Datasets:
ArXiv:
License:
| /* | |
| * To change this template, choose Tools | Templates | |
| * and open the template in the editor. | |
| */ | |
| package tool.sieves; | |
| import java.util.ArrayList; | |
| import java.util.List; | |
| import java.util.Map; | |
| import tool.util.Concept; | |
| import tool.util.Ling; | |
| import tool.util.Terminology; | |
| import tool.util.Util; | |
| /** | |
| * | |
| * @author | |
| */ | |
| public class StemmingSieve extends Sieve { | |
| public static String apply(Concept concept) { | |
| transformName(concept); | |
| return StemmingSieve.normalize(concept); | |
| } | |
| private static void transformName(Concept concept) { | |
| List<String> namesForTransformation = new ArrayList<>(concept.getNamesKnowledgeBase()); | |
| List<String> transformedNames = new ArrayList<>(); | |
| for (String nameForTransformation : namesForTransformation) { | |
| transformedNames = Util.setList(transformedNames, Ling.getStemmedPhrase(nameForTransformation)); | |
| } | |
| concept.setStemmedNamesKnowledgeBase(transformedNames); | |
| } | |
| public static String normalize(Concept concept) { | |
| for (String name : concept.getStemmedNamesKnowledgeBase()) { | |
| String cui = StemmingSieve.exactMatchSieve(name); | |
| if (!cui.equals("")) | |
| return cui; | |
| } | |
| return ""; | |
| } | |
| public static String exactMatchSieve(String name) { | |
| String cui = ""; | |
| //checks against names normalized by multi-pass sieve | |
| cui = getTerminologyNameCui(Terminology.getStemmedNormalizedNameToCuiListMap(), name); | |
| if (!cui.equals("")) | |
| return cui; | |
| //checks against names in training data | |
| cui = getTerminologyNameCui(Sieve.getTrainingDataTerminology().getStemmedNameToCuiListMap(), name); | |
| if (!cui.equals("")) | |
| return cui; | |
| //checks against names in dictionary | |
| cui = getTerminologyNameCui(Sieve.getStandardTerminology().getStemmedNameToCuiListMap(), name); | |
| return cui; | |
| } | |
| } | |