diff --git a/vipra-cmd/src/main/java/de/vipra/cmd/lda/DTMAnalyzer.java b/vipra-cmd/src/main/java/de/vipra/cmd/lda/DTMAnalyzer.java
index 25fe7de094f1f0032c07e98f36f3642b821b0918..17bca671d55ea5a263efa8941797e1c394d933dd 100644
--- a/vipra-cmd/src/main/java/de/vipra/cmd/lda/DTMAnalyzer.java
+++ b/vipra-cmd/src/main/java/de/vipra/cmd/lda/DTMAnalyzer.java
@@ -133,10 +133,26 @@ public class DTMAnalyzer extends Analyzer {
 			in.close();
 			p.waitFor();
 
-			// read topic definition files and create topics
-
 			final int wordCount = vocab.size();
 			final int sequencesCount = seqindex.sequenceCount();
+			final int articlesCount = index.size();
+
+			// read topic distributions
+
+			final File gamFile = new File(outDirSeq, "gam.dat");
+			in = new BufferedReader(new InputStreamReader(new FileInputStream(gamFile)));
+
+			final double[][] topicDistributions = new double[articlesCount][Constants.K_TOPICS];
+			for (int idxArticle = 0; idxArticle < articlesCount; idxArticle++) {
+				for (int idxTopic = 0; idxTopic < Constants.K_TOPICS; idxTopic++) {
+					topicDistributions[idxArticle][idxTopic] = Double.parseDouble(in.readLine());
+				}
+			}
+
+			in.close();
+
+			// read topic definition files and create topics
+
 			// collects created topics
 			final List<TopicFull> newTopics = new ArrayList<>(Constants.K_TOPICS);
 			// collects created words
@@ -179,22 +195,20 @@ public class DTMAnalyzer extends Analyzer {
 				// collect top words in each sequence for topic name
 				final Set<TopicWord> topTopicWords = new HashSet<>();
 
-				// go through each sequence and gather all words that are above
-				// the minimum relative word likeliness
+				// go through each sequence and gather all words
 				for (int idxSeq = 0; idxSeq < sequencesCount; idxSeq++) {
 					// calculate relative cutoff probability
-					final double minAcceptableSeqLikeliness;
-					if (Constants.MINIMUM_RELATIVE_PROB > 0) {
-						final double maxSeqLikeliness = maxSeqLikelinesses[idxSeq];
-						minAcceptableSeqLikeliness = (maxSeqLikeliness >= 0 ? 1 : 2 - Constants.MINIMUM_RELATIVE_PROB)
-								* maxSeqLikeliness;
-					}
+					final double maxSeqLikeliness = maxSeqLikelinesses[idxSeq];
+					final double minRelativeSeqLikeliness = Constants.MINIMUM_RELATIVE_PROB
+							* Math.abs(maxSeqLikeliness);
 
 					// collect words
 					final List<TopicWord> newSeqTopicWords = new ArrayList<>(wordCount);
 					for (int idxWord = 0; idxWord < wordCount; idxWord++) {
 						final double likeliness = likelinesses[idxWord][idxSeq];
-						if (!seqRelativeCutoff || likeliness >= minAcceptableSeqLikeliness) {
+						// check if word acceptable
+						if (!seqRelativeCutoff || (maxSeqLikeliness >= 0 && likeliness >= minRelativeSeqLikeliness)
+								|| (maxSeqLikeliness < 0 && Math.abs(likeliness) >= minRelativeSeqLikeliness)) {
 							final Word word = vocab.getWord(idxWord);
 							newWords.add(word);
 							final TopicWord topicWord = new TopicWord(word, likeliness);
@@ -246,18 +260,10 @@ public class DTMAnalyzer extends Analyzer {
 
 			// create topic references
 
-			final File gamFile = new File(outDirSeq, "gam.dat");
-			in = new BufferedReader(new InputStreamReader(new FileInputStream(gamFile)));
-
+			int idxArticle = 0;
 			for (final String articleId : index) {
-				// normalize topic proportions
-				double totalTopicProportions = 0;
-				final double[] topicProportions = new double[Constants.K_TOPICS];
-				for (int idxTopic = 0; idxTopic < Constants.K_TOPICS; idxTopic++) {
-					final double topicProportion = Double.parseDouble(in.readLine());
-					topicProportions[idxTopic] = topicProportion;
-					totalTopicProportions += topicProportion;
-				}
+				double[] topicDistribution = topicDistributions[idxArticle++];
+				double topicDistributionSum = ArrayUtils.sum(topicDistribution);
 
 				// create topic references
 				final List<TopicRef> newTopicRefs = new ArrayList<>(Constants.K_TOPICS);
@@ -265,7 +271,7 @@ public class DTMAnalyzer extends Analyzer {
 					final TopicRef newTopicRef = new TopicRef();
 					final TopicFull topicFull = newTopics.get(idxTopic);
 					newTopicRef.setTopic(new Topic(topicFull.getId()));
-					newTopicRef.setShare(topicProportions[idxTopic] / totalTopicProportions);
+					newTopicRef.setShare(topicDistribution[idxTopic] / topicDistributionSum);
 					newTopicRefs.add(newTopicRef);
 				}
 
@@ -287,8 +293,6 @@ public class DTMAnalyzer extends Analyzer {
 				}
 			}
 
-			in.close();
-
 		} catch (IOException | InterruptedException e) {
 			throw new AnalyzerException(e);
 		}
diff --git a/vipra-util/src/main/java/de/vipra/util/ArrayUtils.java b/vipra-util/src/main/java/de/vipra/util/ArrayUtils.java
index ce7ea92bbf0298d13251bce61e4b71cb884763cd..971bcfb24078764f801c7c924e274ed1c6aa75cd 100644
--- a/vipra-util/src/main/java/de/vipra/util/ArrayUtils.java
+++ b/vipra-util/src/main/java/de/vipra/util/ArrayUtils.java
@@ -37,4 +37,11 @@ public class ArrayUtils {
 		return maximum;
 	}
 
+	public static double sum(double[] values) {
+		double result = 0;
+		for (int i = 0; i < values.length; i++)
+			result += values[i];
+		return result;
+	}
+
 }
diff --git a/vipra-util/src/main/java/de/vipra/util/Constants.java b/vipra-util/src/main/java/de/vipra/util/Constants.java
index 6232b169d143986431ffa9a3e303dfed0fa2fd1a..7fa9823208f3dba6ed9ad23acf04933e31e60c70 100644
--- a/vipra-util/src/main/java/de/vipra/util/Constants.java
+++ b/vipra-util/src/main/java/de/vipra/util/Constants.java
@@ -143,79 +143,91 @@ public class Constants {
 	 * Stopwords list. Extensive list of stopwords used to clean imported
 	 * articles of the most common words before topic modeling is applied.
 	 */
-	public static final List<String> STOPWORDS = Arrays.asList("'ll", "'ve", "a", "able", "about", "above", "abst",
-			"accordance", "according", "accordingly", "across", "act", "actually", "added", "adj", "affected",
-			"affecting", "affects", "after", "afterwards", "again", "against", "ah", "all", "almost", "alone", "along",
-			"already", "also", "although", "always", "am", "among", "amongst", "an", "and", "announce", "another",
-			"any", "anybody", "anyhow", "anymore", "anyone", "anything", "anyway", "anyways", "anywhere", "apparently",
-			"approximately", "are", "area", "areas", "aren", "arent", "arise", "around", "as", "aside", "ask", "asked",
-			"asking", "asks", "at", "auth", "available", "away", "awfully", "b", "back", "backed", "backing", "backs",
-			"be", "became", "because", "become", "becomes", "becoming", "been", "before", "beforehand", "began",
-			"begin", "beginning", "beginnings", "begins", "behind", "being", "beings", "believe", "below", "beside",
-			"besides", "best", "better", "between", "beyond", "big", "biol", "both", "brief", "briefly", "but", "by",
-			"c", "ca", "came", "can", "can't", "cannot", "case", "cases", "cause", "causes", "certain", "certainly",
-			"clear", "clearly", "co", "com", "come", "comes", "contain", "containing", "contains", "could", "couldnt",
-			"d", "date", "did", "didn't", "differ", "different", "differently", "do", "does", "doesn't", "doing",
-			"don't", "done", "down", "downed", "downing", "downs", "downwards", "due", "during", "e", "each", "early",
-			"ed", "edu", "effect", "eg", "eight", "eighty", "either", "else", "elsewhere", "end", "ended", "ending",
-			"ends", "enough", "especially", "et", "et-al", "etc", "even", "evenly", "ever", "every", "everybody",
-			"everyone", "everything", "everywhere", "ex", "except", "f", "face", "faces", "fact", "facts", "far",
-			"felt", "few", "ff", "fifth", "find", "finds", "first", "five", "fix", "followed", "following", "follows",
-			"for", "former", "formerly", "forth", "found", "four", "from", "full", "fully", "further", "furthered",
-			"furthering", "furthermore", "furthers", "g", "gave", "general", "generally", "get", "gets", "getting",
-			"give", "given", "gives", "giving", "go", "goes", "going", "gone", "good", "goods", "got", "gotten",
-			"great", "greater", "greatest", "group", "grouped", "grouping", "groups", "h", "had", "happens", "hardly",
-			"has", "hasn't", "have", "haven't", "having", "he", "hed", "hence", "her", "here", "hereafter", "hereby",
-			"herein", "heres", "hereupon", "hers", "herself", "hes", "hi", "hid", "high", "higher", "highest", "him",
-			"himself", "his", "hither", "home", "how", "howbeit", "however", "hundred", "i", "i'll", "i've", "id", "ie",
-			"if", "im", "immediate", "immediately", "importance", "important", "in", "inc", "indeed", "index",
-			"information", "instead", "interest", "interested", "interesting", "interests", "into", "invention",
-			"inward", "is", "isn't", "it", "it'll", "itd", "its", "itself", "j", "just", "k", "keep", "keeps", "kept",
-			"kg", "kind", "km", "knew", "know", "known", "knows", "l", "large", "largely", "last", "lately", "later",
-			"latest", "latter", "latterly", "least", "less", "lest", "let", "lets", "like", "liked", "likely", "line",
+	public static final List<String> STOPWORDS = Arrays.asList("'ll", "'ve", "a", "a's", "able", "about", "above",
+			"abst", "accordance", "according", "accordingly", "across", "act", "actually", "added", "adj", "affected",
+			"affecting", "affects", "after", "afterwards", "again", "against", "ah", "ain't", "all", "allow", "allows",
+			"almost", "alone", "along", "already", "also", "although", "always", "am", "among", "amongst", "amoungst",
+			"amount", "an", "and", "announce", "another", "any", "anybody", "anyhow", "anymore", "anyone", "anything",
+			"anyway", "anyways", "anywhere", "apart", "apparently", "appear", "appreciate", "appropriate",
+			"approximately", "are", "area", "areas", "aren", "aren't", "arent", "arise", "around", "as", "aside", "ask",
+			"asked", "asking", "asks", "associated", "at", "auth", "available", "away", "awfully", "b", "back",
+			"backed", "backing", "backs", "be", "became", "because", "become", "becomes", "becoming", "been", "before",
+			"beforehand", "began", "begin", "beginning", "beginnings", "begins", "behind", "being", "beings", "believe",
+			"below", "beside", "besides", "best", "better", "between", "beyond", "big", "bill", "biol", "both",
+			"bottom", "brief", "briefly", "but", "by", "c", "c'mon", "c's", "ca", "call", "came", "can", "can't",
+			"cannot", "cant", "case", "cases", "cause", "causes", "certain", "certainly", "changes", "clear", "clearly",
+			"co", "com", "come", "comes", "computer", "con", "concerning", "consequently", "consider", "considering",
+			"contain", "containing", "contains", "corresponding", "could", "couldn't", "couldnt", "course", "cry",
+			"currently", "d", "date", "de", "definitely", "describe", "described", "despite", "detail", "did", "didn't",
+			"differ", "different", "differently", "do", "does", "doesn't", "doing", "don't", "done", "down", "downed",
+			"downing", "downs", "downwards", "due", "during", "e", "each", "early", "ed", "edu", "effect", "eg",
+			"eight", "eighty", "either", "eleven", "else", "elsewhere", "empty", "end", "ended", "ending", "ends",
+			"enough", "entirely", "especially", "et", "et-al", "etc", "even", "evenly", "ever", "every", "everybody",
+			"everyone", "everything", "everywhere", "ex", "exactly", "example", "except", "f", "face", "faces", "fact",
+			"facts", "far", "felt", "few", "ff", "fifteen", "fifth", "fify", "fill", "find", "finds", "fire", "first",
+			"five", "fix", "followed", "following", "follows", "for", "former", "formerly", "forth", "forty", "found",
+			"four", "from", "front", "full", "fully", "further", "furthered", "furthering", "furthermore", "furthers",
+			"g", "gave", "general", "generally", "get", "gets", "getting", "give", "given", "gives", "giving", "go",
+			"goes", "going", "gone", "good", "goods", "got", "gotten", "great", "greater", "greatest", "greetings",
+			"group", "grouped", "grouping", "groups", "h", "had", "hadn't", "happens", "hardly", "has", "hasn't",
+			"hasnt", "have", "haven't", "having", "he", "he'd", "he'll", "he's", "hed", "hello", "help", "hence", "her",
+			"here", "here's", "hereafter", "hereby", "herein", "heres", "hereupon", "hers", "herse", "herself", "hes",
+			"hi", "hid", "high", "higher", "highest", "him", "himse", "himself", "his", "hither", "home", "hopefully",
+			"how", "how's", "howbeit", "however", "hundred", "i", "i'd", "i'll", "i'm", "i've", "id", "ie", "if",
+			"ignored", "im", "immediate", "immediately", "importance", "important", "in", "inasmuch", "inc", "indeed",
+			"index", "indicate", "indicated", "indicates", "information", "inner", "insofar", "instead", "interest",
+			"interested", "interesting", "interests", "into", "invention", "inward", "is", "isn't", "it", "it'd",
+			"it'll", "it's", "itd", "its", "itse", "itself", "j", "just", "k", "keep", "keeps", "kept", "kg", "kind",
+			"km", "knew", "know", "known", "knows", "l", "large", "largely", "last", "lately", "later", "latest",
+			"latter", "latterly", "least", "less", "lest", "let", "let's", "lets", "like", "liked", "likely", "line",
 			"little", "long", "longer", "longest", "look", "looking", "looks", "ltd", "m", "made", "mainly", "make",
 			"makes", "making", "man", "many", "may", "maybe", "me", "mean", "means", "meantime", "meanwhile", "member",
-			"members", "men", "merely", "mg", "might", "million", "miss", "ml", "more", "moreover", "most", "mostly",
-			"mr", "mrs", "much", "mug", "must", "my", "myself", "n", "na", "name", "namely", "nay", "nd", "near",
-			"nearly", "necessarily", "necessary", "need", "needed", "needing", "needs", "neither", "never",
-			"nevertheless", "new", "newer", "newest", "next", "nine", "ninety", "no", "nobody", "non", "none",
-			"nonetheless", "noone", "nor", "normally", "nos", "not", "noted", "nothing", "now", "nowhere", "number",
-			"numbers", "o", "obtain", "obtained", "obviously", "of", "off", "often", "oh", "ok", "okay", "old", "older",
-			"oldest", "omitted", "on", "once", "one", "ones", "only", "onto", "open", "opened", "opening", "opens",
-			"or", "ord", "order", "ordered", "ordering", "orders", "other", "others", "otherwise", "ought", "our",
-			"ours", "ourselves", "out", "outside", "over", "overall", "owing", "own", "p", "page", "pages", "part",
-			"parted", "particular", "particularly", "parting", "parts", "past", "per", "perhaps", "place", "placed",
-			"places", "please", "plus", "point", "pointed", "pointing", "points", "poorly", "possible", "possibly",
-			"potentially", "pp", "predominantly", "present", "presented", "presenting", "presents", "previously",
-			"primarily", "probably", "problem", "problems", "promptly", "proud", "provides", "put", "puts", "q", "que",
-			"quickly", "quite", "qv", "r", "ran", "rather", "rd", "re", "readily", "really", "recent", "recently",
-			"ref", "refs", "regarding", "regardless", "regards", "related", "relatively", "research", "respectively",
-			"resulted", "resulting", "results", "right", "room", "rooms", "run", "s", "said", "same", "saw", "say",
-			"saying", "says", "sec", "second", "seconds", "section", "see", "seeing", "seem", "seemed", "seeming",
-			"seems", "seen", "sees", "self", "selves", "sent", "seven", "several", "shall", "she", "she'll", "shed",
-			"shes", "should", "shouldn't", "show", "showed", "showing", "shown", "showns", "shows", "side", "sides",
-			"significant", "significantly", "similar", "similarly", "since", "six", "slightly", "small", "smaller",
-			"smallest", "so", "some", "somebody", "somehow", "someone", "somethan", "something", "sometime",
-			"sometimes", "somewhat", "somewhere", "soon", "sorry", "specifically", "specified", "specify", "specifying",
-			"state", "states", "still", "stop", "strongly", "sub", "substantially", "successfully", "such",
-			"sufficiently", "suggest", "sup", "sure", "t", "take", "taken", "taking", "tell", "tends", "th", "than",
-			"thank", "thanks", "thanx", "that", "that'll", "that've", "thats", "the", "their", "theirs", "them",
-			"themselves", "then", "thence", "there", "there'll", "there've", "thereafter", "thereby", "thered",
-			"therefore", "therein", "thereof", "therere", "theres", "thereto", "thereupon", "these", "they", "they'll",
-			"they've", "theyd", "theyre", "thing", "things", "think", "thinks", "this", "those", "thou", "though",
-			"thoughh", "thought", "thoughts", "thousand", "three", "throug", "through", "throughout", "thru", "thus",
-			"til", "tip", "to", "today", "together", "too", "took", "toward", "towards", "tried", "tries", "truly",
-			"try", "trying", "ts", "turn", "turned", "turning", "turns", "twice", "two", "u", "un", "under",
+			"members", "men", "merely", "mg", "might", "mill", "million", "mine", "miss", "ml", "more", "moreover",
+			"most", "mostly", "move", "mr", "mrs", "much", "mug", "must", "mustn't", "my", "myse", "myself", "n", "na",
+			"name", "namely", "nay", "nd", "near", "nearly", "necessarily", "necessary", "need", "needed", "needing",
+			"needs", "neither", "never", "nevertheless", "new", "newer", "newest", "next", "nine", "ninety", "no",
+			"nobody", "non", "none", "nonetheless", "noone", "nor", "normally", "nos", "not", "noted", "nothing",
+			"novel", "now", "nowhere", "number", "numbers", "o", "obtain", "obtained", "obviously", "of", "off",
+			"often", "oh", "ok", "okay", "old", "older", "oldest", "omitted", "on", "once", "one", "ones", "only",
+			"onto", "open", "opened", "opening", "opens", "or", "ord", "order", "ordered", "ordering", "orders",
+			"other", "others", "otherwise", "ought", "our", "ours", "ourselves", "out", "outside", "over", "overall",
+			"owing", "own", "p", "page", "pages", "part", "parted", "particular", "particularly", "parting", "parts",
+			"past", "per", "perhaps", "place", "placed", "places", "please", "plus", "point", "pointed", "pointing",
+			"points", "poorly", "possible", "possibly", "potentially", "pp", "predominantly", "present", "presented",
+			"presenting", "presents", "presumably", "previously", "primarily", "probably", "problem", "problems",
+			"promptly", "proud", "provides", "put", "puts", "q", "que", "quickly", "quite", "qv", "r", "ran", "rather",
+			"rd", "re", "readily", "really", "reasonably", "recent", "recently", "ref", "refs", "regarding",
+			"regardless", "regards", "related", "relatively", "research", "respectively", "resulted", "resulting",
+			"results", "right", "room", "rooms", "run", "s", "said", "same", "saw", "say", "saying", "says", "sec",
+			"second", "secondly", "seconds", "section", "see", "seeing", "seem", "seemed", "seeming", "seems", "seen",
+			"sees", "self", "selves", "sensible", "sent", "serious", "seriously", "seven", "several", "shall", "shan't",
+			"she", "she'd", "she'll", "she's", "shed", "shes", "should", "shouldn't", "show", "showed", "showing",
+			"shown", "showns", "shows", "side", "sides", "significant", "significantly", "similar", "similarly",
+			"since", "sincere", "six", "sixty", "slightly", "small", "smaller", "smallest", "so", "some", "somebody",
+			"somehow", "someone", "somethan", "something", "sometime", "sometimes", "somewhat", "somewhere", "soon",
+			"sorry", "specifically", "specified", "specify", "specifying", "state", "states", "still", "stop",
+			"strongly", "sub", "substantially", "successfully", "such", "sufficiently", "suggest", "sup", "sure",
+			"system", "t", "t's", "take", "taken", "taking", "tell", "ten", "tends", "th", "than", "thank", "thanks",
+			"thanx", "that", "that'll", "that's", "that've", "thats", "the", "their", "theirs", "them", "themselves",
+			"then", "thence", "there", "there'll", "there's", "there've", "thereafter", "thereby", "thered",
+			"therefore", "therein", "thereof", "therere", "theres", "thereto", "thereupon", "these", "they", "they'd",
+			"they'll", "they're", "they've", "theyd", "theyre", "thick", "thin", "thing", "things", "think", "thinks",
+			"third", "this", "thorough", "thoroughly", "those", "thou", "though", "thoughh", "thought", "thoughts",
+			"thousand", "three", "throug", "through", "throughout", "thru", "thus", "til", "tip", "to", "today",
+			"together", "too", "took", "top", "toward", "towards", "tried", "tries", "truly", "try", "trying", "ts",
+			"turn", "turned", "turning", "turns", "twelve", "twenty", "twice", "two", "u", "un", "under",
 			"unfortunately", "unless", "unlike", "unlikely", "until", "unto", "up", "upon", "ups", "us", "use", "used",
 			"useful", "usefully", "usefulness", "uses", "using", "usually", "v", "value", "various", "very", "via",
-			"viz", "vol", "vols", "vs", "w", "want", "wanted", "wanting", "wants", "was", "wasnt", "way", "ways", "we",
-			"we'll", "we've", "wed", "welcome", "well", "wells", "went", "were", "werent", "what", "what'll",
-			"whatever", "whats", "when", "whence", "whenever", "where", "whereafter", "whereas", "whereby", "wherein",
-			"wheres", "whereupon", "wherever", "whether", "which", "while", "whim", "whither", "who", "who'll", "whod",
-			"whoever", "whole", "whom", "whomever", "whos", "whose", "why", "widely", "will", "willing", "wish", "with",
-			"within", "without", "wont", "words", "work", "worked", "working", "works", "world", "would", "wouldnt",
-			"www", "x", "y", "year", "years", "yes", "yet", "you", "you'll", "you've", "youd", "young", "younger",
-			"youngest", "your", "youre", "yours", "yourself", "yourselves", "z", "zero");
+			"viz", "vol", "vols", "vs", "w", "want", "wanted", "wanting", "wants", "was", "wasn't", "wasnt", "way",
+			"ways", "we", "we'd", "we'll", "we're", "we've", "wed", "welcome", "well", "wells", "went", "were",
+			"weren't", "werent", "what", "what'll", "what's", "whatever", "whats", "when", "when's", "whence",
+			"whenever", "where", "where's", "whereafter", "whereas", "whereby", "wherein", "wheres", "whereupon",
+			"wherever", "whether", "which", "while", "whim", "whither", "who", "who'll", "who's", "whod", "whoever",
+			"whole", "whom", "whomever", "whos", "whose", "why", "why's", "widely", "will", "willing", "wish", "with",
+			"within", "without", "won't", "wonder", "wont", "words", "work", "worked", "working", "works", "world",
+			"would", "wouldn't", "wouldnt", "www", "x", "y", "year", "years", "yes", "yet", "you", "you'd", "you'll",
+			"you're", "you've", "youd", "young", "younger", "youngest", "your", "youre", "yours", "yourself",
+			"yourselves", "z", "zero");
 
 	/**
 	 * Disallowed chars for words in processed text segments. This regular
diff --git a/vipra-util/src/main/java/de/vipra/util/model/Sequence.java b/vipra-util/src/main/java/de/vipra/util/model/Sequence.java
index 2a0050aec6bf8e183ad84be2f0efec4776e69c0f..d81ad4583e3f51ec5939f2bb3d11e7ef7ec151d3 100644
--- a/vipra-util/src/main/java/de/vipra/util/model/Sequence.java
+++ b/vipra-util/src/main/java/de/vipra/util/model/Sequence.java
@@ -12,8 +12,8 @@ public class Sequence implements Comparable<Sequence>, Serializable {
 
 	private Date startDate;
 	private Date endDate;
-
 	private Integer number;
+	private Double relevance;
 
 	@Embedded
 	private List<TopicWord> words;
@@ -42,6 +42,14 @@ public class Sequence implements Comparable<Sequence>, Serializable {
 		this.number = number;
 	}
 
+	public Double getRelevance() {
+		return relevance;
+	}
+
+	public void setRelevance(Double relevance) {
+		this.relevance = relevance;
+	}
+
 	public List<TopicWord> getWords() {
 		return words;
 	}
diff --git a/vipra-util/src/main/java/de/vipra/util/model/TopicWord.java b/vipra-util/src/main/java/de/vipra/util/model/TopicWord.java
index 81f453c0c2e3b453abbe921d9b9c8e4eae965ce1..3aad49e9bf936cafeccf99976e9067691fae512a 100644
--- a/vipra-util/src/main/java/de/vipra/util/model/TopicWord.java
+++ b/vipra-util/src/main/java/de/vipra/util/model/TopicWord.java
@@ -3,7 +3,6 @@ package de.vipra.util.model;
 import java.io.Serializable;
 
 import org.mongodb.morphia.annotations.Embedded;
-import org.mongodb.morphia.annotations.Reference;
 
 import com.fasterxml.jackson.annotation.JsonGetter;
 import com.fasterxml.jackson.annotation.JsonIgnore;
@@ -13,7 +12,7 @@ import com.fasterxml.jackson.annotation.JsonSetter;
 @Embedded
 public class TopicWord implements Comparable<TopicWord>, Serializable {
 
-	@Reference
+	@Embedded
 	@JsonIgnore
 	private Word word;
 
diff --git a/vipra-util/src/main/java/de/vipra/util/model/Word.java b/vipra-util/src/main/java/de/vipra/util/model/Word.java
index d1346505166ee015cc99b5b16ff47ed411e554d1..ab0f87033e5e417a1032a71a4999c604db98be11 100644
--- a/vipra-util/src/main/java/de/vipra/util/model/Word.java
+++ b/vipra-util/src/main/java/de/vipra/util/model/Word.java
@@ -1,41 +1,17 @@
 package de.vipra.util.model;
 
 import java.io.Serializable;
-import java.util.Date;
 
 import org.mongodb.morphia.annotations.Entity;
 import org.mongodb.morphia.annotations.Id;
-import org.mongodb.morphia.annotations.Index;
-import org.mongodb.morphia.annotations.Indexes;
-import org.mongodb.morphia.annotations.PostLoad;
-import org.mongodb.morphia.annotations.PostPersist;
-import org.mongodb.morphia.annotations.PrePersist;
-import org.mongodb.morphia.annotations.Transient;
-
-import com.fasterxml.jackson.annotation.JsonIgnore;
-
-import de.vipra.util.an.QueryIgnore;
 
 @SuppressWarnings("serial")
 @Entity(value = "words", noClassnameStored = true)
-@Indexes(@Index("-created"))
 public class Word implements Model<String>, Serializable {
 
 	@Id
 	private String id;
 
-	@QueryIgnore(multi = true)
-	private Date created;
-
-	/**
-	 * The created variable is a helper that marks non-persisted new words in
-	 * the import process. Each word with created = false will be saved before
-	 * topics and topics references are created.
-	 */
-	@Transient
-	@JsonIgnore
-	private boolean isCreated = false;
-
 	public Word() {}
 
 	public Word(final String id) {
@@ -52,34 +28,6 @@ public class Word implements Model<String>, Serializable {
 		this.id = id;
 	}
 
-	public boolean isCreated() {
-		return isCreated;
-	}
-
-	public void setIsCreated(final boolean created) {
-		this.isCreated = created;
-	}
-
-	public Date getCreated() {
-		return created;
-	}
-
-	public void setCreated(final Date created) {
-		this.created = created;
-	}
-
-	@PostLoad
-	@PostPersist
-	private void postLoadPersist() {
-		this.isCreated = true;
-	}
-
-	@PrePersist
-	private void prePersist() {
-		if (this.created == null)
-			this.created = new Date();
-	}
-
 	@Override
 	public boolean equals(final Object o) {
 		if (o == null)
@@ -101,7 +49,7 @@ public class Word implements Model<String>, Serializable {
 
 	@Override
 	public String toString() {
-		return "Word [id=" + id + ", created=" + created + ", isCreated=" + isCreated + "]";
+		return "Word [id=" + id + "]";
 	}
 
 }