Abstract
In this paper, we summarize the results obtained while evaluating 44 similarity measures for text values, which represent real institutional customers data. These data come from a project conducted for a large financial institution in Poland. The similarity measures were assessed based on similarity values they returned and based on their execution times. To the best of our knowledge, it is the first report that evaluates such a large selection of different similarity measures.
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