2024
DOI: 10.1038/s41598-024-63242-1
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An efficient learning based approach for automatic record deduplication with benchmark datasets

M Ravikanth,
Sampath Korra,
Gowtham Mamidisetti
et al.

Abstract: With technological innovations, enterprises in the real world are managing every iota of data as it can be mined to derive business intelligence (BI). However, when data comes from multiple sources, it may result in duplicate records. As data is given paramount importance, it is also significant to eliminate duplicate entities towards data integration, performance and resource optimization. To realize reliable systems for record deduplication, late, deep learning could offer exciting provisions with a learning… Show more

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