translation map moved in json configuration, support for synonyms added in the configuration, now the configuration is argument of conditions, distancealgos and clusteringfunctions

dnet-pace-core/src/main/java/eu/dnetlib/pace/clustering/AbstractClusteringFunction.java

@@ -1,6 +1,7 @@
 package eu.dnetlib.pace.clustering;
 
 import eu.dnetlib.pace.common.AbstractPaceFunctions;
+import eu.dnetlib.pace.config.Config;
 import eu.dnetlib.pace.model.Field;
 import org.apache.commons.lang.StringUtils;
 
@@ -18,15 +19,15 @@ public abstract class AbstractClusteringFunction extends AbstractPaceFunctions i
 		this.params = params;
 	}
 
-	protected abstract Collection<String> doApply(String s);
+	protected abstract Collection<String> doApply(Config conf, String s);
 	
 	@Override
-	public Collection<String> apply(List<Field> fields) {
+	public Collection<String> apply(Config conf, List<Field> fields) {
 		return fields.stream().filter(f -> !f.isEmpty())
 				.map(Field::stringValue)
 				.map(this::normalize)
 				.map(s -> filterAllStopWords(s))
-				.map(this::doApply)
+				.map(s -> doApply(conf, s))
 				.map(c -> filterBlacklisted(c, ngramBlacklist))
 				.flatMap(c -> c.stream())
 				.filter(StringUtils::isNotBlank)

dnet-pace-core/src/main/java/eu/dnetlib/pace/clustering/Acronyms.java

@@ -6,6 +6,7 @@ import java.util.Set;
 import java.util.StringTokenizer;
 
 import com.google.common.collect.Sets;
+import eu.dnetlib.pace.config.Config;
 
 @ClusteringClass("acronyms")
 public class Acronyms extends AbstractClusteringFunction {
@@ -15,7 +16,7 @@ public class Acronyms extends AbstractClusteringFunction {
 	}
 
 	@Override
-	protected Collection<String> doApply(String s) {
+	protected Collection<String> doApply(Config conf, String s) {
 		return extractAcronyms(s, param("max"), param("minLen"), param("maxLen"));
 	}
 	

dnet-pace-core/src/main/java/eu/dnetlib/pace/clustering/ClusteringCombiner.java

@@ -13,15 +13,15 @@ import eu.dnetlib.pace.model.Field;
 public class ClusteringCombiner {
 
 	public static Collection<String> combine(final Document a, final Config conf) {
-		return new ClusteringCombiner().doCombine(a, conf.clusterings());
+		return new ClusteringCombiner().doCombine(a, conf);
 	}
 
-	private Collection<String> doCombine(final Document a, final List<ClusteringDef> defs) {
+	private Collection<String> doCombine(final Document a, final Config conf) {
 		final Collection<String> res = Sets.newLinkedHashSet();
-		for (final ClusteringDef cd : defs) {
+		for (final ClusteringDef cd : conf.clusterings()) {
 			for (final String fieldName : cd.getFields()) {
 				final Field values = a.values(fieldName);
-				res.addAll(cd.clusteringFunction().apply((List<Field>) values));
+				res.addAll(cd.clusteringFunction().apply(conf, (List<Field>) values));
 			}
 		}
 		return res;

dnet-pace-core/src/main/java/eu/dnetlib/pace/clustering/ClusteringFunction.java

@@ -4,11 +4,12 @@ import java.util.Collection;
 import java.util.List;
 import java.util.Map;
 
+import eu.dnetlib.pace.config.Config;
 import eu.dnetlib.pace.model.Field;
 
 public interface ClusteringFunction {
 	
-	public Collection<String> apply(List<Field> fields); 
+	public Collection<String> apply(Config config, List<Field> fields);
 	
 	public Map<String, Integer> getParams();
 

dnet-pace-core/src/main/java/eu/dnetlib/pace/clustering/ImmutableFieldValue.java

@@ -5,6 +5,7 @@ import java.util.List;
 import java.util.Map;
 
 import com.google.common.collect.Lists;
+import eu.dnetlib.pace.config.Config;
 
 @ClusteringClass("immutablefieldvalue")
 public class ImmutableFieldValue extends AbstractClusteringFunction {
@@ -14,7 +15,7 @@ public class ImmutableFieldValue extends AbstractClusteringFunction {
 	}
 
 	@Override
-	protected Collection<String> doApply(final String s) {
+	protected Collection<String> doApply(final Config conf, final String s) {
 		final List<String> res = Lists.newArrayList();
 
 		res.add(s);

dnet-pace-core/src/main/java/eu/dnetlib/pace/clustering/KeywordsClustering.java

@@ -1,6 +1,7 @@
 package eu.dnetlib.pace.clustering;
 
 import eu.dnetlib.pace.common.AbstractPaceFunctions;
+import eu.dnetlib.pace.config.Config;
 import eu.dnetlib.pace.model.Field;
 import org.apache.commons.lang.StringUtils;
 
@@ -15,10 +16,10 @@ public class KeywordsClustering extends AbstractClusteringFunction {
     }
 
     @Override
-    protected Collection<String> doApply(String s) {
+    protected Collection<String> doApply(final Config conf, String s) {
 
         //takes city codes and keywords codes without duplicates
-        Set<String> keywords = getKeywords(s, params.getOrDefault("windowSize", 4));
+        Set<String> keywords = getKeywords(s, conf.translationMap(), params.getOrDefault("windowSize", 4));
         Set<String> cities = getCities(s, params.getOrDefault("windowSize", 4));
 
         //list of combination to return as result
@@ -37,13 +38,13 @@ public class KeywordsClustering extends AbstractClusteringFunction {
     }
 
     @Override
-    public Collection<String> apply(List<Field> fields) {
+    public Collection<String> apply(final Config conf, List<Field> fields) {
         return fields.stream().filter(f -> !f.isEmpty())
                 .map(Field::stringValue)
                 .map(this::cleanup) //TODO can I add this to the AbstractClusteringFunction without overriding the method here?
                 .map(this::normalize)
                 .map(s -> filterAllStopWords(s))
-                .map(this::doApply)
+                .map(s -> doApply(conf, s))
                 .map(c -> filterBlacklisted(c, ngramBlacklist))
                 .flatMap(c -> c.stream())
                 .filter(StringUtils::isNotBlank)

dnet-pace-core/src/main/java/eu/dnetlib/pace/clustering/LowercaseClustering.java

@@ -6,6 +6,7 @@ import java.util.Map;
 
 import com.google.common.collect.Lists;
 import com.google.common.collect.Sets;
+import eu.dnetlib.pace.config.Config;
 import eu.dnetlib.pace.model.Field;
 import org.apache.commons.lang.StringUtils;
 
@@ -17,16 +18,16 @@ public class LowercaseClustering extends AbstractClusteringFunction {
 	}
 
 	@Override
-	public Collection<String> apply(List<Field> fields) {
+	public Collection<String> apply(Config conf, List<Field> fields) {
 		Collection<String> c = Sets.newLinkedHashSet();
 		for(Field f : fields) {
-			c.addAll(doApply(f.stringValue()));
+			c.addAll(doApply(conf, f.stringValue()));
 		}
 		return c;
 	}
 
 	@Override
-	protected Collection<String> doApply(final String s) {
+	protected Collection<String> doApply(final Config conf, final String s) {
 		if(StringUtils.isBlank(s)) {
 			return Lists.newArrayList();
 		}

dnet-pace-core/src/main/java/eu/dnetlib/pace/clustering/NgramPairs.java

@@ -6,6 +6,7 @@ import java.util.List;
 import java.util.Map;
 
 import com.google.common.collect.Lists;
+import eu.dnetlib.pace.config.Config;
 
 @ClusteringClass("ngrampairs")
 public class NgramPairs extends Ngrams {
@@ -15,7 +16,7 @@ public class NgramPairs extends Ngrams {
 	}
 	
 	@Override
-	protected Collection<String> doApply(String s) {
+	protected Collection<String> doApply(Config conf, String s) {
 		return ngramPairs(Lists.newArrayList(getNgrams(s, param("ngramLen"), param("max") * 2, 1, 2)), param("max"));
 	}
 

dnet-pace-core/src/main/java/eu/dnetlib/pace/clustering/Ngrams.java

@@ -1,5 +1,7 @@
 package eu.dnetlib.pace.clustering;
 
+import eu.dnetlib.pace.config.Config;
+
 import java.util.*;
 
 @ClusteringClass("ngrams")
@@ -10,7 +12,7 @@ public class Ngrams extends AbstractClusteringFunction {
 	}
 
 	@Override
-	protected Collection<String> doApply(String s) {
+	protected Collection<String> doApply(Config conf, String s) {
 		return getNgrams(s, param("ngramLen"), param("max"), param("maxPerToken"), param("minNgramLen"));
 	}
 

dnet-pace-core/src/main/java/eu/dnetlib/pace/clustering/PersonClustering.java

@@ -2,6 +2,7 @@ package eu.dnetlib.pace.clustering;
 
 import com.google.common.collect.Sets;
 import eu.dnetlib.pace.common.AbstractPaceFunctions;
+import eu.dnetlib.pace.config.Config;
 import eu.dnetlib.pace.model.Field;
 import eu.dnetlib.pace.model.Person;
 import org.apache.commons.lang.StringUtils;
@@ -23,7 +24,7 @@ public class PersonClustering extends AbstractPaceFunctions implements Clusterin
 	}
 
 	@Override
-	public Collection<String> apply(final List<Field> fields) {
+	public Collection<String> apply(final Config conf, final List<Field> fields) {
 		final Set<String> hashes = Sets.newHashSet();
 
 		for (final Field f : fields) {

dnet-pace-core/src/main/java/eu/dnetlib/pace/clustering/PersonHash.java

@@ -6,6 +6,7 @@ import java.util.Map;
 
 import com.google.common.collect.Lists;
 
+import eu.dnetlib.pace.config.Config;
 import eu.dnetlib.pace.model.Person;
 
 @ClusteringClass("personhash")
@@ -18,7 +19,7 @@ public class PersonHash extends AbstractClusteringFunction {
 	}
 
 	@Override
-	protected Collection<String> doApply(final String s) {
+	protected Collection<String> doApply(final Config conf, final String s) {
 		final List<String> res = Lists.newArrayList();
 
 		final boolean aggressive = (Boolean) (getParams().containsKey("aggressive") ? getParams().get("aggressive") : DEFAULT_AGGRESSIVE);

dnet-pace-core/src/main/java/eu/dnetlib/pace/clustering/RandomClusteringFunction.java

@@ -1,5 +1,7 @@
 package eu.dnetlib.pace.clustering;
 
+import eu.dnetlib.pace.config.Config;
+
 import java.util.Collection;
 import java.util.Map;
 
@@ -10,7 +12,7 @@ public class RandomClusteringFunction extends AbstractClusteringFunction {
 	}
 
 	@Override
-	protected Collection<String> doApply(String s) {
+	protected Collection<String> doApply(final Config conf, String s) {
 		// TODO Auto-generated method stub
 		return null;
 	}

dnet-pace-core/src/main/java/eu/dnetlib/pace/clustering/SortedNgramPairs.java

@@ -5,6 +5,7 @@ import java.util.*;
 import com.google.common.base.Joiner;
 import com.google.common.base.Splitter;
 import com.google.common.collect.Lists;
+import eu.dnetlib.pace.config.Config;
 
 @ClusteringClass("sortedngrampairs")
 public class SortedNgramPairs extends NgramPairs {
@@ -14,7 +15,7 @@ public class SortedNgramPairs extends NgramPairs {
 	}
 
 	@Override
-	protected Collection<String> doApply(String s) {
+	protected Collection<String> doApply(Config conf, String s) {
 
 		final List<String> tokens = Lists.newArrayList(Splitter.on(" ").omitEmptyStrings().trimResults().split(s));
 

dnet-pace-core/src/main/java/eu/dnetlib/pace/clustering/SpaceTrimmingFieldValue.java

@@ -4,6 +4,7 @@ import java.util.Collection;
 import java.util.List;
 import java.util.Map;
 
+import eu.dnetlib.pace.config.Config;
 import org.apache.commons.lang.RandomStringUtils;
 import org.apache.commons.lang.StringUtils;
 
@@ -17,7 +18,7 @@ public class SpaceTrimmingFieldValue extends AbstractClusteringFunction {
 	}
 
 	@Override
-	protected Collection<String> doApply(final String s) {
+	protected Collection<String> doApply(final Config conf, final String s) {
 		final List<String> res = Lists.newArrayList();
 
 		res.add(StringUtils.isBlank(s) ? RandomStringUtils.random(getParams().get("randomLength")) : s.toLowerCase().replaceAll("\\s+", ""));

dnet-pace-core/src/main/java/eu/dnetlib/pace/clustering/SuffixPrefix.java

@@ -5,6 +5,7 @@ import java.util.Map;
 import java.util.Set;
 
 import com.google.common.collect.Sets;
+import eu.dnetlib.pace.config.Config;
 
 @ClusteringClass("suffixprefix")
 public class SuffixPrefix extends AbstractClusteringFunction {
@@ -14,7 +15,7 @@ public class SuffixPrefix extends AbstractClusteringFunction {
 	}
 
 	@Override
-	protected Collection<String> doApply(String s) {
+	protected Collection<String> doApply(Config conf, String s) {
 		return suffixPrefix(s, param("len"), param("max"));
 	}
 	

dnet-pace-core/src/main/java/eu/dnetlib/pace/clustering/UrlClustering.java

@@ -1,6 +1,7 @@
 package eu.dnetlib.pace.clustering;
 
 import eu.dnetlib.pace.common.AbstractPaceFunctions;
+import eu.dnetlib.pace.config.Config;
 import eu.dnetlib.pace.model.Field;
 
 import java.net.MalformedURLException;
@@ -21,7 +22,7 @@ public class UrlClustering extends AbstractPaceFunctions implements ClusteringFu
     }
 
     @Override
-    public Collection<String> apply(List<Field> fields) {
+    public Collection<String> apply(final Config conf, List<Field> fields) {
         try {
             return fields.stream()
                     .filter(f -> !f.isEmpty())

dnet-pace-core/src/main/java/eu/dnetlib/pace/common/AbstractPaceFunctions.java

@@ -13,6 +13,8 @@ import org.apache.commons.collections.CollectionUtils;
 import org.apache.commons.io.IOUtils;
 import org.apache.commons.lang.StringUtils;
 
+import java.io.IOException;
+import java.io.StringWriter;
 import java.text.Normalizer;
 import java.util.*;
 import java.util.regex.Matcher;
@@ -327,12 +329,17 @@ public abstract class AbstractPaceFunctions {
 		return codes;
 	}
 
-	public Set<String> getKeywords(String s1, int windowSize) {
-		return getKeywords(s1, translationMap, windowSize);
-	}
-
 	public Set<String> getCities(String s1, int windowSize) {
 		return getKeywords(s1, cityMap, windowSize);
 	}
 
+	public static <T> String readFromClasspath(final String filename, final Class<T> clazz) {
+		final StringWriter sw = new StringWriter();
+		try {
+			IOUtils.copy(clazz.getResourceAsStream(filename), sw);
+			return sw.toString();
+		} catch (final IOException e) {
+			throw new RuntimeException("cannot load resource from classpath: " + filename);
+		}
+	}
 }

dnet-pace-core/src/main/java/eu/dnetlib/pace/condition/AbstractCondition.java

@@ -2,6 +2,7 @@ package eu.dnetlib.pace.condition;
 
 import java.util.List;
 import eu.dnetlib.pace.common.AbstractPaceFunctions;
+import eu.dnetlib.pace.config.Config;
 import eu.dnetlib.pace.distance.eval.ConditionEval;
 import eu.dnetlib.pace.distance.eval.ConditionEvalMap;
 import eu.dnetlib.pace.model.Document;
@@ -25,10 +26,10 @@ public abstract class AbstractCondition extends AbstractPaceFunctions implements
 		this.fields = fields;
 	}
 
-	protected abstract ConditionEval verify(FieldDef fd, Field a, Field b);
+	protected abstract ConditionEval verify(FieldDef fd, Field a, Field b, Config conf);
 
 	@Override
-	public ConditionEvalMap verify(final Document a, final Document b) {
+	public ConditionEvalMap verify(final Document a, final Document b, final Config conf) {
 		final ConditionEvalMap res = new ConditionEvalMap();
 		for (final FieldDef fd : getFields()) {
 
@@ -36,12 +37,12 @@ public abstract class AbstractCondition extends AbstractPaceFunctions implements
 			final Field vb = b.values(fd.getName());
 
 			if (fd.isIgnoreMissing()) {
-				res.put(fd.getName(), verify(fd, va, vb));
+				res.put(fd.getName(), verify(fd, va, vb, conf));
 			} else {
 				if (va.isEmpty() || vb.isEmpty()) {
 					res.put(fd.getName(), new ConditionEval(cond, va, vb, -1));
 				} else {
-					res.put(fd.getName(), verify(fd, va, vb));
+					res.put(fd.getName(), verify(fd, va, vb, conf));
 				}
 			}
 		}

dnet-pace-core/src/main/java/eu/dnetlib/pace/condition/AlwaysTrueCondition.java

@@ -1,6 +1,8 @@
 package eu.dnetlib.pace.condition;
 
 import java.util.List;
+
+import eu.dnetlib.pace.config.Config;
 import eu.dnetlib.pace.distance.eval.ConditionEval;
 import eu.dnetlib.pace.model.Field;
 import eu.dnetlib.pace.model.FieldDef;
@@ -18,7 +20,7 @@ public class AlwaysTrueCondition extends AbstractCondition {
 	}
 
 	@Override
-	protected ConditionEval verify(final FieldDef fd, final Field a, final Field b) {
+	protected ConditionEval verify(final FieldDef fd, final Field a, final Field b, final Config conf) {
 		return new ConditionEval(cond, a, b, 1);
 	}
 

dnet-pace-core/src/main/java/eu/dnetlib/pace/condition/ConditionAlgo.java

@@ -1,6 +1,8 @@
 package eu.dnetlib.pace.condition;
 
 import java.util.List;
+
+import eu.dnetlib.pace.config.Config;
 import eu.dnetlib.pace.distance.eval.ConditionEvalMap;
 import eu.dnetlib.pace.model.Document;
 import eu.dnetlib.pace.model.FieldDef;
@@ -22,6 +24,6 @@ public interface ConditionAlgo {
 	 * @return 0 when condition cannot be verified (ignoremissing = true). Positive int when the condition is verified. Negative int when
 	 *         the condition is not verified.
 	 */
-	public abstract ConditionEvalMap verify(Document a, Document b);
+	public abstract ConditionEvalMap verify(Document a, Document b, Config conf);
 
 }

dnet-pace-core/src/main/java/eu/dnetlib/pace/condition/ExactMatch.java

@@ -2,6 +2,7 @@ package eu.dnetlib.pace.condition;
 
 import java.util.List;
 
+import eu.dnetlib.pace.config.Config;
 import eu.dnetlib.pace.distance.eval.ConditionEval;
 import eu.dnetlib.pace.model.Field;
 import eu.dnetlib.pace.model.FieldDef;
@@ -20,7 +21,7 @@ public class ExactMatch extends AbstractCondition {
 	}
 
 	@Override
-	protected ConditionEval verify(final FieldDef fd, final Field a, final Field b) {
+	protected ConditionEval verify(final FieldDef fd, final Field a, final Field b, final Config conf) {
 
 		final String fa = getValue(a);
 		final String fb = getValue(b);

dnet-pace-core/src/main/java/eu/dnetlib/pace/condition/ExactMatchIgnoreCase.java

@@ -2,6 +2,7 @@ package eu.dnetlib.pace.condition;
 
 import java.util.List;
 
+import eu.dnetlib.pace.config.Config;
 import eu.dnetlib.pace.distance.eval.ConditionEval;
 import eu.dnetlib.pace.model.Field;
 import eu.dnetlib.pace.model.FieldDef;
@@ -20,7 +21,7 @@ public class ExactMatchIgnoreCase extends AbstractCondition {
 	}
 
 	@Override
-	protected ConditionEval verify(final FieldDef fd, final Field a, final Field b) {
+	protected ConditionEval verify(final FieldDef fd, final Field a, final Field b, final Config conf) {
 
 		final String fa = getValue(a);
 		final String fb = getValue(b);

dnet-pace-core/src/main/java/eu/dnetlib/pace/condition/MustBeDifferent.java

@@ -3,6 +3,7 @@ package eu.dnetlib.pace.condition;
 import java.util.List;
 
 import com.google.common.collect.Iterables;
+import eu.dnetlib.pace.config.Config;
 import eu.dnetlib.pace.distance.eval.ConditionEval;
 import eu.dnetlib.pace.model.Field;
 import eu.dnetlib.pace.model.FieldDef;
@@ -30,7 +31,8 @@ public class MustBeDifferent extends AbstractCondition {
 	 * @see eu.dnetlib.pace.condition.AbstractCondition#verify(eu.dnetlib.pace.model.FieldDef, java.util.List, java.util.List)
 	 */
 	@Override
-	protected ConditionEval verify(final FieldDef fd, final Field a, final Field b) {
+	protected ConditionEval verify(final FieldDef fd, final Field a, final Field b, final Config conf)
+	{
 
 		final String fa = getValue(a);
 		final String fb = getValue(b);

dnet-pace-core/src/main/java/eu/dnetlib/pace/condition/PidMatch.java

@@ -6,6 +6,7 @@ import java.util.Set;
 import java.util.stream.Collectors;
 
 import com.google.common.collect.Sets;
+import eu.dnetlib.pace.config.Config;
 import eu.dnetlib.pace.distance.eval.ConditionEval;
 import eu.dnetlib.pace.model.Field;
 import eu.dnetlib.pace.model.FieldDef;
@@ -29,7 +30,8 @@ public class PidMatch extends AbstractCondition {
 	}
 
 	@Override
-	protected ConditionEval verify(final FieldDef fd, final Field a, final Field b) {
+	protected ConditionEval verify(final FieldDef fd, final Field a, final Field b, final Config conf
+	) {
 
 		final List<String> sa = ((FieldList) a).stringList();
 		final List<String> sb = ((FieldList) b).stringList();

dnet-pace-core/src/main/java/eu/dnetlib/pace/condition/SizeMatch.java

@@ -4,6 +4,7 @@ import java.util.List;
 
 import com.google.common.collect.Iterables;
 
+import eu.dnetlib.pace.config.Config;
 import eu.dnetlib.pace.distance.eval.ConditionEval;
 import eu.dnetlib.pace.model.Field;
 import eu.dnetlib.pace.model.FieldDef;
@@ -32,7 +33,7 @@ public class SizeMatch extends AbstractCondition {
 	 * @see eu.dnetlib.pace.condition.AbstractCondition#verify(eu.dnetlib.pace.model.FieldDef, java.util.List, java.util.List)
 	 */
 	@Override
-	protected ConditionEval verify(final FieldDef fd, final Field a, final Field b) {
+	protected ConditionEval verify(final FieldDef fd, final Field a, final Field b, final Config conf) {
 
 		// if (a.isEmpty() & b.isEmpty()) return 1;
 		//

dnet-pace-core/src/main/java/eu/dnetlib/pace/condition/TitleVersionMatch.java

@@ -2,6 +2,7 @@ package eu.dnetlib.pace.condition;
 
 import java.util.List;
 
+import eu.dnetlib.pace.config.Config;
 import eu.dnetlib.pace.distance.eval.ConditionEval;
 import eu.dnetlib.pace.model.Field;
 import eu.dnetlib.pace.model.FieldDef;
@@ -20,7 +21,7 @@ public class TitleVersionMatch extends AbstractCondition {
 	}
 
 	@Override
-	protected ConditionEval verify(final FieldDef fd, final Field a, final Field b) {
+	protected ConditionEval verify(final FieldDef fd, final Field a, final Field b, final Config conf) {
 		final String valueA = getFirstValue(a);
 		final String valueB = getFirstValue(b);
 

dnet-pace-core/src/main/java/eu/dnetlib/pace/condition/YearMatch.java

@@ -3,6 +3,7 @@ package eu.dnetlib.pace.condition;
 import java.time.Year;
 import java.util.List;
 
+import eu.dnetlib.pace.config.Config;
 import eu.dnetlib.pace.distance.eval.ConditionEval;
 import org.apache.commons.lang.StringUtils;
 
@@ -34,7 +35,7 @@ public class YearMatch extends AbstractCondition {
 	// }
 
 	@Override
-	protected ConditionEval verify(final FieldDef fd, final Field a, final Field b) {
+	protected ConditionEval verify(final FieldDef fd, final Field a, final Field b, final Config conf) {
 		final String valueA = getNumbers(getFirstValue(a));
 		final String valueB = getNumbers(getFirstValue(b));
 

dnet-pace-core/src/main/java/eu/dnetlib/pace/config/Config.java

@@ -56,4 +56,6 @@ public interface Config {
 	 */
 	public Map<String, List<String>> blacklists();
 
+
+	public Map<String, String> translationMap();
 }

dnet-pace-core/src/main/java/eu/dnetlib/pace/config/DedupConfig.java

@@ -55,6 +55,7 @@ public class DedupConfig implements Config, Serializable {
 		try {
 			config = new ObjectMapper().readValue(json, DedupConfig.class);
 			config.getPace().initModel();
+			config.getPace().initTranslationMap();
 			return config;
 		} catch (IOException e) {
 			throw new PaceException("Error in parsing configuration json", e);
@@ -144,4 +145,9 @@ public class DedupConfig implements Config, Serializable {
 		return getPace().getBlacklists();
 	}
 
+	@Override
+	public Map<String, String> translationMap() {
+		return getPace().translationMap();
+	}
+
 }

dnet-pace-core/src/main/java/eu/dnetlib/pace/config/PaceConfig.java

@@ -22,6 +22,10 @@ public class PaceConfig implements Serializable {
 	private List<CondDef> conditions;
 	private List<ClusteringDef> clustering;
 	private Map<String, List<String>> blacklists;
+	private Map<String, List<String>> synonyms;
+
+	@JsonIgnore
+	private Map<String, String> translationMap;
 
 	@JsonIgnore
 	private Map<String, FieldDef> modelMap;
@@ -33,11 +37,24 @@ public class PaceConfig implements Serializable {
 
 	public void initModel() {
 		modelMap = Maps.newHashMap();
-		for(FieldDef fd : getModel()) {
+		for (FieldDef fd : getModel()) {
 			modelMap.put(fd.getName(), fd);
 		}
 	}
 
+	public void initTranslationMap(){
+		translationMap = Maps.newHashMap();
+		for (String key : synonyms.keySet()) {
+			for (String term : synonyms.get(key)){
+				translationMap.put(term.toLowerCase(), key);
+			}
+		}
+	}
+
+	public Map<String, String> translationMap(){
+		return translationMap;
+	}
+
 	public List<FieldDef> getModel() {
 		return model;
 	}
@@ -88,6 +105,14 @@ public class PaceConfig implements Serializable {
 		this.blacklists = blacklists;
 	}
 
+	public Map<String, List<String>> getSynonyms() {
+		return synonyms;
+	}
+
+	public void setSynonyms(Map<String, List<String>> synonyms) {
+		this.synonyms = synonyms;
+	}
+
 	public Map<String, FieldDef> getModelMap() {
 		return modelMap;
 	}

dnet-pace-core/src/main/java/eu/dnetlib/pace/distance/DistanceAlgo.java

@@ -1,5 +1,6 @@
 package eu.dnetlib.pace.distance;
 
+import eu.dnetlib.pace.config.Config;
 import eu.dnetlib.pace.model.Field;
 
 import java.util.Map;
@@ -10,7 +11,7 @@ import java.util.Map;
  */
 public interface DistanceAlgo {
 
-	public abstract double distance(Field a, Field b);
+	public abstract double distance(Field a, Field b, Config conf);
 
 	public double getWeight();
 

dnet-pace-core/src/main/java/eu/dnetlib/pace/distance/DistanceScorer.java

@@ -49,7 +49,7 @@ public class DistanceScorer {
 		final ConditionEvalMap res = new ConditionEvalMap();
 
 		for (final ConditionAlgo cd : conditions) {
-			final ConditionEvalMap map = cd.verify(a, b);
+			final ConditionEvalMap map = cd.verify(a, b, config);
 			res.mergeFrom(map);
 
 			// commented out shortcuts
@@ -82,7 +82,7 @@ public class DistanceScorer {
 				}
 			} else {
 				if (va.getType().equals(vb.getType())) {
-					de.setDistance(w * fd.distanceAlgo().distance(va, vb));
+					de.setDistance(w * fd.distanceAlgo().distance(va, vb, config));
 				} else {
 					throw new PaceException(String.format("Types are different: %s:%s - %s:%s", va, va.getType(), vb, vb.getType()));
 				}

dnet-pace-core/src/main/java/eu/dnetlib/pace/distance/SecondStringDistanceAlgo.java

@@ -7,6 +7,7 @@ import java.util.Map;
 import com.wcohen.ss.AbstractStringDistance;
 
 import eu.dnetlib.pace.common.AbstractPaceFunctions;
+import eu.dnetlib.pace.config.Config;
 import eu.dnetlib.pace.config.Type;
 import eu.dnetlib.pace.model.Field;
 import eu.dnetlib.pace.model.FieldList;
@@ -69,7 +70,7 @@ public abstract class SecondStringDistanceAlgo extends AbstractPaceFunctions imp
 	 *            the b
 	 * @return the double
 	 */
-	public double distance(final String a, final String b) {
+	public double distance(final String a, final String b, final Config conf) {
 		double score = ssalgo.score(a, b);
 		return normalize(score);
 	}
@@ -83,8 +84,8 @@ public abstract class SecondStringDistanceAlgo extends AbstractPaceFunctions imp
 	 *            the b
 	 * @return the double
 	 */
-	protected double distance(final List<String> a, final List<String> b) {
+	protected double distance(final List<String> a, final List<String> b, final Config conf) {
-		return distance(concat(a), concat(b));
+		return distance(concat(a), concat(b), conf);
 	}
 
 	/*
@@ -93,9 +94,9 @@ public abstract class SecondStringDistanceAlgo extends AbstractPaceFunctions imp
 	 * @see eu.dnetlib.pace.distance.DistanceAlgo#distance(eu.dnetlib.pace.model.Field, eu.dnetlib.pace.model.Field)
 	 */
 	@Override
-	public double distance(final Field a, final Field b) {
+	public double distance(final Field a, final Field b,  final Config conf) {
-		if (a.getType().equals(Type.String) && b.getType().equals(Type.String)) return distance(a.stringValue(), b.stringValue());
+		if (a.getType().equals(Type.String) && b.getType().equals(Type.String)) return distance(a.stringValue(), b.stringValue(), conf);
-		if (a.getType().equals(Type.List) && b.getType().equals(Type.List)) return distance(toList(a), toList(b));
+		if (a.getType().equals(Type.List) && b.getType().equals(Type.List)) return distance(toList(a), toList(b), conf);
 
 		throw new IllegalArgumentException("invalid types\n- A: " + a.toString() + "\n- B: " + b.toString());
 	}

dnet-pace-core/src/main/java/eu/dnetlib/pace/distance/algo/AlwaysMatch.java

@@ -1,6 +1,7 @@
 package eu.dnetlib.pace.distance.algo;
 
 import com.wcohen.ss.AbstractStringDistance;
+import eu.dnetlib.pace.config.Config;
 import eu.dnetlib.pace.distance.DistanceClass;
 import eu.dnetlib.pace.distance.SecondStringDistanceAlgo;
 
@@ -22,7 +23,7 @@ public class AlwaysMatch extends SecondStringDistanceAlgo {
 	}
 
 	@Override
-	public double distance(final String a, final String b) {
+	public double distance(final String a, final String b, final Config conf) {
 		return 1.0;
 	}
 

dnet-pace-core/src/main/java/eu/dnetlib/pace/distance/algo/ExactMatch.java

@@ -1,6 +1,7 @@
 package eu.dnetlib.pace.distance.algo;
 
 import com.wcohen.ss.AbstractStringDistance;
+import eu.dnetlib.pace.config.Config;
 import eu.dnetlib.pace.distance.DistanceClass;
 import eu.dnetlib.pace.distance.SecondStringDistanceAlgo;
 
@@ -22,7 +23,7 @@ public class ExactMatch extends SecondStringDistanceAlgo {
 	}
 
 	@Override
-	public double distance(final String a, final String b) {
+	public double distance(final String a, final String b, final Config conf) {
 		return a.equals(b) ? 1.0 : 0;
 	}
 

dnet-pace-core/src/main/java/eu/dnetlib/pace/distance/algo/JaroWinkler.java

@@ -1,6 +1,7 @@
 package eu.dnetlib.pace.distance.algo;
 
 import com.wcohen.ss.AbstractStringDistance;
+import eu.dnetlib.pace.config.Config;
 import eu.dnetlib.pace.distance.DistanceClass;
 import eu.dnetlib.pace.distance.SecondStringDistanceAlgo;
 
@@ -24,7 +25,7 @@ public class JaroWinkler extends SecondStringDistanceAlgo {
 	}
 	
 	@Override
-	public double distance(String a, String b) {
+	public double distance(String a, String b, final Config conf) {
 		String ca = cleanup(a);
 		String cb = cleanup(b);
 

dnet-pace-core/src/main/java/eu/dnetlib/pace/distance/algo/JaroWinklerNormalizedName.java

@@ -2,6 +2,7 @@ package eu.dnetlib.pace.distance.algo;
 
 import com.wcohen.ss.AbstractStringDistance;
 import eu.dnetlib.pace.common.AbstractPaceFunctions;
+import eu.dnetlib.pace.config.Config;
 import eu.dnetlib.pace.distance.DistanceClass;
 import eu.dnetlib.pace.distance.SecondStringDistanceAlgo;
 
@@ -27,7 +28,7 @@ public class JaroWinklerNormalizedName extends SecondStringDistanceAlgo {
     }
 
     @Override
-    public double distance(String a, String b) {
+    public double distance(String a, String b, final Config conf) {
         String ca = cleanup(a);
         String cb = cleanup(b);
 
@@ -37,8 +38,8 @@ public class JaroWinklerNormalizedName extends SecondStringDistanceAlgo {
         ca = filterAllStopWords(ca);
         cb = filterAllStopWords(cb);
 
-        Set<String> keywords1 = getKeywords(ca, params.getOrDefault("windowSize", 4).intValue());
+        Set<String> keywords1 = getKeywords(ca, conf.translationMap(), params.getOrDefault("windowSize", 4).intValue());
-        Set<String> keywords2 = getKeywords(cb, params.getOrDefault("windowSize", 4).intValue());
+        Set<String> keywords2 = getKeywords(cb, conf.translationMap(), params.getOrDefault("windowSize", 4).intValue());
 
         Set<String> cities1 = getCities(ca, params.getOrDefault("windowSize", 4).intValue());
         Set<String> cities2 = getCities(cb, params.getOrDefault("windowSize", 4).intValue());

dnet-pace-core/src/main/java/eu/dnetlib/pace/distance/algo/JaroWinklerTitle.java

@@ -1,6 +1,7 @@
 package eu.dnetlib.pace.distance.algo;
 
 import com.wcohen.ss.AbstractStringDistance;
+import eu.dnetlib.pace.config.Config;
 import eu.dnetlib.pace.distance.DistanceClass;
 import eu.dnetlib.pace.distance.SecondStringDistanceAlgo;
 
@@ -23,7 +24,7 @@ public class JaroWinklerTitle extends SecondStringDistanceAlgo {
 	}
 	
 	@Override
-	public double distance(String a, String b) {
+	public double distance(String a, String b, final Config conf) {
 		String ca = cleanup(a);
 		String cb = cleanup(b);
 

dnet-pace-core/src/main/java/eu/dnetlib/pace/distance/algo/Level2JaroWinklerTitle.java

@@ -1,6 +1,7 @@
 package eu.dnetlib.pace.distance.algo;
 
 import com.wcohen.ss.AbstractStringDistance;
+import eu.dnetlib.pace.config.Config;
 import eu.dnetlib.pace.distance.DistanceClass;
 import eu.dnetlib.pace.distance.SecondStringDistanceAlgo;
 
@@ -22,7 +23,7 @@ public class Level2JaroWinklerTitle extends SecondStringDistanceAlgo {
 	}
 
 	@Override
-	public double distance(final String a, final String b) {
+	public double distance(final String a, final String b, final Config conf) {
 		final String ca = cleanup(a);
 		final String cb = cleanup(b);
 

dnet-pace-core/src/main/java/eu/dnetlib/pace/distance/algo/LevensteinTitle.java

@@ -1,6 +1,7 @@
 package eu.dnetlib.pace.distance.algo;
 
 import com.wcohen.ss.AbstractStringDistance;
+import eu.dnetlib.pace.config.Config;
 import eu.dnetlib.pace.distance.DistanceClass;
 import eu.dnetlib.pace.distance.DistanceScorer;
 import eu.dnetlib.pace.distance.SecondStringDistanceAlgo;
@@ -27,7 +28,7 @@ public class LevensteinTitle extends SecondStringDistanceAlgo {
 	}
 
 	@Override
-	public double distance(final String a, final String b) {
+	public double distance(final String a, final String b, final Config conf) {
 		final String ca = cleanup(a);
 		final String cb = cleanup(b);
 

dnet-pace-core/src/main/java/eu/dnetlib/pace/distance/algo/LevensteinTitleIgnoreVersion.java

@@ -1,6 +1,7 @@
 package eu.dnetlib.pace.distance.algo;
 
 import com.wcohen.ss.AbstractStringDistance;
+import eu.dnetlib.pace.config.Config;
 import eu.dnetlib.pace.distance.DistanceClass;
 import eu.dnetlib.pace.distance.SecondStringDistanceAlgo;
 
@@ -25,7 +26,7 @@ public class LevensteinTitleIgnoreVersion extends SecondStringDistanceAlgo {
 	}
 
 	@Override
-	public double distance(final String a, final String b) {
+	public double distance(final String a, final String b, final Config conf) {
 		String ca = cleanup(a);
 		String cb = cleanup(b);
 

dnet-pace-core/src/main/java/eu/dnetlib/pace/distance/algo/MustBeDifferent.java

@@ -1,6 +1,7 @@
 package eu.dnetlib.pace.distance.algo;
 
 import com.wcohen.ss.AbstractStringDistance;
+import eu.dnetlib.pace.config.Config;
 import eu.dnetlib.pace.distance.DistanceClass;
 import eu.dnetlib.pace.distance.SecondStringDistanceAlgo;
 
@@ -22,7 +23,7 @@ public class MustBeDifferent extends SecondStringDistanceAlgo {
 	}
 
 	@Override
-	public double distance(final String a, final String b) {
+	public double distance(final String a, final String b, final Config conf) {
 		return !a.equals(b) ? 1.0 : 0;
 	}
 

dnet-pace-core/src/main/java/eu/dnetlib/pace/distance/algo/NullDistanceAlgo.java

@@ -1,5 +1,6 @@
 package eu.dnetlib.pace.distance.algo;
 
+import eu.dnetlib.pace.config.Config;
 import eu.dnetlib.pace.distance.DistanceAlgo;
 import eu.dnetlib.pace.distance.DistanceClass;
 import eu.dnetlib.pace.model.Field;
@@ -17,7 +18,7 @@ public class NullDistanceAlgo implements DistanceAlgo {
 	}
 
 	@Override
-	public double distance(Field a, Field b) {
+	public double distance(Field a, Field b, final Config conf) {
 		return 0.0;
 	}
 

dnet-pace-core/src/main/java/eu/dnetlib/pace/distance/algo/SubStringLevenstein.java

@@ -1,5 +1,6 @@
 package eu.dnetlib.pace.distance.algo;
 
+import eu.dnetlib.pace.config.Config;
 import eu.dnetlib.pace.distance.DistanceClass;
 import eu.dnetlib.pace.distance.SecondStringDistanceAlgo;
 import org.apache.commons.lang.StringUtils;
@@ -69,9 +70,9 @@ public class SubStringLevenstein extends SecondStringDistanceAlgo {
 	 * @see eu.dnetlib.pace.distance.SecondStringDistanceAlgo#distance(eu.dnetlib.pace.model.Field, eu.dnetlib.pace.model.Field)
 	 */
 	@Override
-	public double distance(final Field a, final Field b) {
+	public double distance(final Field a, final Field b, final Config conf) {
 		if (a.getType().equals(Type.String) && b.getType().equals(Type.String))
-			return distance(StringUtils.left(a.stringValue(), limit), StringUtils.left(b.stringValue(), limit));
+			return distance(StringUtils.left(a.stringValue(), limit), StringUtils.left(b.stringValue(), limit), conf);
 
 		throw new IllegalArgumentException("invalid types\n- A: " + a.toString() + "\n- B: " + b.toString());
 	}

dnet-pace-core/src/main/java/eu/dnetlib/pace/distance/algo/UrlMatcher.java

@@ -1,5 +1,6 @@
 package eu.dnetlib.pace.distance.algo;
 
+import eu.dnetlib.pace.config.Config;
 import eu.dnetlib.pace.distance.DistanceClass;
 import eu.dnetlib.pace.model.Field;
 import org.apache.commons.lang.StringUtils;
@@ -28,7 +29,7 @@ public class UrlMatcher extends Levenstein {
     }
 
     @Override
-    public double distance(Field a, Field b) {
+    public double distance(Field a, Field b, final Config conf) {
 
         final URL urlA = asUrl(getFirstValue(a));
         final URL urlB = asUrl(getFirstValue(b));
@@ -44,7 +45,7 @@ public class UrlMatcher extends Levenstein {
             return hostW * 0.5;
         }
 
-        return hostW + pathW * super.distance(urlA.getPath(), urlB.getPath());
+        return hostW + pathW * super.distance(urlA.getPath(), urlB.getPath(), conf);
     }
 
     private URL asUrl(final String value) {

dnet-pace-core/src/test/java/eu/dnetlib/pace/clustering/ClusteringFunctionTest.java

@@ -1,22 +1,25 @@
 package eu.dnetlib.pace.clustering;
 
-import java.util.Map;
-
 import com.google.common.collect.Lists;
 import com.google.common.collect.Maps;
 import eu.dnetlib.pace.AbstractPaceTest;
 import eu.dnetlib.pace.common.AbstractPaceFunctions;
-import eu.dnetlib.pace.model.Field;
+import eu.dnetlib.pace.config.DedupConfig;
+import eu.dnetlib.pace.distance.DistanceAlgoTest;
 import org.junit.Before;
 import org.junit.Test;
 
+import java.util.Map;
+
 public class ClusteringFunctionTest extends AbstractPaceTest {
 
 	private Map<String, Integer> params;
+	DedupConfig conf;
 
 	@Before
 	public void setUp() throws Exception {
 		params = Maps.newHashMap();
+        conf = DedupConfig.load(AbstractPaceFunctions.readFromClasspath("/eu/dnetlib/pace/config/org.curr.conf", ClusteringFunctionTest.class));
 	}
 
 	@Test
@@ -26,7 +29,7 @@ public class ClusteringFunctionTest extends AbstractPaceTest {
 
 		final String s = "http://www.test.it/path/to/resource";
 		System.out.println(s);
-		System.out.println(urlClustering.apply(Lists.newArrayList(url(s))));
+		System.out.println(urlClustering.apply(conf, Lists.newArrayList(url(s))));
 	}
 
 	@Test
@@ -40,7 +43,7 @@ public class ClusteringFunctionTest extends AbstractPaceTest {
 
 		final String s = "Search for the Standard Model Higgs Boson";
 		System.out.println(s);
-		System.out.println(ngram.apply(Lists.newArrayList(title(s))));
+		System.out.println(ngram.apply(conf, Lists.newArrayList(title(s))));
 	}
 
 	@Test
@@ -52,7 +55,7 @@ public class ClusteringFunctionTest extends AbstractPaceTest {
 
 		final String s = "Search for the Standard Model Higgs Boson";
 		System.out.println(s);
-		System.out.println(np.apply(Lists.newArrayList(title(s))));
+		System.out.println(np.apply(conf, Lists.newArrayList(title(s))));
 	}
 
 	@Test
@@ -64,11 +67,11 @@ public class ClusteringFunctionTest extends AbstractPaceTest {
 
 		final String s1 = "University of Pisa";
 		System.out.println(s1);
-		System.out.println(np.apply(Lists.newArrayList(title(s1))));
+		System.out.println(np.apply(conf, Lists.newArrayList(title(s1))));
 
 		final String s2 = "Pisa University";
 		System.out.println(s2);
-		System.out.println(np.apply(Lists.newArrayList(title(s2))));
+		System.out.println(np.apply(conf, Lists.newArrayList(title(s2))));
 	}
 
 	@Test
@@ -81,7 +84,7 @@ public class ClusteringFunctionTest extends AbstractPaceTest {
 
 		final String s = "Search for the Standard Model Higgs Boson";
 		System.out.println(s);
-		System.out.println(acro.apply(Lists.newArrayList(title(s))));
+		System.out.println(acro.apply(conf, Lists.newArrayList(title(s))));
 	}
 
 	@Test
@@ -93,7 +96,7 @@ public class ClusteringFunctionTest extends AbstractPaceTest {
 
 		final String s = "Search for the Standard Model Higgs Boson";
 		System.out.println(s);
-		System.out.println(sp.apply(Lists.newArrayList(title(s))));
+		System.out.println(sp.apply(conf, Lists.newArrayList(title(s))));
 	}
 
 	@Test
@@ -105,7 +108,7 @@ public class ClusteringFunctionTest extends AbstractPaceTest {
 
 		final String s = "Search for the Standard Model Higgs Boson";
 		System.out.println(s);
-		System.out.println(sp.apply(Lists.newArrayList(title(s))));
+		System.out.println(sp.apply(conf, Lists.newArrayList(title(s))));
 	}
 
 	@Test
@@ -114,7 +117,7 @@ public class ClusteringFunctionTest extends AbstractPaceTest {
 
 		final String s = readFromClasspath("gt.author.json");
 		System.out.println(s);
-		System.out.println(cf.apply(Lists.newArrayList(person(s))));
+		System.out.println(cf.apply(conf, Lists.newArrayList(person(s))));
 	}
 
 	@Test
@@ -123,27 +126,27 @@ public class ClusteringFunctionTest extends AbstractPaceTest {
 		final ClusteringFunction cf = new KeywordsClustering(params);
 		final String s = "Polytechnic University of Turin";
 		System.out.println(s);
-		System.out.println(cf.apply(Lists.newArrayList(title(s))));
+		System.out.println(cf.apply(conf, Lists.newArrayList(title(s))));
 
 		final String s1 = "POLITECNICO DI TORINO";
 		System.out.println(s1);
-		System.out.println(cf.apply(Lists.newArrayList(title(s1))));
+		System.out.println(cf.apply(conf, Lists.newArrayList(title(s1))));
 
 		final String s2 = "Universita farmaceutica culturale di milano bergamo";
 		System.out.println("s2 = " + s2);
-		System.out.println(cf.apply(Lists.newArrayList(title(s2))));
+		System.out.println(cf.apply(conf, Lists.newArrayList(title(s2))));
 
 		final String s3 = "universita universita milano milano";
 		System.out.println("s3 = " + s3);
-		System.out.println(cf.apply(Lists.newArrayList(title(s3))));
+		System.out.println(cf.apply(conf, Lists.newArrayList(title(s3))));
 
 		final String s4 = "Politechniki Warszawskiej (Warsaw University of Technology)";
 		System.out.println("s4 = " + s4);
-		System.out.println(cf.apply(Lists.newArrayList(title(s4))));
+		System.out.println(cf.apply(conf, Lists.newArrayList(title(s4))));
 
 		final String s5 = "İstanbul Ticarət Universiteti";
 		System.out.println("s5 = " + s5);
-		System.out.println(cf.apply(Lists.newArrayList(title(s5))));
+		System.out.println(cf.apply(conf, Lists.newArrayList(title(s5))));
 
 	}
 

dnet-pace-core/src/test/java/eu/dnetlib/pace/distance/DistanceAlgoTest.java

@@ -1,6 +1,7 @@
 package eu.dnetlib.pace.distance;
 
 import eu.dnetlib.pace.clustering.NGramUtils;
+import eu.dnetlib.pace.config.DedupConfig;
 import eu.dnetlib.pace.distance.algo.JaroWinklerNormalizedName;
 import org.junit.Before;
 import org.junit.Test;
@@ -17,13 +18,13 @@ public class DistanceAlgoTest extends AbstractPaceFunctions {
 
 	private final static String TEST_STRING = "Toshiba NB550D: è un netbook su piattaforma AMD Fusion⁽¹²⁾.";
 	private Map<String, Number> params;
+	private DedupConfig conf;
 
 	@Before
 	public void setup() {
-		System.out.println("****************************************************************");
-		System.out.println("Test String    : " + TEST_STRING);
 		params = new HashMap<>();
 		params.put("weight", 1.0);
+		conf = DedupConfig.load(readFromClasspath("/eu/dnetlib/pace/config/org.curr.conf", DistanceAlgoTest.class));
 	}
 
 	@Test
@@ -55,7 +56,7 @@ public class DistanceAlgoTest extends AbstractPaceFunctions {
 	@Test
 	public void testJaroWinklerNormalizedName() {
 		final JaroWinklerNormalizedName jaroWinklerNormalizedName = new JaroWinklerNormalizedName(params);
-		double result = jaroWinklerNormalizedName.distance("Free University of Bozen-Bolzano", "University of the Free State");
+		double result = jaroWinklerNormalizedName.distance("Free University of Bozen-Bolzano", "University of the Free State", conf);
 
 		System.out.println("result = " + result);
 		assertEquals(0.0, result);
@@ -65,7 +66,7 @@ public class DistanceAlgoTest extends AbstractPaceFunctions {
 	public void testJaroWinklerNormalizedName2() {
 
 		final JaroWinklerNormalizedName jaroWinklerNormalizedName = new JaroWinklerNormalizedName(params);
-		double result = jaroWinklerNormalizedName.distance("University of New York", "Università di New York");
+		double result = jaroWinklerNormalizedName.distance("University of New York", "Università di New York", conf);
 
 		assertEquals(1.0, result);
 	}
@@ -74,7 +75,7 @@ public class DistanceAlgoTest extends AbstractPaceFunctions {
     public void testJaroWinklerNormalizedName3() {
 
         final JaroWinklerNormalizedName jaroWinklerNormalizedName = new JaroWinklerNormalizedName(params);
-        double result = jaroWinklerNormalizedName.distance("Biblioteca dell'Universita di Bologna", "Università di Bologna");
+        double result = jaroWinklerNormalizedName.distance("Biblioteca dell'Universita di Bologna", "Università di Bologna", conf);
 
         System.out.println("result = " + result);
         assertEquals(0.0, result);
@@ -84,7 +85,7 @@ public class DistanceAlgoTest extends AbstractPaceFunctions {
     public void testJaroWinklerNormalizedName4() {
 
         final JaroWinklerNormalizedName jaroWinklerNormalizedName = new JaroWinklerNormalizedName(params);
-        double result = jaroWinklerNormalizedName.distance("Universita degli studi di Pisa", "Universita di Pisa");
+        double result = jaroWinklerNormalizedName.distance("Universita degli studi di Pisa", "Universita di Pisa", conf);
 
         System.out.println("result = " + result);
         assertEquals(1.0, result);
@@ -94,7 +95,7 @@ public class DistanceAlgoTest extends AbstractPaceFunctions {
     public void testJaroWinklerNormalizedName5() {
 
         final JaroWinklerNormalizedName jaroWinklerNormalizedName = new JaroWinklerNormalizedName(params);
-        double result = jaroWinklerNormalizedName.distance("RESEARCH PROMOTION FOUNDATION", "IDRYMA PROOTHISIS EREVNAS");
+        double result = jaroWinklerNormalizedName.distance("RESEARCH PROMOTION FOUNDATION", "IDRYMA PROOTHISIS EREVNAS", conf);
 
         System.out.println("result = " + result);
         assertEquals(1.0, result);
@@ -104,7 +105,7 @@ public class DistanceAlgoTest extends AbstractPaceFunctions {
     public void testJaroWinklerNormalizedName6() {
 
         final JaroWinklerNormalizedName jaroWinklerNormalizedName = new JaroWinklerNormalizedName(params);
-        double result = jaroWinklerNormalizedName.distance("Fonds zur Förderung der wissenschaftlichen Forschung (Austrian Science Fund)", "Fonds zur Förderung der wissenschaftlichen Forschung");
+        double result = jaroWinklerNormalizedName.distance("Fonds zur Förderung der wissenschaftlichen Forschung (Austrian Science Fund)", "Fonds zur Förderung der wissenschaftlichen Forschung", conf);
 
         System.out.println("result = " + result);
         assertTrue(result > 0.9);
@@ -115,7 +116,7 @@ public class DistanceAlgoTest extends AbstractPaceFunctions {
 	public void testJaroWinklerNormalizedName7() {
 
 		final JaroWinklerNormalizedName jaroWinklerNormalizedName = new JaroWinklerNormalizedName(params);
-		double result = jaroWinklerNormalizedName.distance("Polytechnic University of Turin", "POLITECNICO DI TORINO");
+		double result = jaroWinklerNormalizedName.distance("Polytechnic University of Turin", "POLITECNICO DI TORINO", conf);
 
 		System.out.println("result = " + result);
 		assertTrue(result > 0.9);
@@ -125,7 +126,7 @@ public class DistanceAlgoTest extends AbstractPaceFunctions {
 	public void testJaroWinklerNormalizedName8() {
 		final JaroWinklerNormalizedName jaroWinklerNormalizedName = new JaroWinklerNormalizedName(params);
 
-		double result = jaroWinklerNormalizedName.distance("Politechniki Warszawskiej (Warsaw University of Technology)", "Warsaw University of Technology");
+		double result = jaroWinklerNormalizedName.distance("Politechniki Warszawskiej (Warsaw University of Technology)", "Warsaw University of Technology", conf);
 
 		System.out.println("result = " + result);
 	}
@@ -134,7 +135,7 @@ public class DistanceAlgoTest extends AbstractPaceFunctions {
 	public void testJaroWinklerNormalizedName9() {
 		final JaroWinklerNormalizedName jaroWinklerNormalizedName = new JaroWinklerNormalizedName(params);
 
-		double result = jaroWinklerNormalizedName.distance("Istanbul Commerce University", "İstanbul Ticarət Universiteti");
+		double result = jaroWinklerNormalizedName.distance("Istanbul Commerce University", "İstanbul Ticarət Universiteti", conf);
 
 		System.out.println("result = " + result);
 	}
@@ -144,7 +145,7 @@ public class DistanceAlgoTest extends AbstractPaceFunctions {
 
 		final JaroWinklerNormalizedName jaroWinklerNormalizedName = new JaroWinklerNormalizedName(params);
 
-		double result = jaroWinklerNormalizedName.distance("Firenze University Press", "University of Florence");
+		double result = jaroWinklerNormalizedName.distance("Firenze University Press", "University of Florence", conf);
 
 		System.out.println("result = " + result);
 	}

dnet-pace-core/src/test/resources/eu/dnetlib/pace/config/org.curr.conf

@@ -5,7 +5,7 @@
     "entityType" : "organization",
     "orderField" : "legalname",
     "queueMaxSize" : "2000",
-    "groupMaxSize" : "10",
+    "groupMaxSize" : "50",
     "slidingWindowSize" : "200",
     "rootBuilder" : [ "organization", "projectOrganization_participation_isParticipant", "datasourceOrganization_provision_isProvidedBy" ],
     "includeChildren" : "true"
@@ -14,23 +14,131 @@
     "clustering" : [
       { "name" : "sortedngrampairs", "fields" : [ "legalname" ], "params" : { "max" : 2, "ngramLen" : "3"} },
       { "name" : "suffixprefix", "fields" : [ "legalname" ], "params" : { "max" : 1, "len" : "3" } },
-      { "name" : "urlclustering", "fields" : [ "websiteurl" ], "params" : { } }
+      { "name" : "urlclustering", "fields" : [ "websiteurl" ], "params" : { } },
+      { "name" : "keywordsclustering", "fields" : [ "legalname" ], "params" : { "max": 2, "windowSize": 4} }
     ],
     "strictConditions" : [
       { "name" : "exactMatch", "fields" : [ "gridid" ] }
     ],
     "conditions" : [
-      { "name" : "exactMatch", "fields" : [ "country" ] },
+      { "name" : "DomainExactMatch", "fields" : [ "websiteurl" ] },
-      { "name" : "DomainExactMatch", "fields" : [ "websiteurl" ] }
+      { "name" : "exactMatch", "fields" : [ "country" ] }
     ],
     "model" : [
-      { "name" : "legalname", "algo" : "Null", "type" : "String", "weight" : "0", "ignoreMissing" : "false", "path" : "organization/metadata/legalname/value" },
+      { "name" : "country", "algo" : "Null", "type" : "String", "weight" : "0", "ignoreMissing" : "false", "path" : "organization/metadata/country/classid" },
-      { "name" : "country", "algo" : "Null", "type" : "String", "weight" : "0", "ignoreMissing" : "true", "path" : "organization/metadata/country/classid" },
       { "name" : "legalshortname", "algo" : "JaroWinklerNormalizedName", "type" : "String", "weight" : "0.1", "ignoreMissing" : "true", "path" : "organization/metadata/legalshortname/value" },
-      { "name" : "legalname", "algo" : "JaroWinklerNormalizedName", "type" : "String", "weight" : "0.9", "ignoreMissing" : "false", "path" : "organization/metadata/legalname/value", "params" : {"windowSize" : 4, "threshold" : 0.5} },
+      { "name" : "legalname", "algo" : "JaroWinklerNormalizedName", "type" : "String", "weight" : "0.9", "ignoreMissing" : "false", "path" : "organization/metadata/legalname/value", "params" : {"windowSize" : 4, "threshold" : 0.7} },
       { "name" : "websiteurl", "algo" : "Null", "type" : "URL", "weight" : "0", "ignoreMissing" : "true", "path" : "organization/metadata/websiteurl/value", "params" : { "host" : 0.5, "path" : 0.5 } },
       { "name" : "gridid", "algo" : "Null", "type" : "String", "weight" : "0.0", "ignoreMissing" : "true", "path" : "pid[qualifier#classid = {grid}]/value" }
     ],
-    "blacklists" : { }
+    "blacklists" : {
+      "legalname" : []
+    },
+    "synonyms": {
+      "key::1": ["university","università","universita","università studi","universita studi","universitario","universitaria","université","universitaire","universitaires","universidad","universitade","Universität","universitaet","Uniwersytet","университет","universiteit","πανεπιστήμιο","universitesi","universiteti"],
+      "key::2": ["studies","studi","études","estudios","estudos","Studien","studia","исследования","studies","σπουδές"],
+      "key::3": ["advanced","superiore","supérieur","supérieure","supérieurs","supérieures","avancado","avancados","fortgeschrittene","fortgeschritten","zaawansowany","передовой","gevorderd","gevorderde","προχωρημένος","προχωρημένη","προχωρημένο","προχωρημένες","προχωρημένα","wyzsza"],
+      "key::4": ["institute","istituto","institut","instituto","instituto","Institut","instytut","институт","instituut","ινστιτούτο"],
+      "key::5": ["hospital","ospedale","hôpital","hospital","hospital","Krankenhaus","szpital","больница","ziekenhuis","νοσοκομείο"],
+      "key::6": ["research","ricerca","recherche","investigacion","pesquisa","Forschung","badania","исследования","onderzoek","έρευνα","erevna","erevnas"],
+      "key::7": ["college","collegio","université","colegio","faculdade","Hochschule","Szkoła Wyższa","Высшая школа","universiteit","κολλέγιο"],
+      "key::8": ["foundation","fondazione","fondation","fundación","fundação","Stiftung","Fundacja","фонд","stichting","ίδρυμα","idryma"],
+      "key::9": ["center","centro","centre","centro","centro","zentrum","centrum","центр","centrum","κέντρο"],
+      "key::10": ["national","nazionale","national","nationale","nationaux","nationales","nacional","nacional","national","krajowy","национальный","nationaal","nationale","εθνικό"],
+      "key::11": ["association","associazione","association","asociación","associação","Verein","verband","stowarzyszenie","ассоциация","associatie"],
+      "key::12": ["society","societa","société","sociedad","sociedade","gesellschaft","społeczeństwo","общество","maatschappij","κοινωνία"],
+      "key::13": ["international","internazionale","international","internacional","internacional","international","międzynarodowy","Международный","internationaal","internationale","διεθνής","διεθνή","διεθνές"],
+      "key::14": ["community","comunita","communauté","comunidad","comunidade","Gemeinschaft","społeczność","сообщество","gemeenschap","κοινότητα"],
+      "key::15": ["school","scuola","école","escuela","escola","schule","Szkoła","школа","school","σχολείο"],
+      "key::16": ["education","educazione","éducation","educacion","Educação","Bildung","Edukacja","образование","opleiding","εκπαίδευση"],
+      "key::17": ["academy","accademia","académie","academia","academia","Akademie","akademie","академия","academie","ακαδημία"],
+      "key::18": ["public","pubblico","public","publique","publics","publiques","publico","publico","Öffentlichkeit","publiczny","публичный","publiek","publieke","δημόσιος","δημόσια","δημόσιο"],
+      "key::19": ["museum","museo","musée","mueso","museu","museum","muzeum","музей","museum","μουσείο"],
+      "key::20": ["group","gruppo","groupe","grupo","grupo","gruppe","grupa","группа","groep","ομάδα","όμιλος"],
+      "key::21": ["department","dipartimento","département","departamento","departamento","abteilung","departament","отдел","afdeling","τμήμα"],
+      "key::22": ["council","consiglio","conseil","Consejo","conselho","gesellschaft","rada","совет","raad","συμβούλιο"],
+      "key::23": ["library","biblioteca","bibliothèque","biblioteca","biblioteca","Bibliothek","biblioteka","библиотека","bibliotheek","βιβλιοθήκη"],
+      "key::24": ["ministry","ministero","ministère","ministerio","ministério","Ministerium","ministerstwo","министерство","ministerie","υπουργείο"],
+      "key::25": ["services","servizi","services","servicios","Serviços","Dienstleistungen","usługi","услуги","diensten","υπηρεσίες"],
+      "key::26": ["central","centrale","central","centrale","centrales","central","central","zentral","centralny","цетральный","centraal","κεντρικός","κεντρική","κεντρικό","κεντρικά"],
+      "key::27": ["general","generale","général","générale","généraux","générales","general","geral","general","Allgemeines","general","общий","algemeen","algemene","γενικός","γενική","γενικό","γενικά"],
+      "key::28": ["applied","applicati","appliqué","appliquée","appliqués","appliquées","aplicado","aplicada","angewendet","stosowany","прикладной","toegepast","toegepaste","εφαρμοσμένος","εφαρμοσμένη","εφαρμοσμένο","εφαρμοσμένα"],
+      "key::29": ["european","europee","europea","européen","européenne","européens","européennes","europeo","europeu","europäisch","europejski","европейский","Europees","Europese","ευρωπαϊκός","ευρωπαϊκή","ευρωπαϊκό","ευρωπαϊκά"],
+      "key::30": ["agency","agenzia","agence","agencia","agencia","agentur","agencja","агенция","agentschap","πρακτορείο"],
+      "key::31": ["laboratory","laboratorio","laboratoire","laboratorio","laboratorio","labor","laboratorium","лаборатория","laboratorium","εργαστήριο"],
+      "key::32": ["industry","industria","industrie","индустрия","industrie","βιομηχανία"],
+      "key::33": ["industrial","industriale","industriel","industrielle","industriels","industrielles","индустриальный","industrieel","βιομηχανικός","βιομηχανική","βιομηχανικό","βιομηχανικά","βιομηχανικές"],
+      "key::34": ["consortium","consorzio","consortium","консорциум","consortium","κοινοπραξία"],
+      "key::35": ["organization","organizzazione","organisation","organización","organização","organizacja","организация","organisatie","οργανισμός"],
+      "key::36": ["authority","autorità","autorité","авторитет","autoriteit"],
+      "key::37": ["federation","federazione","fédération","федерация","federatie","ομοσπονδία"],
+      "key::38": ["observatory","osservatorio","observatoire","обсерватория","observatorium","αστεροσκοπείο"],
+      "key::39": ["bureau","ufficio","bureau","офис","bureau","γραφείο"],
+      "key::40": ["company","impresa","compagnie","société","компания","bedrijf","εταιρία"],
+      "key::41": ["polytechnic","politecnico","polytechnique","политехника","polytechnisch","πολυτεχνείο","universita politecnica","polytechnic university","universidad politecnica","universitat politecnica","politechnika","politechniki","university technology","university science technology"],
+      "key::42": ["coalition","coalizione","coalition","коалиция","coalitie","συνασπισμός"],
+      "key::43": ["initiative","iniziativa","initiative","инициатива","initiatief","πρωτοβουλία"],
+      "key::44": ["academic","accademico","académique","universitaire","акадеческий academisch","ακαδημαϊκός","ακαδημαϊκή","ακαδημαϊκό","ακαδημαϊκές","ακαδημαϊκοί"],
+      "key::45": ["institution","istituzione","institution","институциональный","instelling","ινστιτούτο"],
+      "key::46": ["division","divisione","division","отделение","divisie","τμήμα"],
+      "key::47": ["committee","comitato","comité","комитет","commissie","επιτροπή"],
+      "key::48": ["promotion","promozione","продвижение","proothisis","forderung"],
+      "key::49": ["medical","medicine","clinical","medicina","clinici","médico","medicina","clínica","médico","medicina","clínica","medizinisch","Medizin","klinisch","medisch","geneeskunde","klinisch","ιατρικός","ιατρική","ιατρικό","ιατρικά","κλινικός","κλινική","κλινικό","κλινικά","tıbbi","tıp","klinik","orvosi","orvostudomány","klinikai","zdravniški","medicinski","klinični","meditsiini","kliinik","kliiniline"],
+      "key::50": ["technology","technological","tecnologia","tecnologie","tecnología","tecnológico","tecnologia","tecnológico","Technologie","technologisch","technologie","technologisch","τεχνολογία","τεχνολογικός","τεχνολογική","τεχνολογικό","teknoloji","teknolojik","technológia","technológiai","tehnologija","tehnološki","tehnoloogia","tehnoloogiline","technologii","technical","texniki","teknik"],
+      "key::51": ["science","scientific","scienza","scientifiche","scienze","ciencia","científico","ciência","científico","Wissenschaft","wissenschaftlich","wetenschap","wetenschappelijk","επιστήμη","επιστημονικός","επιστημονική","επιστημονικό","επιστημονικά","bilim","bilimsel","tudomány","tudományos","znanost","znanstveni","teadus","teaduslik"],
+      "key::52": ["engineering","ingegneria","ingeniería","engenharia","Ingenieurwissenschaft","ingenieurswetenschappen","bouwkunde","μηχανικός","μηχανική","μηχανικό","mühendislik","mérnöki","Inženirstvo","inseneeria","inseneri"],
+      "key::53": ["management","gestione","gestionale","gestionali","gestión","administración","gestão","administração","Verwaltung","management","διαχείριση","yönetim","menedzsment","vodstvo","upravljanje","management","juhtkond","juhtimine","haldus"],
+      "key::54": ["energy","energia","energía","energia","Energie","energie","ενέργεια","enerji","energia","energija","energia"],
+      "key::55": ["agricultural","agriculture","agricoltura","agricole","agrícola","agricultura","agrícola","agricultura","landwirtschaftlich","Landwirtschaft","landbouwkundig","landbouw","αγροτικός","αγροτική","αγροτικό","γεωργικός","γεωργική","γεωργικό","γεωργία","tarımsal","tarım","mezőgazdasági","mezőgazdaság","poljedelski","poljedelstvo","põllumajandus","põllumajanduslik"],
+      "key::56": ["information","informazione","información","informação","Information","informatie","πληροφορία","bilgi","információ","informacija","informatsioon","informatycznych"],
+      "key::57": ["social","sociali","social","social","Sozial","sociaal","maatschappelijk","κοινωνικός","κοινωνική","κοινωνικό","κοινωνικά","sosyal","szociális","družbeni","sotsiaal","sotsiaalne"],
+      "key::58": ["environmental","ambiente","medioambiental","ambiente","medioambiente","meioambiente","Umwelt","milieu","milieuwetenschap","milieukunde","περιβαλλοντικός","περιβαλλοντική","περιβαλλοντικό","περιβαλλοντικά","çevre","környezeti","okoliški","keskonna"],
+      "key::59": ["business","economia","economiche","economica","negocio","empresa","negócio","Unternehmen","bedrijf","bedrijfskunde","επιχείρηση","iş","üzleti","posel","ettevõte/äri"],
+      "key::60": ["pharmaceuticals","pharmacy","farmacia","farmaceutica","farmacéutica","farmacia","farmacêutica","farmácia","Pharmazeutika","Arzneimittelkunde","farmaceutica","geneesmiddelen","apotheek","φαρμακευτικός","φαρμακευτική","φαρμακευτικό","φαρμακευτικά","φαρμακείο","ilaç","eczane","gyógyszerészeti","gyógyszertár","farmacevtika","lekarništvo","farmaatsia","farmatseutiline"],
+      "key::61": ["healthcare","health services","salute","atenciónmédica","cuidadodelasalud","cuidadoscomasaúde","Gesundheitswesen","gezondheidszorg","ιατροφαρμακευτικήπερίθαλψη","sağlıkhizmeti","egészségügy","zdravstvo","tervishoid","tervishoiu"],
+      "key::62": ["history","storia","historia","história","Geschichte","geschiedenis","geschiedkunde","ιστορία","tarih","történelem","zgodovina","ajalugu"],
+      "key::63": ["materials","materiali","materia","materiales","materiais","materialen","υλικά","τεκμήρια","malzemeler","anyagok","materiali","materjalid","vahendid"],
+      "key::64": ["economics","economia","economiche","economica","economía","economia","Wirtschaft","economie","οικονομικά","οικονομικέςεπιστήμες","ekonomi","közgazdaságtan","gospodarstvo","ekonomija","majanduslik","majandus"],
+      "key::65": ["therapeutics","terapeutica","terapéutica","terapêutica","therapie","θεραπευτική","tedavibilimi","gyógykezelés","terapevtika","terapeutiline","ravi"],
+      "key::66": ["oncology","oncologia","oncologico","oncología","oncologia","Onkologie","oncologie","ογκολογία","onkoloji","onkológia","onkologija","onkoloogia"],
+      "key::67": ["natural","naturali","naturale","natural","natural","natürlich","natuurlijk","φυσικός","φυσική","φυσικό","φυσικά","doğal","természetes","naraven","loodus"],
+      "key::68": ["educational","educazione","pedagogia","educacional","educativo","educacional","pädagogisch","educatief","εκπαιδευτικός","εκπαιδευτική","εκπαιδευτικό","εκπαιδευτικά","eğitimsel","oktatási","izobraževalen","haridus","hariduslik"],
+      "key::69": ["biomedical","biomedica","biomédico","biomédico","biomedizinisch","biomedisch","βιοιατρικός","βιοιατρική","βιοιατρικό","βιοιατρικά","biyomedikal","orvosbiológiai","biomedicinski","biomeditsiiniline"],
+      "key::70": ["veterinary","veterinaria","veterinarie","veterinaria","veterinária","tierärtzlich","veterinair","veeartsenijlkunde","κτηνιατρικός","κτηνιατρική","κτηνιατρικό","κτηνιατρικά","veteriner","állatorvosi","veterinar","veterinarski","veterinaaria"],
+      "key::71": ["chemistry","chimica","química","química","Chemie","chemie","scheikunde","χημεία","kimya","kémia","kemija","keemia"],
+      "key::72": ["security","sicurezza","seguridad","segurança","Sicherheit","veiligheid","ασφάλεια","güvenlik","biztonsági","varnost","turvalisus","julgeolek"],
+      "key::73": ["biotechnology","biotecnologia","biotecnologie","biotecnología","biotecnologia","Biotechnologie","biotechnologie","βιοτεχνολογία","biyoteknoloji","biotechnológia","biotehnologija","biotehnoloogia"],
+      "key::74": ["military","militare","militari","militar","militar","Militär","militair","leger","στρατιωτικός","στρατιωτική","στρατιωτικό","στρατιωτικά","askeri","katonai","vojaški","vojni","militaar","wojskowa"],
+      "key::75": ["theological","teologia","teologico","teológico","tecnológica","theologisch","theologisch","θεολογικός","θεολογική","θεολογικό","θεολογικά","teolojik","technológiai","teološki","teoloogia","usuteadus","teoloogiline"],
+      "key::76": ["electronics","elettronica","electrónica","eletrônicos","Elektronik","elektronica","ηλεκτρονική","elektronik","elektronika","elektronika","elektroonika"],
+      "key::77": ["forestry","forestale","forestali","silvicultura","forestal","floresta","Forstwirtschaft","bosbouw","δασοκομία","δασολογία","ormancılık","erdészet","gozdarstvo","metsandus"],
+      "key::78": ["maritime","marittima","marittime","marittimo","marítimo","marítimo","maritiem","ναυτικός","ναυτική","ναυτικό","ναυτικά","ναυτιλιακός","ναυτιλιακή","ναυτιλιακό","ναυτιλιακά","θαλάσσιος","θαλάσσια","θαλάσσιο","denizcilik","tengeri","morski","mere","merendus"],
+      "key::79": ["sports","sport","deportes","esportes","Sport","sport","sportwetenschappen","άθληση","γυμναστικήδραστηριότητα","spor","sport","šport","sport","spordi"],
+      "key::80": ["surgery","chirurgia","chirurgiche","cirugía","cirurgia","Chirurgie","chirurgie","heelkunde","εγχείρηση","επέμβαση","χειρουργικήεπέμβαση","cerrahi","sebészet","kirurgija","kirurgia"],
+      "key::81": ["cultural","culturale","culturali","cultura","cultural","cultural","kulturell","cultureel","πολιτιστικός","πολιτιστική","πολιτιστικό","πολιτισμικός","πολιτισμική","πολιτισμικό","kültürel","kultúrális","kulturni","kultuuri","kultuuriline"],
+      "key::82": ["computerscience","informatica","ordenador","computadora","informática","computación","cienciasdelacomputación","ciênciadacomputação","Computer","computer","υπολογιστής","ηλεκτρονικόςυπολογιστής","bilgisayar","számítógép","računalnik","arvuti"],
+      "key::83": ["finance","financial","finanza","finanziarie","finanza","financiero","finanças","financeiro","Finanzen","finanziell","financiën","financieel","χρηματοοικονομικά","χρηματοδότηση","finanse","finansal","pénzügy","pénzügyi","finance","finančni","finants","finantsiline"],
+      "key::84": ["communication","comunicazione","comuniciación","comunicação","Kommunikation","communication","επικοινωνία","iletişim","kommunikáció","komuniciranje","kommunikatsioon"],
+      "key::85": ["justice","giustizia","justicia","justiça","Recht","Justiz","justitie","gerechtigheid","δικαιοσύνη","υπουργείοδικαιοσύνης","δίκαιο","adalet","igazságügy","pravo","õigus"],
+      "key::86": ["aerospace","aerospaziale","aerospaziali","aeroespacio","aeroespaço","Luftfahrt","luchtvaart","ruimtevaart","αεροπορικός","αεροπορική","αεροπορικό","αεροναυπηγικός","αεροναυπηγική","αεροναυπηγικό","αεροναυπηγικά","havacılıkveuzay","légtér","zrakoplovstvo","atmosfäär","kosmos"],
+      "key::87": ["dermatology","dermatologia","dermatología","dermatologia","Dermatologie","dermatologie","δρματολογία","dermatoloji","bőrgyógyászat","dermatológia","dermatologija","dermatoloogia"],
+      "key::88": ["architecture","architettura","arquitectura","arquitetura","Architektur","architectuur","αρχιτεκτονική","mimarlık","építészet","arhitektura","arhitektuur"],
+      "key::89": ["mathematics","matematica","matematiche","matemáticas","matemáticas","Mathematik","wiskunde","mathematica","μαθηματικά","matematik","matematika","matematika","matemaatika"],
+      "key::90": ["language","lingue","linguistica","linguistiche","lenguaje","idioma","língua","idioma","Sprache","taal","taalkunde","γλώσσα","dil","nyelv","jezik","keel"],
+      "key::91": ["neuroscience","neuroscienza","neurociencia","neurociência","Neurowissenschaft","neurowetenschappen","νευροεπιστήμη","nörobilim","idegtudomány","nevroznanost","neuroteadused"],
+      "key::92": ["automation","automazione","automatización","automação","Automatisierung","automatisering","αυτοματοποίηση","otomasyon","automatizálás","avtomatizacija","automatiseeritud"],
+      "key::93": ["pediatric","pediatria","pediatriche","pediatrico","pediátrico","pediatría","pediátrico","pediatria","pädiatrisch","pediatrische","παιδιατρική","pediatrik","gyermekgyógyászat","pediatrija","pediaatria"],
+      "key::94": ["photonics","fotonica","fotoniche","fotónica","fotônica","Photonik","fotonica","φωτονική","fotonik","fotonika","fotonika","fotoonika"],
+      "key::95": ["mechanics","meccanica","meccaniche","mecánica","mecânica","Mechanik","Maschinenbau","mechanica","werktuigkunde","μηχανικής","mekanik","gépészet","mehanika","mehaanika"],
+      "key::96": ["psychiatrics","psichiatria","psichiatrica","psichiatriche","psiquiatría","psiquiatria","Psychiatrie","psychiatrie","ψυχιατρική","psikiyatrik","pszihiátria","psihiatrija","psühhaatria"],
+      "key::97": ["psychology","fisiologia","psicología","psicologia","Psychologie","psychologie","ψυχολογία","psikoloji","pszihológia","psihologija","psühholoogia"],
+      "key::98": ["automotive","industriaautomobilistica","industriadelautomóvil","automotriz","industriaautomotriz","automotivo","Automobilindustrie","autoindustrie","αυτοκίνητος","αυτοκίνητη","αυτοκίνητο","αυτοκινούμενος","αυτοκινούμενη","αυτοκινούμενο","αυτοκινητιστικός","αυτοκινητιστική","αυτοκινητιστικό","otomotiv","autóipari","samogiben","avtomobilskaindustrija","auto-"],
+      "key::99": ["neurology","neurologia","neurologiche","neurología","neurologia","Neurologie","neurologie","zenuwleer","νευρολογία","nöroloji","neurológia","ideggyógyászat","nevrologija","neuroloogia"],
+      "key::100": ["geology","geologia","geologiche","geología","geologia","Geologie","geologie","aardkunde","γεωλογία","jeoloji","geológia","földtudomány","geologija","geoloogia"],
+      "key::101": ["microbiology","microbiologia","micro-biologia","microbiologiche","microbiología","microbiologia","Mikrobiologie","microbiologie","μικροβιολογία","mikrobiyoloji","mikrobiológia","mikrobiologija","mikrobioloogia"],
+      "key::102": ["informatics","informatica","informática","informática","informatica"],
+      "key::103": ["forschungsgemeinschaft","comunita ricerca","research community","research foundation","research association"],
+      "key::104": ["commerce","ticaret","ticarət","commercio","trade","handel","comercio"]
+    }
   }
 }