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Are there any Fuzzy Search or String Similarity Functions libraries written for C#?
I am creating an application which will except user input of a Song or Artist or Album name and then will look through a String Array or ArrayList for any possible matches.
The auto suggestions will be calculated based on the match percentage.
For example
If user types link prk it should find Linkin Park
or Link 80
or Link Wray
but the match percentage will be different for all
Assume that the collection will only search for Artist names in Artist Collection and Song name in song collection.
(Percentage figures are just for explanation)
Linkin Park - 98%
Link Wray -82%
Link 80 - 62%
Solution does not have to be C# code, any regex or pseudo code will be good but should be implementable in C#.
Usually an implementation of the Levenshtein distance also called edit distance is used for this. This will find matches based on the minimum number of edits needed to transform one string into the other, counting all insertions, deletions, or substitutions of a single character as a measure for the "cost" - candidates are then strings that have the minimum cost.
Here's a link to an article with a generic implementation in C#.