diff --git a/application/static/data/AQM.owl b/application/static/data/AQM.owl
index 9c57f3b1d5970fbe12ea79734156eccf37aa96fc..f9052f9c688c65edf9b4c26484c699df90013ecf 100644
--- a/application/static/data/AQM.owl
+++ b/application/static/data/AQM.owl
@@ -997,6 +997,8 @@
 
     <owl:ObjectProperty rdf:about="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#E02_J">
         <rdfs:subPropertyOf rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#E01"/>
+        <rdf:type rdf:resource="http://www.w3.org/2002/07/owl#SymmetricProperty"/>
+        <rdf:type rdf:resource="http://www.w3.org/2002/07/owl#TransitiveProperty"/>
         <rdfs:domain rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[ISO/IEC/IEEE29148:2018]_Q111_Me"/>
         <rdfs:range rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[ECSS-Q-HB-80-04C]_Q02_C"/>
         <rdfs:label>isEquivalent</rdfs:label>
@@ -4307,6 +4309,83 @@
     
 
 
+    <!-- http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[Bel12]_Q10_M_A -->
+
+    <owl:ObjectProperty rdf:about="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[Bel12]_Q10_M_A">
+        <rdfs:subPropertyOf rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#hasPurpose"/>
+        <rdfs:domain rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[Bel12]_Q10_"/>
+        <rdfs:range rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#Measure"/>
+        <rdfs:label>hasPurpose</rdfs:label>
+    </owl:ObjectProperty>
+    
+
+
+    <!-- http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[Bel12]_Q11_M_A -->
+
+    <owl:ObjectProperty rdf:about="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[Bel12]_Q11_M_A">
+        <rdfs:subPropertyOf rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#hasPurpose"/>
+        <rdfs:domain rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[Bel12]_Q11_"/>
+        <rdfs:range rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#Measure"/>
+        <rdfs:label>hasPurpose</rdfs:label>
+    </owl:ObjectProperty>
+    
+
+
+    <!-- http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[Bel12]_Q12_M_A -->
+
+    <owl:ObjectProperty rdf:about="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[Bel12]_Q12_M_A">
+        <rdfs:subPropertyOf rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#hasPurpose"/>
+        <rdfs:domain rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[Bel12]_Q12_"/>
+        <rdfs:range rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#Measure"/>
+        <rdfs:label>hasPurpose</rdfs:label>
+    </owl:ObjectProperty>
+    
+
+
+    <!-- http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[Bel12]_Q13_M_A -->
+
+    <owl:ObjectProperty rdf:about="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[Bel12]_Q13_M_A">
+        <rdfs:subPropertyOf rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#hasPurpose"/>
+        <rdfs:domain rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[Bel12]_Q13_"/>
+        <rdfs:range rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#Measure"/>
+        <rdfs:label>hasPurpose</rdfs:label>
+    </owl:ObjectProperty>
+    
+
+
+    <!-- http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[Bel12]_Q14_M_A -->
+
+    <owl:ObjectProperty rdf:about="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[Bel12]_Q14_M_A">
+        <rdfs:subPropertyOf rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#hasPurpose"/>
+        <rdfs:domain rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[Bel12]_Q14_"/>
+        <rdfs:range rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#Measure"/>
+        <rdfs:label>hasPurpose</rdfs:label>
+    </owl:ObjectProperty>
+    
+
+
+    <!-- http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[Bel12]_Q15_M_A -->
+
+    <owl:ObjectProperty rdf:about="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[Bel12]_Q15_M_A">
+        <rdfs:subPropertyOf rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#hasPurpose"/>
+        <rdfs:domain rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[Bel12]_Q15_"/>
+        <rdfs:range rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#Measure"/>
+        <rdfs:label>hasPurpose</rdfs:label>
+    </owl:ObjectProperty>
+    
+
+
+    <!-- http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[Bel12]_Q16_M_A -->
+
+    <owl:ObjectProperty rdf:about="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[Bel12]_Q16_M_A">
+        <rdfs:subPropertyOf rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#hasPurpose"/>
+        <rdfs:domain rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[Bel12]_Q16_"/>
+        <rdfs:range rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#Measure"/>
+        <rdfs:label>hasPurpose</rdfs:label>
+    </owl:ObjectProperty>
+    
+
+
     <!-- http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[DOJ+93]_Q100_Me_A -->
 
     <owl:ObjectProperty rdf:about="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[DOJ+93]_Q100_Me_A">
diff --git a/replication_package/1_Quality_Model_Snowballing.xlsx b/replication_package/1_Quality_Model_Snowballing.xlsx
index 3d82220e0926df4035d0552d4226a3c4e46ad94e..a6655d5308f86ee5b5c767639915dcc643af1552 100644
Binary files a/replication_package/1_Quality_Model_Snowballing.xlsx and b/replication_package/1_Quality_Model_Snowballing.xlsx differ
diff --git a/replication_package/2_Quality_Model_Formalization.xlsx b/replication_package/2_Quality_Model_Formalization.xlsx
index 3768a791e6acccc39ab02ee4d2fbe0d6b2306933..0be60f0f3d4809d03a93c497fc70a0dcc947ce2b 100644
Binary files a/replication_package/2_Quality_Model_Formalization.xlsx and b/replication_package/2_Quality_Model_Formalization.xlsx differ
diff --git a/replication_package/AQM.owl b/replication_package/AQM.owl
index 9c57f3b1d5970fbe12ea79734156eccf37aa96fc..f9052f9c688c65edf9b4c26484c699df90013ecf 100644
--- a/replication_package/AQM.owl
+++ b/replication_package/AQM.owl
@@ -997,6 +997,8 @@
 
     <owl:ObjectProperty rdf:about="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#E02_J">
         <rdfs:subPropertyOf rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#E01"/>
+        <rdf:type rdf:resource="http://www.w3.org/2002/07/owl#SymmetricProperty"/>
+        <rdf:type rdf:resource="http://www.w3.org/2002/07/owl#TransitiveProperty"/>
         <rdfs:domain rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[ISO/IEC/IEEE29148:2018]_Q111_Me"/>
         <rdfs:range rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[ECSS-Q-HB-80-04C]_Q02_C"/>
         <rdfs:label>isEquivalent</rdfs:label>
@@ -4307,6 +4309,83 @@
     
 
 
+    <!-- http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[Bel12]_Q10_M_A -->
+
+    <owl:ObjectProperty rdf:about="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[Bel12]_Q10_M_A">
+        <rdfs:subPropertyOf rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#hasPurpose"/>
+        <rdfs:domain rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[Bel12]_Q10_"/>
+        <rdfs:range rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#Measure"/>
+        <rdfs:label>hasPurpose</rdfs:label>
+    </owl:ObjectProperty>
+    
+
+
+    <!-- http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[Bel12]_Q11_M_A -->
+
+    <owl:ObjectProperty rdf:about="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[Bel12]_Q11_M_A">
+        <rdfs:subPropertyOf rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#hasPurpose"/>
+        <rdfs:domain rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[Bel12]_Q11_"/>
+        <rdfs:range rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#Measure"/>
+        <rdfs:label>hasPurpose</rdfs:label>
+    </owl:ObjectProperty>
+    
+
+
+    <!-- http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[Bel12]_Q12_M_A -->
+
+    <owl:ObjectProperty rdf:about="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[Bel12]_Q12_M_A">
+        <rdfs:subPropertyOf rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#hasPurpose"/>
+        <rdfs:domain rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[Bel12]_Q12_"/>
+        <rdfs:range rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#Measure"/>
+        <rdfs:label>hasPurpose</rdfs:label>
+    </owl:ObjectProperty>
+    
+
+
+    <!-- http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[Bel12]_Q13_M_A -->
+
+    <owl:ObjectProperty rdf:about="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[Bel12]_Q13_M_A">
+        <rdfs:subPropertyOf rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#hasPurpose"/>
+        <rdfs:domain rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[Bel12]_Q13_"/>
+        <rdfs:range rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#Measure"/>
+        <rdfs:label>hasPurpose</rdfs:label>
+    </owl:ObjectProperty>
+    
+
+
+    <!-- http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[Bel12]_Q14_M_A -->
+
+    <owl:ObjectProperty rdf:about="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[Bel12]_Q14_M_A">
+        <rdfs:subPropertyOf rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#hasPurpose"/>
+        <rdfs:domain rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[Bel12]_Q14_"/>
+        <rdfs:range rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#Measure"/>
+        <rdfs:label>hasPurpose</rdfs:label>
+    </owl:ObjectProperty>
+    
+
+
+    <!-- http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[Bel12]_Q15_M_A -->
+
+    <owl:ObjectProperty rdf:about="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[Bel12]_Q15_M_A">
+        <rdfs:subPropertyOf rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#hasPurpose"/>
+        <rdfs:domain rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[Bel12]_Q15_"/>
+        <rdfs:range rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#Measure"/>
+        <rdfs:label>hasPurpose</rdfs:label>
+    </owl:ObjectProperty>
+    
+
+
+    <!-- http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[Bel12]_Q16_M_A -->
+
+    <owl:ObjectProperty rdf:about="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[Bel12]_Q16_M_A">
+        <rdfs:subPropertyOf rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#hasPurpose"/>
+        <rdfs:domain rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[Bel12]_Q16_"/>
+        <rdfs:range rdf:resource="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#Measure"/>
+        <rdfs:label>hasPurpose</rdfs:label>
+    </owl:ObjectProperty>
+    
+
+
     <!-- http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[DOJ+93]_Q100_Me_A -->
 
     <owl:ObjectProperty rdf:about="http://www.semanticweb.org/beyersdo/ontologies/2022/10/SRS_QualityCharacteristics#[DOJ+93]_Q100_Me_A">