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module.ttl.template
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module.ttl.template
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@prefix alg: <http://www.w3id.org/dice-research/ontologies/algorithm/2023/06#> .
@prefix dcat: <http://www.w3.org/ns/dcat#> .
@prefix enexa: <http://w3id.org/dice-research/enexa/ontology#> .
@prefix hobbit: <http://w3id.org/hobbit/vocab#> .
@prefix owl: <http://www.w3.org/2002/07/owl#> .
@prefix prov: <http://www.w3.org/ns/prov#> .
@prefix rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#> .
@prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> .
@prefix sd: <http://www.w3.org/ns/sparql-service-description#> .
@prefix xsd: <http://www.w3.org/2000/10/XMLSchema#> .
@base <http://w3id.org/dice-research/enexa/module/dice-embeddings/> .
<$(VERSION)> a enexa:Module ;
rdfs:label "DICE Knowledge Graph Embedding Framework"@en ;
rdfs:comment "This framework provides the functionality to generate knowledge graph embedding models based on a variaty of embedding algorithms."@en ;
hobbit:image <urn:container:docker:image:$(TAG)> ;
alg:parameter
<parameter/batch_size> ,
<parameter/embedding_dim> ,
<parameter/model> ,
<parameter/num_epochs> ,
<parameter/path_single_kg> ;
alg:produces
<result/model.pt> ,
<result/entity_embeddings.csv> .
<parameter/batch_size> a alg:Parameter ;
rdfs:label "Batch size"@en ;
rdfs:comment "The size of the single batches."@en ;
rdfs:range xsd:nonNegativeInteger .
<parameter/embedding_dim> a alg:Parameter ;
rdfs:label "Number of dimensions"@en ;
rdfs:comment "The number of dimensions the generated embedding model should have."@en ;
rdfs:range xsd:nonNegativeInteger .
<parameter/model> a alg:Parameter ;
rdfs:label "Embedding algorithm"@en ;
rdfs:comment "The knowledge graph embedding algorithm that is used to generate the embedding model."@en ;
rdfs:range <algorithm/KGEAlgorithm> .
<parameter/num_epochs> a alg:Parameter ;
rdfs:label "Number of epochs"@en ;
rdfs:comment "The number of epochs used during the generation of embeddings."@en ;
rdfs:range xsd:nonNegativeInteger .
<parameter/path_single_kg> a alg:Parameter ;
rdfs:label "Knowledge graph"@en ;
rdfs:comment "The file containing the knowledge graph that should be embedded."@en ;
rdfs:range rdf:Resource .
<algorithm/KGEAlgorithm> a rdfs:Class ;
rdfs:label "Knowledge graph embedding algorithm"@en ;
rdfs:comment "The class of Knowledge graph embedding algorithms."@en .
<algorithm/ConEx> a <algorithm/KGEAlgorithm> ;
rdf:value "ConEx" ;
rdfs:label "ConEx"@en ;
rdfs:comment "The knowledge graph embedding algorithm ConEx proposed by Demir et al."@en .
<algorithm/DistMult> a <algorithm/KGEAlgorithm> ;
rdf:value "DistMult" ;
rdfs:label "DistMult"@en ;
rdfs:comment "The knowledge graph embedding algorithm DistMult."@en .
<result/model.pt> a alg:Result ;
rdfs:label "Knowledge graph embedding model"@en ;
rdfs:comment "The Knowledge graph embedding model created by the algorithm."@en .
<result/entity_embeddings.csv> a alg:Result ;
rdfs:label "Entity embeddings"@en ;
rdfs:comment "The entity embeddings of the given knowledge graph as CSV file."@en .