Efficient duplicate detection and the impact of transitivity

U Draisbach - 2022 - publishup.uni-potsdam.de
Duplicate detection describes the process of finding multiple representations of the same
real-world entity in the absence of a unique identifier, and has many application areas, such …

[PDF][PDF] Random forests algorithm based duplicate detection in on-site programming big data environment

Q Li, M Li, L Guo, Z Zhang - Journal of Information Hiding and …, 2020 - cdn.techscience.cn
On-site programming big data refers to the massive data generated in the process of
software development with the characteristics of real-time, complexity and high-difficulty for …

[PDF][PDF] PSOBER: PSO based entity resolution

Y Aassem, I Hafidi, H Khalfi… - … modeling and computing, 2021 - science.lpnu.ua
Entity Resolution is the task of map** the records within a database to their corresponding
entities. The entity resolution problem presents a lot of challenges because of the absence …

IGAEM: Improved Genetic Algorithm based Entity Matching

Y Aassem, I Hafidi, N Aboutabit - Journal of Physics: Conference …, 2021 - iopscience.iop.org
The presence of duplicate records is a major data quality concern in huge datasets. To
detect duplicates, entity matching is used as an essential step of the data cleaning process …

[PDF][PDF] An Extensible Block Scheme-Based Method for Entity Matching.

J Wang, H Ye, J Huang - DI2KG@ VLDB, 2020 - researchgate.net
Entity Resolution (ER) is to match data records from two or more data sources, by analyzing
their contents that describe identical entities in real-world [5], and it remains as a challenging …