety of schemata
and formats (eg, relational records, JSON objects, etc.). Different profiles (ie …
and formats (eg, relational records, JSON objects, etc.). Different profiles (ie …
High-value token-blocking: efficient blocking method for record linkage
K O'hare, A Jurek-Loughrey… - ACM Transactions on …, 2021 - dl.acm.org
Data integration is an important component of Big Data analytics. One of the key challenges
in data integration is record linkage, that is, matching records that represent the same real …
in data integration is record linkage, that is, matching records that represent the same real …
Towards automatic privacy-preserving record linkage: A transfer learning based classification step
Abstract Privacy-Preserving Record Linkage (PPRL) intends to identify records that match
the same real-world entities across disparate data sources while preserving the privacy of …
the same real-world entities across disparate data sources while preserving the privacy of …
Incremental blocking for entity resolution over web streaming data
The widespread use of information systems has become a valuable source of semi-
structured data. In this context, Entity Resolution (ER) emerges as a fundamental task to …
structured data. In this context, Entity Resolution (ER) emerges as a fundamental task to …
A noise tolerant and schema-agnostic blocking technique for entity resolution
The increasing use of Web systems has become a valuable source of semi-structured data.
In this context, the Entity Resolution (ER) task emerges as a fundamental step to integrate …
In this context, the Entity Resolution (ER) task emerges as a fundamental step to integrate …