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String Similarity Algorithms (Matching Percentage)

String Similarity Algorithms (Matching Percentage)

by Internal Labs

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Activity

Downloads

389

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Summary

Summary


Overview

Overview

This custom activity is composed of 7 string matching algorithms and 1 helper tool activity (string clean-up).

The following activities are included in the package:
· Damerau Levenshtein
· Dice Coefficient
· Hamming Distance
· Jaccard Similarity
· Jaro Distance
· Jaro Winkler
· Levenshtein
· String Clean-up (helper activity tool)

Features

Features

The usecases for the string-matching algorithms are varied and depend on specific requirements:
· Introduce recognition of similarity between strings.
· Compare texts and get the percentage of errors.
· Use the logic to ascertain deviation in similarity.
· Use more than one logic (algorithm) to exploit different capabilities.
· Use a combination of algorithms to achieve increased accuracy.
· Quick POCs to check viability of algorithmic usage or to move over to RPA++ (ML models etc).

Additional Information

Additional Information

Dependencies


Code Language

C#, Visual Basic

Runtime

Windows (.Net 5.0 or higher)

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