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Implementation of various string similarity and distance algorithms: Levenshtein, Jaro-winkler, n-Gram, Q-Gram, Jaccard index, Longest Common Subsequence edit distance, cosine similarity...
/*
* The MIT License
*
* Copyright 2017 Thibault Debatty.
*
* Permission is hereby granted, free of charge, to any person obtaining a copy
* of this software and associated documentation files (the "Software"), to deal
* in the Software without restriction, including without limitation the rights
* to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
* copies of the Software, and to permit persons to whom the Software is
* furnished to do so, subject to the following conditions:
*
* The above copyright notice and this permission notice shall be included in
* all copies or substantial portions of the Software.
*
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
* THE SOFTWARE.
*/
package info.debatty.java.stringsimilarity.examples;
import info.debatty.java.stringsimilarity.Cosine;
import info.debatty.java.stringsimilarity.Damerau;
import info.debatty.java.stringsimilarity.Jaccard;
import info.debatty.java.stringsimilarity.JaroWinkler;
import info.debatty.java.stringsimilarity.Levenshtein;
import info.debatty.java.stringsimilarity.NGram;
import info.debatty.java.stringsimilarity.SorensenDice;
import info.debatty.java.stringsimilarity.interfaces.StringDistance;
import java.util.LinkedList;
/**
*
* @author Thibault Debatty
*/
public class nischay21 {
/**
* @param args the command line arguments
*/
public static void main(String[] args) {
String s1 = "MINI GRINDER KIT";
String s2 = "Weiler 13001 Mini Grinder Accessory Kit, For Use With Small Right Angle Grinders";
String s3 = "Milwaukee Video Borescope, Rotating Inspection Scope, Series: M-SPECTOR 360, 2.7 in 640 x 480 pixels High-Resolution LCD, Plastic, Black/Red";
LinkedList algos = new LinkedList();
algos.add(new JaroWinkler());
algos.add(new Levenshtein());
algos.add(new NGram());
algos.add(new Damerau());
algos.add(new Jaccard());
algos.add(new SorensenDice());
algos.add(new Cosine());
System.out.println("S1 vs S2");
for (StringDistance algo : algos) {
System.out.print(algo.getClass().getSimpleName() + " : ");
System.out.println(algo.distance(s1, s2));
}
System.out.println();
System.out.println("S1 vs S3");
for (StringDistance algo : algos) {
System.out.print(algo.getClass().getSimpleName() + " : ");
System.out.println(algo.distance(s1, s3));
}
System.out.println();
System.out.println("With .toLower()");
System.out.println("S1 vs S2");
for (StringDistance algo : algos) {
System.out.print(algo.getClass().getSimpleName() + " : ");
System.out.println(algo.distance(s1.toLowerCase(), s2.toLowerCase()));
}
System.out.println();
System.out.println("S1 vs S3");
for (StringDistance algo : algos) {
System.out.print(algo.getClass().getSimpleName() + " : ");
System.out.println(algo.distance(s1.toLowerCase(), s3.toLowerCase()));
}
System.out.println();
}
}