using System.Collections.Generic;
string source = "Represent a number of objects with a written numeral 0-20 (with 0 representing a count of no objects).";
string target = "Directly compare two objects with a measurable attribute in common, to see which object has \"more of\"/\"less of\" the attribute, and describe the difference.";
Console.WriteLine(CompareStrings(source, target));
Console.WriteLine(FuzzyString.ComparisonMetrics.JaccardDistance(source, target));
Console.WriteLine(FuzzyString.ComparisonMetrics.OverlapCoefficient(source, target));
Console.WriteLine(FuzzyString.ComparisonMetrics.RatcliffObershelpSimilarity(source, target));
Console.WriteLine(FuzzyString.ComparisonMetrics.SorensenDiceIndex(source, target));
Console.WriteLine(FuzzyString.ComparisonMetrics.TanimotoCoefficient(source, target));
public int ComputeLevenshteinDistance(string source, string target)
if ((source == null) || (target == null)) return 0;
if ((source.Length == 0) || (target.Length == 0)) return 0;
if (source == target) return source.Length;
int sourceWordCount = source.Length;
int targetWordCount = target.Length;
if (sourceWordCount == 0)
if (targetWordCount == 0)
int[,] distance = new int[sourceWordCount + 1, targetWordCount + 1];
for (int i = 0; i <= sourceWordCount; distance[i, 0] = i++) ;
for (int j = 0; j <= targetWordCount; distance[0, j] = j++) ;
for (int i = 1; i <= sourceWordCount; i++)
for (int j = 1; j <= targetWordCount; j++)
int cost = (target[j - 1] == source[i - 1]) ? 0 : 1;
distance[i, j] = Math.Min(Math.Min(distance[i - 1, j] + 1, distance[i, j - 1] + 1), distance[i - 1, j - 1] + cost);
return distance[sourceWordCount, targetWordCount];
public double CompareStrings(string source, string target)
if (source == null && target == null) return 1;
if (source == null && target == null) return 1;
if ((source == null) || (target == null)) return 0;
if ((source.Length == 0) || (target.Length == 0)) return 0;
if (source == target) return 1;
int stepsToSame = ComputeLevenshteinDistance(source, target);
double result = (1.0 - ((double)stepsToSame / (double)Math.Max(source.Length, target.Length)));