2023
DOI: 10.11591/ijeecs.v30.i3.pp1586-1595
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Improving the efficiency of clustering algorithm for duplicates detection

Abstract: Clustering method is a technique used for comparisons reduction between the candidates records in the duplicate detection process. The process of clustering records is affected by the quality of data. The more error-free the data, the more efficient the clustering algorithm, as data errors cause data to be placed in incorrect groups. Window algorithms suffer from the window size. The larger the window, the greater the number of unnecessary comparisons, and the smaller the window size may prevent the detection … Show more

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