What are some algorithms for comparing how similar two strings are?

What you’re looking for are called String Metric algorithms. There a significant number of them, many with similar characteristics. Among the more popular:

  • Levenshtein Distance : The minimum number of single-character edits required to change one word into the other. Strings do not have to be the same length
  • Hamming Distance : The number of characters that are different in two equal length strings.
  • Smith–Waterman : A family of algorithms for computing variable sub-sequence similarities.
  • Sørensen–Dice Coefficient : A similarity algorithm that computes difference coefficients of adjacent character pairs.

Have a look at these as well as others on the wiki page on the topic.

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