D-Net

#!/bin/bash

VERSION=`xmlstarlet sel -t -m "/_:project/_:version" -v "." pom.xml`

echo "using version: $VERSION"

mvn clean install;

rm -rf ~/.m2/repository/eu/dnetlib/dnet-mapreduce-jobs-assembly;

mvn assembly:assembly -DskipTests=true && mvn install:install-file -Dfile=target/dnet-mapreduce-jobs-$VERSION-jar-with-dependencies.jar -DgroupId=eu.dnetlib -DartifactId=dnet-mapreduce-jobs-assembly -Dversion=$VERSION -Dpackaging=jar

{"type_source": "SVN", "goal": "package -U -T 4C source:jar", "url": "http://svn-public.driver.research-infrastructures.eu/driver/dnet45/modules/dnet-mapreduce-jobs/trunk/", "deploy_repository": "dnet45-snapshots", "version": "4", "mail": "sandro.labruzzo@isti.cnr.it,michele.artini@isti.cnr.it, claudio.atzori@isti.cnr.it, alessia.bardi@isti.cnr.it", "deploy_repository_url": "http://maven.research-infrastructures.eu/nexus/content/repositories/dnet45-snapshots", "name": "dnet-mapreduce-jobs"}

package eu.dnetlib.data.mapreduce.dedup;

import java.util.List;

import java.util.UUID;

import com.google.common.base.Predicate;

import com.google.common.collect.Iterables;

import com.google.common.collect.Lists;

import eu.dnetlib.data.mapreduce.util.OafTest;

import eu.dnetlib.data.proto.FieldTypeProtos.StructuredProperty;

import eu.dnetlib.data.proto.KindProtos.Kind;

import eu.dnetlib.data.proto.OafProtos.Oaf;

import eu.dnetlib.data.proto.OafProtos.OafEntity;

import eu.dnetlib.data.proto.OafProtos.OafEntity.Builder;

import eu.dnetlib.data.proto.ResultProtos.Result;

import eu.dnetlib.data.proto.ResultProtos.Result.Instance;

import eu.dnetlib.data.proto.TypeProtos.Type;

import eu.dnetlib.data.transform.OafEntityMerger;

import org.junit.Before;

import org.junit.Test;

public class OafMergeTest {

	private List<Oaf> oafList;

	private OafEntityMerger merger;

	@Before

	public void setUp() throws Exception {

		merger = new OafEntityMerger();

		oafList = Lists.newArrayList();

		oafList.add(getOaf("0.1").setEntity(

				getEntity("id_1", null, "pid_1").setResult(

						Result.newBuilder().setMetadata(

								Result.Metadata.newBuilder().setDateofacceptance(OafTest.sf("2012-01-01"))

										.addTitle(OafTest.getStructuredproperty("vvvv Title", "main title", "dnet:dataCite_title"))

										.setResulttype(OafTest.getQualifier("publication", "dnet:result_typologies"))))).build());

		oafList.add(getOaf("0.1").setEntity(

				getEntity("id_2", "originalId_2", "pid_2").setResult(

						Result.newBuilder().setMetadata(

								Result.Metadata.newBuilder().setDateofacceptance(OafTest.sf(""))

										.addTitle(OafTest.getStructuredproperty("aaaa Title", "main title", "dnet:dataCite_title"))

										.setResulttype(OafTest.getQualifier("publication", "dnet:result_typologies"))))).build());

		oafList.add(getOaf("0.2").setEntity(

				getEntity("id_3", "originalId_2", "pid_2").setResult(

						Result.newBuilder().setMetadata(

								Result.Metadata.newBuilder().addTitle(OafTest.getStructuredproperty("cccc Title", "sub title", "dnet:dataCite_title"))

										.setResulttype(OafTest.getQualifier("publication", "dnet:result_typologies"))))).build());

		oafList.add(getOaf("0.3").setEntity(

				getEntity("id_$", null, "pid_3").setResult(

						Result.newBuilder().setMetadata(

								Result.Metadata.newBuilder().setPublisher(OafTest.sf("AMER CHEMICAL SOCXXXXXXXXXXXXXXXXX"))

										.setResulttype(OafTest.getQualifier("publication", "dnet:result_typologies"))))).build());

		oafList.add(getOaf("0.5").setEntity(

				getEntity("id_5", null, null).setResult(

						Result.newBuilder().setMetadata(

								Result.Metadata.newBuilder().addTitle(OafTest.getStructuredproperty("hhhh title", "main title", "dnet:dataCite_title"))

										.setPublisher(OafTest.sf("AMER CHEMICAL SOC X"))

										.setResulttype(OafTest.getQualifier("publication", "dnet:result_typologies")).setStoragedate(OafTest.sf("2012-11-18"))

										.setLanguage(OafTest.getQualifier("eng", "dnet:languages")).addDescription(OafTest.sf("original description")))))

				.build());

		oafList.add(getOaf("0.6").setEntity(

				getEntity("id_6", null, "pid_6").setResult(

						Result.newBuilder().setMetadata(

								Result.Metadata.newBuilder().setResulttype(OafTest.getQualifier("publication", "dnet:result_typologies"))

										.addDescription(OafTest.sf("new description"))).addInstance(OafTest.getInstance("id", "name")))).build());

	}

	@Test

	public void test_merge() {

		final Oaf.Builder builder = Oaf.newBuilder();

		for (final Oaf oaf : oafList) {

			builder.mergeFrom(oaf);

		}

		final Result.Metadata.Builder metadata = builder.getEntityBuilder().getResultBuilder().getMetadataBuilder();

		final Iterable<StructuredProperty> filter = Iterables.filter(metadata.getTitleList(), new Predicate<StructuredProperty>() {

			@Override

			public boolean apply(final StructuredProperty sp) {

				return (sp.getQualifier() != null) && sp.getQualifier().getClassname().equals("main title");

			}

		});

		final StructuredProperty last = Iterables.getLast(filter);

		metadata.clearTitle().addAllTitle(Lists.newArrayList(last));

		System.out.println(builder.build().toString());

	}

	@Test

	public void test_merger() {

		final Oaf merge = merger.mergeEntities(null, "id", oafList).build();

		System.out.println(merge.toString());

	}

	// @Test

	// public void test_sort() {

	// Queue<Result> q = new PriorityQueue<Result>(3, DedupReducer.cmp);

	// for (Oaf oaf : oafList) {

	// q.add(oaf.getEntity().getResult());

	// }

	//

	// while (!q.isEmpty()) {

	// Result r = q.remove();

	// List<StructuredProperty> titles = r.getMetadata().getTitleList();

	// if (!titles.isEmpty()) {

	// System.out.println(titles.get(0).getValue());

	// }

	// }

	// }

	private Oaf.Builder getOaf(final String trust) {

		return Oaf.newBuilder().setKind(Kind.entity).setDataInfo(OafTest.getDataInfo(trust)).setLastupdatetimestamp(System.currentTimeMillis());

	}

	private OafEntity.Builder getEntity(final String id, final String originalId, final String pid) {

		final Builder entity =

				OafEntity.newBuilder().setType(Type.result).setId(id).addOriginalId(originalId != null ? originalId : UUID.randomUUID().toString());

		if (pid != null) {

			entity.addPid(OafTest.getStructuredproperty(pid, "class", "scheme"));

		}

		return entity;

	}

}

package eu.dnetlib.data.mapreduce.dedup.cc;

import java.util.TreeSet;

import eu.dnetlib.data.mapreduce.hbase.dedup.cc.VertexWritable;

import org.apache.commons.lang.StringUtils;

import org.apache.hadoop.io.Text;

import org.junit.Test;

import static org.junit.Assert.assertTrue;

/**

 * Created by claudio on 15/10/15.

 */

public class VertexWritableTest {

	@Test

	public void testSerialise() {

		VertexWritable v = new VertexWritable();

		v.setActivated(true);

		v.setVertexId(new Text("a"));

		TreeSet<Text> edges = new TreeSet<Text>();

		for(int i=0; i<5; i++) {

			edges.add(new Text("" + i));

		}

		v.setEdges(edges);

		assertTrue(v.toString() != null);

		final String json = v.toJSON();

		assertTrue(StringUtils.isNotBlank(json));

		System.out.println(json);

		final VertexWritable v1 = VertexWritable.fromJSON(json);

		final String json1 = v1.toJSON();

		assertTrue(json.equals(json1));

		System.out.println(json1);

	}

}

package eu.dnetlib.data.mapreduce.dedup;

import java.util.LinkedList;

import java.util.List;

import java.util.Map;

import java.util.PriorityQueue;

import java.util.Queue;

import java.util.UUID;

import org.apache.commons.io.IOUtils;

import org.junit.Before;

import org.junit.Test;

import org.springframework.core.io.ClassPathResource;

import com.google.common.collect.Lists;

import com.google.common.collect.Maps;

import eu.dnetlib.pace.clustering.NGramUtils;

import eu.dnetlib.pace.config.Type;

import eu.dnetlib.pace.model.Field;

import eu.dnetlib.pace.model.FieldListImpl;

import eu.dnetlib.pace.model.FieldValueImpl;

import eu.dnetlib.pace.model.MapDocument;

import eu.dnetlib.pace.model.MapDocumentComparator;

public class TitleOrderingTest {

	private List<MapDocument> results = Lists.newArrayList();

	@Before

	public void setUp() throws Exception {

		final List<String> lines = IOUtils.readLines(new ClassPathResource("eu/dnetlib/data/mapreduce/dedup/titles.txt").getInputStream());

		for (final String title : lines) {

			final Map<String, Field> fieldMap = Maps.newHashMap();

			final FieldListImpl list = new FieldListImpl();

			list.add(new FieldValueImpl(Type.String, "title", title));

			fieldMap.put("title", list);

			results.add(new MapDocument("id-" + UUID.randomUUID(), fieldMap));

		}

	}

	@Test

	public void test() {

		final Queue<MapDocument> queue = new PriorityQueue<MapDocument>(100, new MapDocumentComparator("title"));

		queue.addAll(results);

		final Queue<MapDocument> queue2 = simplifyQueue(queue);

		while (!queue2.isEmpty()) {

			final MapDocument doc = queue2.remove();

			System.out.println(doc.values("title").stringValue());

		}

	}

	private Queue<MapDocument> simplifyQueue(final Queue<MapDocument> queue) {

		final Queue<MapDocument> q = new LinkedList<MapDocument>();

		String fieldRef = "";

		final List<MapDocument> tempResults = Lists.newArrayList();

		while (!queue.isEmpty()) {

			final MapDocument result = queue.remove();

			if (!result.values("title").isEmpty()) {

				final String field = NGramUtils.cleanupForOrdering(result.values("title").stringValue());

				if (field.equals(fieldRef)) {

					tempResults.add(result);

				} else {

					if (tempResults.size() < 5) {

						q.addAll(tempResults);

					} else {

						System.out.println("Skipped field: " + fieldRef + " - size: " + tempResults.size());

					}

					tempResults.clear();

					tempResults.add(result);

					fieldRef = field;

				}

			}

		}

		if (tempResults.size() < 5) {

			q.addAll(tempResults);

		} else {

			System.out.println("Skipped field: " + fieldRef + " - size: " + tempResults.size());

		}

		return q;

	}

}

package eu.dnetlib.data.mapreduce.hbase.dedup.experiment;

import org.hsqldb.util.CSVWriter;

import org.junit.Test;

import org.junit.Before;

import org.junit.After;

import static org.junit.Assert.assertNotNull;

import static org.junit.Assert.assertTrue;

/**

 * CsvEntry Tester.

 *

 * @author <Authors name>

 * @version 1.0

 * @since <pre>Apr 20, 2016</pre>

 */

public class CsvEntryTest {

	private CsvEntry csvEntry;

	@Before

	public void before() throws Exception {

		csvEntry = new CsvEntry();

	}

	/**

	 * Method: addFeature(final String f)

	 */

	@Test

	public void testAddFeature() throws Exception {

		csvEntry.addFeature("a");

		assertTrue(csvEntry.getFeatures().contains("a"));

	}

	/**

	 * Method: getFeatures()

	 */

	@Test

	public void testGetFeatures() throws Exception {

		csvEntry.addFeature("a");

		assertNotNull(csvEntry.getFeatures());

		assertTrue(csvEntry.getFeatures().size() == 1);

	}

	/**

	 * Method: fromJson(final String json)

	 */

	@Test

	public void testFromJson() throws Exception {

		csvEntry.addFeature("a");

		csvEntry.addFeature("b");

		final String json = csvEntry.toString();

		final CsvEntry another = CsvEntry.fromJson(json);

		assertTrue(another.equals(csvEntry));

	}

}

package eu.dnetlib.data.mapreduce.hbase.dedup.experiment;

import static org.junit.Assert.assertEquals;

import java.util.Iterator;

import java.util.List;

import java.util.Set;

import java.util.UUID;

import com.google.common.base.Predicate;

import com.google.common.base.Splitter;

import com.google.common.collect.Iterables;

import com.google.common.collect.Lists;

import com.google.common.collect.Sets;

import eu.dnetlib.pace.model.Person;

import org.apache.commons.lang.RandomStringUtils;

import org.apache.commons.lang.StringUtils;

import org.apache.commons.lang.math.RandomUtils;

import org.apache.commons.logging.Log;

import org.apache.commons.logging.LogFactory;

import org.junit.Before;

import org.junit.Test;

/**

 * Created by claudio on 26/04/16.

 */

public class CsvSerialiserTest {

	private static final Log log = LogFactory.getLog(CsvSerialiserTest.class);

	private CsvSerialiser csvSerialiser;

	private static List<String> ALL_FEATURES = Lists.newLinkedList();

	static {

		ALL_FEATURES.add("a");

		ALL_FEATURES.add("b");

		ALL_FEATURES.add("c");

		ALL_FEATURES.add("d");

		ALL_FEATURES.add("e");

		ALL_FEATURES.add("f");

	}

	@Before

	public void setUp() {

		csvSerialiser = new CsvSerialiser();

	}

	@Test

	public void testSerialiser() {

		final List<CsvEntry> list = Lists.newArrayList();

		final int nRows = RandomUtils.nextInt(10) + 3;

		for(int i = 0; i<nRows; i++) {

			list.add(getRandomCsvEntry());

		}

		final String csv = csvSerialiser.asCSV(list);

		log.info("\n" + csv);

		verifyLength(csv);

	}

	@Test

	public void testSerialiser2() {

		final List<CsvEntry> list = Lists.newArrayList();

		final int nRows = RandomUtils.nextInt(10) + 3;

		for(int i = 0; i<nRows; i++) {

			list.add(getCsvEntry(i));

		}

		final String csv = csvSerialiser.asCSV(list);

		log.info("\n" + csv);

		verifyLength(csv);

	}

	@Test

	public void testSerialiser3() {

		final String name = "Manghi, Paolo as ";

		final Person p = new Person(name, false);

		final String s = p.getSurnameString() + StringUtils.substring(p.getNameString(), 0, 1);

		log.info(String.format("'%s'", s.replaceAll("[^a-zA-Z ]", "").toLowerCase().trim()));

	}

	private void verifyLength(final String csv) {

		final Iterator<String> lines = Splitter.on("\n").split(csv).iterator();

		final List<String> header = Lists.newArrayList(Splitter.on(",").split(lines.next()));

		while(lines.hasNext()) {

			List<String> line = Lists.newArrayList(Splitter.on(",").trimResults().omitEmptyStrings().split(lines.next()));

			if (!line.isEmpty()) {

				assertEquals(header.size(), line.size());

			}

		}

	}

	private CsvEntry getCsvEntry(final int i) {

		final CsvEntry e = new CsvEntry();

		e.setKey(i+"");

		final Set<String> features = Sets.newLinkedHashSet(Iterables.filter(ALL_FEATURES, new Predicate<String>() {

			@Override

			public boolean apply(final String s) {

				return RandomUtils.nextBoolean();

			}

		}));

		e.setFeatures(features);

		log.info(String.format("%s - %s", i, features));

		//log.info(e.toString() + "\n");

		return e;

	}

	public CsvEntry getRandomCsvEntry() {

		final CsvEntry e = new CsvEntry();

		e.setKey(UUID.randomUUID().toString());

		final int nFeatures = RandomUtils.nextInt(4) + 1;

		for(int i = 0; i<nFeatures; i++) {

			e.addFeature("ft." + RandomStringUtils.randomAlphabetic(2) + " \"" + RandomStringUtils.randomAlphabetic(2) + "\" " + RandomStringUtils.randomAlphabetic(2));

		}

		return e;

	}

}

package eu.dnetlib.data.mapreduce.hbase.broker;

import java.util.UUID;

import org.apache.commons.lang.math.RandomUtils;

import org.apache.commons.logging.Log;

import org.apache.commons.logging.LogFactory;

import org.dom4j.DocumentException;

import org.junit.Test;

import com.googlecode.protobuf.format.JsonFormat;

import eu.dnetlib.broker.objects.OpenAireEventPayload;

import eu.dnetlib.data.mapreduce.hbase.broker.mapping.EventFactory;

import eu.dnetlib.data.mapreduce.hbase.broker.mapping.HighlightFactory;

import eu.dnetlib.data.mapreduce.hbase.broker.mapping.OpenAireEventPayloadFactory;

import eu.dnetlib.data.mapreduce.hbase.broker.model.EventMessage;

import eu.dnetlib.data.mapreduce.util.OafTest;

import eu.dnetlib.data.proto.FieldTypeProtos.KeyValue;

import eu.dnetlib.data.proto.FieldTypeProtos.Qualifier;

import eu.dnetlib.data.proto.FieldTypeProtos.StructuredProperty;

import eu.dnetlib.data.proto.OafProtos.OafEntity;

import eu.dnetlib.data.proto.OafProtos.OafEntity.Builder;

import eu.dnetlib.data.proto.ResultProtos.Result;

import eu.dnetlib.data.proto.ResultProtos.Result.Instance;

import eu.dnetlib.data.proto.TypeProtos.Type;

/**

 * Created by claudio on 22/07/16.

 */

public class EventFactoryTest {

	private static final Log log = LogFactory.getLog(EventFactoryTest.class);

	@Test

	public void testEventFactory() throws DocumentException {

		final OafEntity source = getEntity("id_1", null, "pid_1").setResult(

				Result.newBuilder().setMetadata(

						Result.Metadata.newBuilder().setDateofacceptance(OafTest.sf("2012-01-01"))

								.addTitle(sp("vvvv Title", "main title", "dnet:dataCite_title"))

								.setResulttype(q("publication", "dnet:result_typologies")))

						.addInstance(Instance.newBuilder()

								.setHostedby(kv("456", "PubMed"))

								.setAccessright(q("OPEN", "dnet:licenses"))

								.addUrl("http://456")))

				.build();

		final OafEntity oaf = getEntity("id_2", "originalId_2", "pid_2").setResult(

				Result.newBuilder().setMetadata(

						Result.Metadata.newBuilder().setDateofacceptance(OafTest.sf(""))

								.addTitle(sp("aaaa Title", "main title", "dnet:dataCite_title"))

								.setResulttype(q("publication", "dnet:result_typologies")))

						.addInstance(

								Instance.newBuilder()

										.setHostedby(kv("123", "Puma"))

										.setAccessright(q("CLOSED", "dnet:licenses"))

										.addUrl("http://123")))

				.build();

		log.info("oaf: " + JsonFormat.printToString(oaf));

		final float trust = RandomUtils.nextFloat();

		final EventMessage event = EventFactory.asEvent(oaf, Topic.ENRICH_MISSING_PUBLICATION_DATE, new OpenAireEventPayload(), source, trust);

		final OpenAireEventPayload p = OpenAireEventPayloadFactory.fromOAF(oaf, source, trust);

		final OpenAireEventPayload payload = HighlightFactory.highlightEnrichPublicationDate(p, OafTest.sf("2012-01-01"));

		final String payloadJson = payload.toJSON();

		log.info("payload: " + payloadJson);

		log.info("payload: " + OpenAireEventPayload.fromJSON(payloadJson).toJSON());

		event.setPayload(payload.toJSON());

		log.info("event: " + event.toString());

	}

	private Qualifier.Builder q(final String classid, final String scheme) {

		return OafTest.getQualifier(classid, scheme);

	}

	private KeyValue.Builder kv(final String k, final String v) {

		return KeyValue.newBuilder().setKey(k).setValue(v);

	}

	private StructuredProperty.Builder sp(final String v, final String classid, final String scheme) {

		return OafTest.getStructuredproperty(v, classid, scheme);

	}

	private OafEntity.Builder getEntity(final String id, final String originalId, final String pid) {

		final Builder entity =

				OafEntity.newBuilder().setType(Type.result).setId(id).addOriginalId(originalId != null ? originalId : UUID.randomUUID().toString());

		if (pid != null) {

			entity.addPid(OafTest.getStructuredproperty(pid, "doi", "scheme"));

		}

		return entity;

	}

}

package eu.dnetlib.data.mapreduce.hbase.index.config;

import org.junit.Test;

import static org.junit.Assert.assertEquals;

import static org.junit.Assert.assertNotNull;

public class RelClassesTest {

	public static final String relClassesJson =

			"[\"isProvidedBy:provides\","

					+ "\"provides:isProvidedBy\","

					+ "\"merges:isMergedIn\","

					+ "\"isMergedIn:merges\","

					+ "\"isSimilarTo:isSimilarTo\","

					+ "\"isCoAuthorOf:isCoAuthorOf\","

					+ "\"isAuthorOf:hasAuthor\","

					+ "\"hasAuthor:isAuthorOf\","

					+ "\"isParticipant:hasParticipant\","

					+ "\"hasParticipant:isParticipant\","

					+ "\"isProducedBy:produces\","

					+ "\"produces:isProducedBy\","

					+ "\"hasAmongTopNSimilarDocuments:isAmongTopNSimilarDocuments\","

					+ "\"isAmongTopNSimilarDocuments:hasAmongTopNSimilarDocuments\","

					+ "\"isRelatedTo:isRelatedTo\","

					+ "\"isContact:hasContact\","

					+ "\"hasContact:isContact\","

					+ "\"isContributorOf:hasContributor\","

					+ "\"hasContributor:isContributorOf\","

					+ "\"isPartOf:hasPart\","

					+ "\"hasPart:isPartOf\","

					+ "\"isSupplementedBy:isSupplementTo\","

					+ "\"isSupplementTo:isSupplementedBy\","

					+ "\"hasAuthorInstitution:isAuthorInstitutionOf\","

					+ "\"isAuthorInstitutionOf:hasAuthorInstitution\"]";

	@Test

	public void testRelClasses() {

		RelClasses relClasses = new RelClasses(relClassesJson);

		assertNotNull(relClasses);

		String providedBy = relClasses.getInverse("provides");

		assertEquals(providedBy, "isProvidedBy");

		String provides = relClasses.getInverse("isProvidedBy");

		assertEquals(provides, "provides");

	}

}

package eu.dnetlib.data.mapreduce.hbase.index.config;

public class Context {

	public final static String xml = "<ContextDSResources>" + "<entry id=\"egi\" label=\"EGI\" name=\"context\" type=\"community\"/>"

			+ "<entry id=\"egi::classification\" label=\"Scientific Disciplines\" name=\"category\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc\" label=\"Natural Sciences\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::math\" label=\"Mathematics\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::math::applied\" label=\"Applied Mathematics\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::math::pure\" label=\"Pure Mathematics\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::math::stats\" label=\"Statistics and Probability\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::math::other\" label=\"Other\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::cosc\" label=\"Computer sciences\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::cosc::algo\" label=\"Algorithms\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::cosc::artii\" label=\"Artificial Intelligence\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::cosc::carc\" label=\"Computer architecture\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::cosc::ccomm\" label=\"Computer communications\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::cosc::cgraph\" label=\"Computer graphics\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::cosc::csecr\" label=\"Computer security and reliability\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::cosc::dstr\" label=\"Data structures\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::cosc::disc\" label=\"Distributed computing\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::cosc::hci\" label=\"Human-computer interaction\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::cosc::opes\" label=\"Operating systems\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::cosc::parc\" label=\"Parallel computing\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::cosc::plan\" label=\"Programming languages\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::cosc::qcom\" label=\"Quantum computing\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::cosc::softe\" label=\"software engineering\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::cosc::theo\" label=\"Theory of computation\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::cosc::other\" label=\"Other\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::infos\" label=\"Information sciences\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::infos::dman\" label=\"Data management\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::infos::dmin\" label=\"Data mining\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::infos::iret\" label=\"Information retrieval\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::infos::iman\" label=\"Information management\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::infos::kman\" label=\"Knowledge management\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::infos::mult\" label=\"Multimedia, hypermedia\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::infos::other\" label=\"Other\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::earths\" label=\"Earth sciences\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::earths::atms\" label=\"Atmospheric science\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::earths::clim\" label=\"Climate research\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::earths::geoc\" label=\"Geochemistry\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::earths::geol\" label=\"Geology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::earths::geop\" label=\"Geophysics\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::earths::hydr\" label=\"Hydrology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::earths::mine\" label=\"Mineralogy\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::earths::ocea\" label=\"Oceanography\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::earths::pala\" label=\"palaeontology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::earths::pgeo\" label=\"Physical geography\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::earths::seis\" label=\"Seismology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::earths::volc\" label=\"Volcanology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::earths::other\" label=\"Other\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::biosc\" label=\"Biological sciences\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::biosc::aerob\" label=\"Aerobiology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::biosc::bact\" label=\"Bacteriology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::biosc::behav\" label=\"Behavioural biology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::biosc::bimol\" label=\"Biochemistry and molecular biology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::biosc::bcons\" label=\"Biodiversity conservation\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::biosc::binfo\" label=\"Bioinformatics\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::biosc::brhy\" label=\"Biological rhythm\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::biosc::biol\" label=\"Biology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::biosc::bioph\" label=\"Biophysics\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::biosc::bota\" label=\"Botany\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::biosc::cellb\" label=\"Cell biology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::biosc::cobio\" label=\"Computational biology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::biosc::cryo\" label=\"Cryobiology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::biosc::devb\" label=\"Developmental biology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::biosc::ecol\" label=\"Ecology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::biosc::evolb\" label=\"Evolutionary biology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::biosc::gehe\" label=\"Genetics and heredity\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::biosc::marin\" label=\"Marine and Freshwater biology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::biosc::mbio\" label=\"Mathematical biology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::biosc::mibio\" label=\"Microbiology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::biosc::myco\" label=\"Mycology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::biosc::plant\" label=\"Plant science\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::biosc::repr\" label=\"Reproductive biology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::biosc::strub\" label=\"Structural biology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::biosc::taxo\" label=\"Taxonomy\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::biosc::theob\" label=\"Theoretical biology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::biosc::therm\" label=\"Thermal biology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::biosc::viro\" label=\"Virology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::biosc::zool\" label=\"Zoology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::biosc::other\" label=\"Other\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::physc\" label=\"Physical sciences\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::physc::acce\" label=\"Acceleration physics\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::physc::acou\" label=\"Acoustics\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::physc::aero\" label=\"Aerosol physics\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::physc::astrb\" label=\"Astrobiology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::physc::astrn\" label=\"Astronomy\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::physc::astrp\" label=\"Astroparticle physics\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::physc::astrph\" label=\"Astrophysics\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::physc::atmc\" label=\"Atomic\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::physc::chph\" label=\"Chemical physics\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::physc::comph\" label=\"Computational physics\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::physc::conds\" label=\"Condensed matter physics\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::physc::cryog\" label=\"Cryogenics\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::physc::fluid\" label=\"Fluid mechanics\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::physc::fusi\" label=\"Fusion\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::physc::hene\" label=\"High energy physics\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::physc::mathp\" label=\"Mathematical physics\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::physc::medip\" label=\"Medical physics\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::physc::molep\" label=\"Molecular physics\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::physc::nuclp\" label=\"Nuclear physics\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::physc::optc\" label=\"Optics\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::physc::partp\" label=\"Particle physics\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::physc::phys\" label=\"Physics\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::physc::plans\" label=\"Planetary science\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::physc::plsm\" label=\"Plasma physics\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::physc::spac\" label=\"Space physics\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::physc::quant\" label=\"Quantum physics\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::physc::other\" label=\"Other\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::chesc\" label=\"Chemical sciences\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::chesc::analc\" label=\"Analytical chemistry\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::chesc::chem\" label=\"Chemistry\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::chesc::collc\" label=\"Colloid chemistry\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::chesc::compc\" label=\"Computational chemistry\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::chesc::elecc\" label=\"Electrochemistry\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::chesc::innuc\" label=\"Inorganic and nuclear chemistry\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::chesc::mathc\" label=\"Mathematical chemistry\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::chesc::orgc\" label=\"Organic chemistry\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::chesc::phyc\" label=\"Physical chemistry\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::chesc::polc\" label=\"Polymer chemistry\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::natsc::chesc::other\" label=\"Other\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt\" label=\"Engineering and Technology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::cieng\" label=\"Civil engineering\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::civeng::arche\" label=\"Architecture engineering\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::civeng::cieng\" label=\"Civil engineering\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::civeng::cipro\" label=\"Civil protection\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::civeng::costr\" label=\"Construction/Structural engineering\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::civeng::treng\" label=\"Transport engineering\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::civeng::other\" label=\"Other\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::eeie\" label=\"Electrical, electronic and information engineering\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::eeie::comes\" label=\"Communication engineering and systems\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::eeie::comha\" label=\"Computer hardware and architecture\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::eeie::elele\" label=\"Electrical and electronic engineering\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::eeie::robaut\" label=\"Robotics, Automation and Control Systems\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::eeie::other\" label=\"Other\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::meng\" label=\"Mechanical engineering\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::meng::apmec\" label=\"Applied mechanics\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::meng::audm\" label=\"Audio engineering\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::meng::nucl\" label=\"Nuclear related engineering\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::meng::relia\" label=\"Reliability analysis\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::meng::therd\" label=\"Thermodynamics\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::meng::other\" label=\"other\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::aeros\" label=\"Aerospace engineering\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::aeros::aeren\" label=\"Aeronautical engineering\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::aeros::astren\" label=\"Astronautical engineering\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::aeros::other\" label=\"Other\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::cheme\" label=\"Chemical engineering\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::cheme::cheme\" label=\"Chemical engineering\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::cheme::chempr\" label=\"Chemical process engineering\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::cheme::other\" label=\"Other\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::maten\" label=\"Materials engineering\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::maten::ceram\" label=\"Ceramics\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::maten::coatf\" label=\"Coating and films\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::maten::compos\" label=\"Composites\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::maten::paperw\" label=\"Paper and wood\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::maten::text\" label=\"Textiles\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::maten::other\" label=\"Other\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::bioeng\" label=\"Bioengineering and Biomedical engineering\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::bioeng::bioeng\" label=\"Bioengineering\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::bioeng::biomed\" label=\"Biomedical engineering\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::bioeng::other\" label=\"Other\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::enveng\" label=\"Environmental engineering\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::enveng::enfue\" label=\"Energy and fuels\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::enveng::geoen\" label=\"Geological engineering\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::enveng::geote\" label=\"Geotechnics\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::enveng::oceae\" label=\"Ocean engineering\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::enveng::minep\" label=\"Mining and mineral processing\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::enveng::petren\" label=\"Petroleum engineering\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::enveng::remse\" label=\"Remote sensing\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::enveng::seav\" label=\"Sea vessels\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::enveng::other\" label=\"Other\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::envbio\" label=\"Environmental biotechnology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::envbio::biore\" label=\"Bioremediation\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::envbio::diabi\" label=\"Diagnostic biotechnologies\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::envbio::other\" label=\"Other\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::indbio\" label=\"Industrial  biotechnology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::indbio::biden\" label=\"Bio-derived novel materials\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::indbio::bicat\" label=\"Biocatalysis\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::indbio::bibul\" label=\"Bioderived bulk and fine chemicals\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::indbio::bifue\" label=\"Biofuels\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::indbio::bimat\" label=\"Biomaterials\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::indbio::bipro\" label=\"Bioprocessing technologies\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::indbio::biprd\" label=\"Bioproducts\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::indbio::ferm\" label=\"Fermentation\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::indbio::other\" label=\"Other\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::nante\" label=\"Nano-technology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::nante::nanma\" label=\"Nano-materials\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::nante::nanpr\" label=\"Nano-processes\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::engt::nante::other\" label=\"Other\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc\" label=\"Medical and Health Sciences\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::basicm\" label=\"Basic medicine\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::basicm::anatm\" label=\"Anatomy and morphology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::basicm::hugen\" label=\"Human genetics\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::basicm::immu\" label=\"Immunology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::basicm::medch\" label=\"Medicinal chemistry\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::basicm::neusc\" label=\"Neuroscience\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::basicm::path\" label=\"Pathology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::basicm::pharm\" label=\"Pharmacology and pharmacy\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::basicm::physi\" label=\"Physiology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::basicm::toxi\" label=\"Toxicology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::basicm::other\" label=\"Other\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::clinm\" label=\"Clinical medicine\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::clinm::alle\" label=\"Allergy\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::clinm::anae\" label=\"Anaesthesiology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::clinm::andro\" label=\"Andrology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::clinm::cardi\" label=\"Cardiac and Cardiovascular systems\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::clinm::emerg\" label=\"Critical care/Emergency medicine\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::clinm::dent\" label=\"Dentistry, oral surgery/medicine\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::clinm::derm\" label=\"Dermatology and venereal diseases\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::clinm::gastr\" label=\"Gastroenterology and hepatology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::clinm::gener\" label=\"General and internal medicine\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::clinm::geria\" label=\"Geriatrics and gerontology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::clinm::hema\" label=\"Hematology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::clinm::compl\" label=\"Integrative and Complementary medicine\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::clinm::medim\" label=\"Medical imaging\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::clinm::nucim\" label=\"Nuclear medicine\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::clinm::obstg\" label=\"Obstetrics and gynaecology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::clinm::oncol\" label=\"Oncology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::clinm::ophth\" label=\"Ophthalmology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::clinm::optom\" label=\"Optometry\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::clinm::ortho\" label=\"Orthopaedics\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::clinm::otori\" label=\"Otorhinolaryngology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::clinm::paedi\" label=\"Paediatrics\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::clinm::periph\" label=\"Peripheral vascular disease\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::clinm::psych\" label=\"Psychiatry\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::clinm::radio\" label=\"Radiology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::clinm::respi\" label=\"Respiratory systems\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::clinm::rheum\" label=\"Rheumatology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::clinm::surge\" label=\"Surgery\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::clinm::transp\" label=\"Transplantation\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::clinm::urol\" label=\"Urology and nephrology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::clinm::other\" label=\"Other\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::healsc\" label=\"Health science\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::healsc::epide\" label=\"Epidemiology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::healsc::caresc\" label=\"Health care science and services\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::healsc::policy\" label=\"Health policy and services\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::healsc::infec\" label=\"Infectious diseases\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::healsc::ethic\" label=\"Medical ethics\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::healsc::nurse\" label=\"Nursing\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::healsc::nutri\" label=\"Nutrition and Dietetics\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::healsc::occup\" label=\"Occupational health\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::healsc::paras\" label=\"Parasitology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::healsc::publi\" label=\"Public and environmental health\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::healsc::sobio\" label=\"Social biomedical science\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::healsc::sport\" label=\"Sport and fitness science\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::healsc::subst\" label=\"Substance abuse\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::healsc::trop\" label=\"Tropical medicine\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::healsc::other\" label=\"Other\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::medbio\" label=\"Medical biotechnology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::medbio::bdev\" label=\"Biomedical devices\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::medbio::hbio\" label=\"Health-related biotechnology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::medbio::phbio\" label=\"Pharmaceutical biotechnology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::medbio::bioeth\" label=\"Biotechnology and medical ethics\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::medbio::mdia\" label=\"Molecular diagnostics\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::medbio::bmani\" label=\"Biophysical manipulation\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::medsc::medbio::other\" label=\"Other\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::agrisc\" label=\"Agricultural Sciences\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::agrisc::agrfor\" label=\"Agriculture, forestry, and fisheries\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::agrisc::agrfor::agri\" label=\"Agriculture\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::agrisc::agrfor::agrpl\" label=\"Agronomy, plant breeding, plant protection\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::agrisc::agrfor::fish\" label=\"Fishery\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::agrisc::agrfor::fore\" label=\"Forestry\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::agrisc::agrfor::horti\" label=\"Horticulture and viticulture\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::agrisc::agrfor::soil\" label=\"Soil science\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::agrisc::agrfor::other\" label=\"Other\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::agrisc::anisc\" label=\"Animal and dairy sciences\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::agrisc::anisc::anisc\" label=\"Animal science\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::agrisc::anisc::dair\" label=\"Dairy science\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::agrisc::anisc::husb\" label=\"Husbandry\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::agrisc::anisc::pets\" label=\"Pets\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::agrisc::anisc::other\" label=\"Other\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::agrisc::vetsc\" label=\"Veterinary sciences\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::agrisc::vetsc::vanae\" label=\"Veterinary anaesthesiology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::agrisc::vetsc::vmed\" label=\"Veterinary medicine\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::agrisc::vetsc::vophth\" label=\"Veterinary ophtahlmology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::agrisc::vetsc::vpath\" label=\"Veterinary pathobiology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::agrisc::vetsc::vrad\" label=\"Veterinary radiology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::agrisc::vetsc::vrepr\" label=\"Veterinary reproduction\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::agrisc::vetsc::vsurg\" label=\"Veterinary surgery\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::agrisc::vetsc::other\" label=\"Other\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::agrisc::agrbio\" label=\"Agricultural biotechnology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::agrisc::agrbio::bmass\" label=\"Biomass feedstock production tech.\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::agrisc::agrbio::bphar\" label=\"Biopharming\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::agrisc::agrbio::diagn\" label=\"Diagnostics\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::agrisc::agrbio::fbiot\" label=\"Food biotechnology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::agrisc::agrbio::gmtec\" label=\"GM technology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::agrisc::agrbio::lclon\" label=\"Livestock cloning\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::agrisc::agrbio::masel\" label=\"Marker assisted selection\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::agrisc::agrbio::other\" label=\"Other\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc\" label=\"Social Sciences\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::psych\" label=\"Psychology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::psych::biops\" label=\"Biological Psychology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::psych::clips\" label=\"Clinical Psychology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::psych::cogps\" label=\"Cognitive Psychology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::psych::comps\" label=\"Comparative Psychology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::psych::devps\" label=\"Developmental Psychology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::psych::edups\" label=\"Educational and School Psychology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::psych::evops\" label=\"Evolutionary Psychology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::psych::indps\" label=\"Industrial-organisational Psychology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::psych::persps\" label=\"Personality Psychology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::psych::posps\" label=\"Positive Psychology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::psych::socps\" label=\"Social Psychology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::psych::other\" label=\"Other\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::econ\" label=\"Economics, finance and business\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::econ::busman\" label=\"Business and management\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::econ::econom\" label=\"Economics and Econometrics\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::econ::finan\" label=\"Finance\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::econ::indus\" label=\"Industrial relations\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::econ::other\" label=\"Other\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::edusc\" label=\"Educational sciences\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::edusc::genedu\" label=\"General Education\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::edusc::spedu\" label=\"Special Education\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::edusc::other\" label=\"Other\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::socio\" label=\"Sociology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::socio::anthro\" label=\"Anthropology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::socio::demog\" label=\"Demography\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::socio::ethno\" label=\"Ethnology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::socio::famil\" label=\"Family studies\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::socio::socst\" label=\"Social studies\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::socio::sowork\" label=\"Social work\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::socio::sociol\" label=\"Sociology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::socio::women\" label=\"Women's and gender studies\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::socio::other\" label=\"Other\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::law\" label=\"Law\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::law::canol\" label=\"Canon Law\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::law::civill\" label=\"Civil Law\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::law::comparl\" label=\"Comparative Law\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::law::compel\" label=\"Competition Law\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::law::constl\" label=\"Constitutional Law\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::law::crimil\" label=\"Criminal Law\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::law::islaml\" label=\"Islamic Law\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::law::jewil\" label=\"Jewish Law\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::law::juris\" label=\"Jurisprudence\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::law::other\" label=\"Other\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::polsc\" label=\"Political Sciences\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::polsc::compp\" label=\"Comparative Politics\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::polsc::empir\" label=\"Empirical pata analysis\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::polsc::intre\" label=\"International relations\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::polsc::organ\" label=\"Organisational theory\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::polsc::polec\" label=\"Political economy\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::polsc::polph\" label=\"Political philosophy\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::polsc::pubad\" label=\"Public administration\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::polsc::thsta\" label=\"Theories of the state\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::polsc::other\" label=\"Other\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::soecge\" label=\"Social and economic geography\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::soecge::cuecge\" label=\"Cultural and economic geography\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::soecge::transp\" label=\"Transport planning\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::soecge::urbst\" label=\"Urban studies\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::soecge::other\" label=\"Other\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::media\" label=\"Media and communications\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::media::cuecge\" label=\"Information science - social\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::media::journ\" label=\"Journalism\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::media::librsc\" label=\"Library science\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::media::mediasoc\" label=\"Media and socio-cultural communication\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::sosc::media::other\" label=\"Other\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::human\" label=\"Humanities\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::human::hist\" label=\"History and Archaeology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::human::hist::archae\" label=\"Archaeology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::human::hist::hist\" label=\"History\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::human::hist::other\" label=\"Other\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::human::lang\" label=\"Languages and literature\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::human::lang::genlang\" label=\"General language studies\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::human::lang::genlit\" label=\"General literature studies\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::human::lang::ling\" label=\"Linguistics\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::human::lang::liter\" label=\"Literary theory\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::human::lang::splang\" label=\"Specific languages\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::human::lang::split\" label=\"Specific literatures\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::human::lang::other\" label=\"Other\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::human::philos\" label=\"Philosophy, ethics and religion\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::human::philos::ethic\" label=\"Ethics\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::human::philos::philsc\" label=\"Philosophy of science/technology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::human::philos::philo\" label=\"Philosophy\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::human::philos::relig\" label=\"Religious studies\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::human::philos::theol\" label=\"Theology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::human::philos::other\" label=\"Other\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::human::arts\" label=\"Arts\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::human::arts::archi\" label=\"Architectural design\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::human::arts::folk\" label=\"Folklore Studies\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::human::arts::media\" label=\"Media Studies\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::human::arts::music\" label=\"Musicology\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::human::arts::perf\" label=\"Performing arts studies\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::human::arts::Other\" label=\"Other\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::supp\" label=\"Support Activities\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::supp::digarc\" label=\"Digital Archives\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::supp::infra\" label=\"Infrastructure Development\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::supp::train\" label=\"Training/Demonstrations\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::classification::supp::other\" label=\"Other\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::projects\" label=\"EGI Projects\" name=\"category\" type=\"\"/>"

			+ "<entry id=\"egi::projects::biomedbridges\" label=\"BioMedBridges\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::projects::biovel\" label=\"BioVel\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::projects::chain\" label=\"CHAIN\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::projects::dchrp\" label=\"DCH-RP\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::projects::decide\" label=\"DECIDE\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::projects::drihms\" label=\"DRIHMS\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::projects::efiscal\" label=\"e-Fiscal\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::projects::esciencetalk\" label=\"e-ScienceTalk\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::projects::ige\" label=\"IGE\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::projects::enventory\" label=\"e.NVENTORY\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::projects::egdi\" label=\"EDGI\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::projects::egiinspire\" label=\"EGI-InSPIRE\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::projects::emi\" label=\"EMI\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::projects::envri\" label=\"ENVRI\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::projects::erflow\" label=\"ER-Flow\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::projects::mantychore\" label=\"MANTYCHORE\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::projects::mapper\" label=\"MAPPER\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::projects::scalalife\" label=\"SCALALIFE\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::projects::scibus\" label=\"SCI-BUS\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::projects::shiwa\" label=\"SHIWA\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::projects::siena\" label=\"SIENA\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::projects::stratuslab\" label=\"STRATUSLAB\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::projects::uvasce\" label=\"UVACSE\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::projects::verce\" label=\"VERCE\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::projects::wenmr\" label=\"WENMR\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::projects::helixn\" label=\"Helix Nebula\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::projects::fedsm\" label=\"FedSM\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::country\" label=\"Countries\" name=\"category\" type=\"\"/>"

			+ "<entry id=\"egi::country::ba\" label=\"Bosnia and Herzegovina\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::country::be\" label=\"Belgium\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::country::bg\" label=\"Bulgaria\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::country::ch\" label=\"Switzerland\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::country::cy\" label=\"Cyprus\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::country::cz\" label=\"Czech Republic\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::country::de\" label=\"Germany\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::country::dk\" label=\"Denmark\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::country::ee\" label=\"Estonia\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::country::es\" label=\"Spain\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::country::fi\" label=\"Finland\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::country::fr\" label=\"France\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::country::gr\" label=\"Greece\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::country::hr\" label=\"Croatia\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::country::hu\" label=\"Hungary\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::country::ie\" label=\"Ireland\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::country::il\" label=\"Israel\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::country::it\" label=\"Italy\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::country::lt\" label=\"Lithuania\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::country::lu\" label=\"Luxembourg\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::country::lv\" label=\"Latvia\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::country::me\" label=\"Montenegro\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::country::mk\" label=\"Macedonia\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::country::nl\" label=\"the Netherlands\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::country::nr\" label=\"Norway\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::country::pl\" label=\"Poland\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::country::pt\" label=\"Portugal\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::country::ro\" label=\"Romania\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::country::rs\" label=\"Serbia\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::country::si\" label=\"Slovenia\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::country::sk\" label=\"Slovakia\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::country::se\" label=\"Sweden\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::country::tr\" label=\"Turkey\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::country::uk\" label=\"United Kingdom\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::country::am\" label=\"ARmenia\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::country::md\" label=\"Moldova\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::country::ru\" label=\"Russia\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::organisation\" label=\"EGI Members\" name=\"category\" type=\"\"/>"

			+ "<entry id=\"egi::organisation::etfbl\" label=\"ETFBL\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::organisation::belnet\" label=\"BELNET\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::organisation::iictbas\" label=\"IICT-BAS\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::organisation::swing\" label=\"SWiNG\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::organisation::cygrid\" label=\"CyGrid\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::organisation::cesnet\" label=\"CESNET\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::organisation::gaussallianz\" label=\"Gauss-Allianz\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::organisation::dcsc\" label=\"DCSC\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::organisation::eenet\" label=\"EENet\" name=\"concept\" type=\"\"/>"

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			+ "<entry id=\"egi::virtual::102\" label=\"nw_ru\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::virtual::2175\" label=\"social.vo.ibergrid.eu\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::virtual::10281\" label=\"lsst\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::virtual::57\" label=\"voce\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::virtual::12\" label=\"vo.sixt.cern.ch\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::virtual::2112\" label=\"seismo.see-grid-sci.eu\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::virtual::1890\" label=\"vo.cs.br\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::virtual::1530\" label=\"t2k.org\" name=\"concept\" type=\"\"/>"

			+ "<entry id=\"egi::virtual::10264\" label=\"net.egi.eu\" name=\"concept\" type=\"\"/>" + "</ContextDSResources>";

}

package eu.dnetlib.data.mapreduce.hbase.index.config;

import static org.junit.Assert.assertFalse;

import static org.junit.Assert.assertNotNull;

import static org.junit.Assert.assertTrue;

import java.util.Map.Entry;

import org.dom4j.DocumentException;

import org.junit.Before;

import org.junit.Test;

public class ContextMapperTest {

	private ContextMapper contextMapper;

	@Before

	public void setUp() throws Exception {

		contextMapper = ContextMapper.fromXml(Context.xml);

		assertNotNull(contextMapper);

	}

	@Test

	public void test() throws DocumentException {

		assertTrue(contextMapper.size() > 0);

		for (Entry<String, ContextDef> entry : contextMapper.entrySet()) {

			ContextDef def = entry.getValue();

			try {

				assertNotNull(def.getId());

				assertNotNull(def.getLabel());

				assertNotNull(def.getName());

				assertFalse(def.getId().isEmpty());

				assertFalse(def.getLabel().isEmpty());

				assertFalse(def.getName().isEmpty());

				if (def.getName().equals("context")) {

					assertNotNull(def.getType());

					assertFalse(def.getType().isEmpty());

				}

			} catch (Throwable e) {

				System.out.println("aaa");

			}

		}

	}

}

package eu.dnetlib.data.mapreduce.hbase.index.config;

import eu.dnetlib.data.mapreduce.util.RelDescriptor;

import eu.dnetlib.data.proto.TypeProtos.Type;

import org.junit.Test;

import static org.junit.Assert.*;

public class IndexConfigTest {

	public static final String config =

			"index.conf { "

					+ "result { dups = true, links = ["

					+ "{ relType = resultProject_outcome_isProducedBy, targetEntity = result, expandAs = rel, symmetric = true, fields = [title,dateofacceptance,publisher,resulttype], max = 1 }, "

					+ "{ relType = resultResult_dedup_isMergedIn, targetEntity = result, expandAs = child, symmetric = true, fields = [title,dateofacceptance,publisher,resulttype,pid] }, "

					+ "{ relType = resultResult_dedup_merges, targetEntity = result, expandAs = child, symmetric = true, fields = [title,dateofacceptance,publisher,resulttype,pid] }, "

					+ "{ relType = resultResult_publicationDataset_isRelatedTo, targetEntity = result, expandAs = rel, symmetric = true, fields = [title,dateofacceptance,publisher,resulttype,pid,url,collectedfrom] },"

					+ "{ relType = resultResult_similarity_isAmongTopNSimilarDocuments, targetEntity = result, expandAs = rel, symmetric = true, fields = [title,dateofacceptance,publisher,resulttype,similarity,type,pid] },"

					+ "{ relType = resultResult_similarity_hasAmongTopNSimilarDocuments, targetEntity = result, expandAs = rel, symmetric = true, fields = [title,dateofacceptance,publisher,resulttype,similarity,type,pid] },"

					+ "{ relType = resultResult_supplement_isSupplementTo, targetEntity = result, expandAs = rel, symmetric = true, fields = [title,dateofacceptance,publisher,resulttype,similarity,type,pid,url,collectedfrom] },"

					+ "{ relType = resultResult_supplement_isSupplementedBy, targetEntity = result, expandAs = rel, symmetric = true, fields = [title,dateofacceptance,publisher,resulttype,similarity,type,pid,url,collectedfrom] },"

					+ "{ relType = resultResult_part_isPartOf, targetEntity = result, expandAs = rel, symmetric = true, fields = [title,dateofacceptance,publisher,resulttype,similarity,type,pid,url] },"

					+ "{ relType = resultResult_part_hasPart, targetEntity = result, expandAs = rel, symmetric = true, fields = [title,dateofacceptance,publisher,resulttype,similarity,type,pid,url] }"

					+ "]}, "

					+ "datasource { dups = false, links = ["

					+ "{ relType = datasourceOrganization_provision_provides, targetEntity = organization, expandAs = rel, symmetric = true, fields = [officialname,websiteurl,datasourcetype,aggregatortype] } "

					+ "]}, "

					+ "organization { dups = false, links = ["

					+ "{ relType = projectOrganization_participation_isParticipant, targetEntity = project, expandAs = rel, symmetric = true, fields = [legalname,legalshortname,websiteurl,country] }, "

					+ "{ relType = datasourceOrganization_provision_isProvidedBy, targetEntity = datasource, expandAs = rel, symmetric = true, fields = [legalname,legalshortname,websiteurl,country] }, "

					+ "{ relType = organizationOrganization_dedup_merges, targetEntity = organization, expandAs = child, symmetric = true, fields = [legalname,legalshortname,websiteurl,country] }, "

					+ "{ relType = organizationOrganization_dedup_isMergedIn, targetEntity = organization, expandAs = child, symmetric = true, fields = [legalname,legalshortname,websiteurl,country] }, "

					+ "{ relType = resultOrganization_affiliation_isAuthorInstitutionOf, targetEntity = result, expandAs = rel, symmetric = true, fields = [legalname,legalshortname,websiteurl,country] }"

					+ "]}, "

					+ "project { dups = false, links = ["

					+ "{ relType = projectOrganization_participation_hasParticipant, targetEntity = organization, expandAs = rel, symmetric = true, fields = [code,acronym,title,websiteurl,contracttype,fundingtree] }, "

					+ "{ relType = resultProject_outcome_produces, targetEntity = result, expandAs = rel, symmetric = true, fields = [code,acronym,title,websiteurl,contracttype,fundingtree] } "

					+ "], excludeFields = [jsonextrainfo,optional1,optional2]}} ";

	public static final String configWithIncludesExcludes =

			"index.conf { "

					+ "result { dups = true, links = ["

					+ "{ relType = resultResult_dedup_isMergedIn, targetEntity = result, expandAs = child, symmetric = true, fields = [title,dateofacceptance,publisher,resulttype,pid] }, "

					+ "{ relType = resultResult_dedup_merges, targetEntity = result, expandAs = child, symmetric = true, fields = [title,dateofacceptance,publisher,resulttype,pid] }, "

					+ "{ relType = resultResult_publicationDataset_isRelatedTo, targetEntity = result, expandAs = rel, symmetric = true, fields = [title,dateofacceptance,publisher,resulttype,pid,url,collectedfrom] },"

					+ "{ relType = resultResult_similarity_isAmongTopNSimilarDocuments, targetEntity = result, expandAs = rel, symmetric = true, fields = [title,dateofacceptance,publisher,resulttype,similarity,type,pid] },"

					+ "{ relType = resultResult_similarity_hasAmongTopNSimilarDocuments, targetEntity = result, expandAs = rel, symmetric = true, fields = [title,dateofacceptance,publisher,resulttype,similarity,type,pid] },"

					+ "{ relType = resultResult_supplement_isSupplementTo, targetEntity = result, expandAs = rel, symmetric = true, fields = [title,dateofacceptance,publisher,resulttype,similarity,type,pid,url,collectedfrom] },"

					+ "{ relType = resultResult_supplement_isSupplementedBy, targetEntity = result, expandAs = rel, symmetric = true, fields = [title,dateofacceptance,publisher,resulttype,similarity,type,pid,url,collectedfrom] },"

					+ "{ relType = resultResult_part_isPartOf, targetEntity = result, expandAs = rel, symmetric = true, fields = [title,dateofacceptance,publisher,resulttype,similarity,type,pid,url] },"

					+ "{ relType = resultResult_part_hasPart, targetEntity = result, expandAs = rel, symmetric = true, fields = [title,dateofacceptance,publisher,resulttype,similarity,type,pid,url] }"

					+ "], excludeFields = [jsonextrainfo] } "