基本信息
源码名称:C# 字符串文本相似度比较的两种算法 附完整源码
源码大小:0.06M
文件格式:.zip
开发语言:C#
更新时间:2013-05-17
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源码介绍
算法一:
public class LevenshteinDistance { private static LevenshteinDistance _instance=null; public static LevenshteinDistance Instance { get { if (_instance == null) { return new LevenshteinDistance(); } return _instance; } } /// <summary> /// 取最小的一位数 /// </summary> /// <param name="first"></param> /// <param name="second"></param> /// <param name="third"></param> /// <returns></returns> public int LowerOfThree(int first, int second, int third) { int min = first; if (second < min) min = second; if (third < min) min = third; return min; } public int Levenshtein_Distance(string str1, string str2) { int[,] Matrix; int n=str1.Length; int m=str2.Length; int temp = 0; char ch1; char ch2; int i = 0; int j = 0; if (n ==0) { return m; } if (m == 0) { return n; } Matrix=new int[n 1,m 1]; for (i = 0; i <= n; i ) { //初始化第一列 Matrix[i,0] = i; } for (j = 0; j <= m; j ) { //初始化第一行 Matrix[0, j] = j; } for (i = 1; i <= n; i ) { ch1 = str1[i-1]; for (j = 1; j <= m; j ) { ch2 = str2[j-1]; if (ch1.Equals(ch2)) { temp = 0; } else { temp = 1; } Matrix[i,j] = LowerOfThree(Matrix[i - 1,j] 1, Matrix[i,j - 1] 1, Matrix[i - 1,j - 1] temp); } } for (i = 0; i <= n; i ) { for (j = 0; j <= m; j ) { Console.Write(" {0} ", Matrix[i, j]); } Console.WriteLine(""); } return Matrix[n, m]; } /// <summary> /// 计算字符串相似度 /// </summary> /// <param name="str1"></param> /// <param name="str2"></param> /// <returns></returns> public decimal LevenshteinDistancePercent(string str1,string str2) { int maxLenth = str1.Length > str2.Length ? str1.Length : str2.Length; int val = Levenshtein_Distance(str1, str2); return 1 - (decimal)val / maxLenth; } }
使用代码:
this.lbResult.Text = (LevenshteinDistance.Instance.LevenshteinDistancePercent(this.textBox1.Text, this.textBox2.Text) * 100).ToString();
算法二:
public string get_semblance_By_2words(string word1, string word2) { int re = 0; int maxLength; int i, l; List<string> tb1 = new List<string>(); List<string> tb2 = new List<string>(); i = 0; l = 1; maxLength = word1.Length; if (word1.Length < word2.Length) maxLength = word2.Length; while (l <= word1.Length) { while (i < word1.Length - 1) { if (i l > word1.Length) break; tb1.Add(word1.Substring(i, l)); i ; } i = 0; l ; } i = 0; l = 1; while (l <= word2.Length) { while (i < word2.Length - 1) { if (i l > word2.Length) break; tb2.Add(word2.Substring(i, l)); i ; } i = 0; l ; } foreach (string subStr in tb1) { int tempRe = 0; if (tb2.Contains(subStr)) { tempRe = subStr.Length * 100 / maxLength; if (tempRe > re) re = tempRe; if (tempRe == 100) break; } } return re.ToString() "%"; }