Oct 22, 2024 · In this paper, we propose a novel domain-independent technique for better reconciling the similar-duplicate records. We also introduce new ideas ...
The standard method for detecting exact duplicates is to sort the dataset and then to perform an exact matching with the neighbor records to determine whether ...
In this paper, we propose a novel domain-independent technique for better reconciling the similar-duplicate records. We also introduce new ideas for making ...
A novel domain-independent technique for better reconciling the similar-duplicate records is proposed and new ideas for making similar- DUplicate detection ...
PDF | On Dec 21, 2009, Kazi Shah Nawaz Ripon and others published A domain independent similar-duplicate detection algorithm for data cleaning | Find, ...
The detection of similar-duplicate records is a difficult task, especially when the records are domain-independent. In this paper, we propose a novel domain- ...
In this paper we study the problem of detecting records in a database that are duplicates of each other, but not necessarily textually identical. This is a ...
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Data mining algorithms generally assume that data will be clean and consistent. The detection of similar-duplicate records is a difficult task, ...
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The most predominant domain-independent algorithm for near-duplicate detection is that of Monge-Elkan (ME) [4,14]. This seminal work is based on stretching ...
1 Introduction In this paper we study the problem of detecting records in a database that are duplicates of each other, but not necessarily textually identical.