@prefix agrovoc: <http://aims.fao.org/aos/agrovoc/> .
@prefix rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#> .
@prefix ns0: <http://art.uniroma2.it/ontologies/vocbench#> .
@prefix dc: <http://purl.org/dc/terms/> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .
@prefix skosxl: <http://www.w3.org/2008/05/skos-xl#> .
@prefix void: <http://rdfs.org/ns/void#> .
@prefix skos: <http://www.w3.org/2004/02/skos/core#> .
@prefix owl: <http://www.w3.org/2002/07/owl#> .
@prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> .

agrovoc:xDef_534fff80
  rdf:value "Un tipo de IA y un método de análisis de datos que utiliza algoritmos informáticos para automatizar la elaboración de modelos analíticos. Se basa en la detección de patrones en los datos para mejorar el rendimiento de las máquinas al predecir con mayor precisión los resultados sin instrucciones humanas explícitas."@es ;
  ns0:hasSource """FAO. 2022. El estado mundial de la agricultura y la alimentación 2022. Aprovechar la automatización de la agricultura para transformar los sistemas agroalimentarios. Roma, FAO.
https://doi.org/10.4060/cb9479es""" ;
  dc:created "2023-10-13T14:41:24"^^xsd:dateTime .

agrovoc:xDef_a2bf557d
  rdf:value "Machine learning (ML) is a type of AI that uses computer algorithms to automate analytical model building. It is based on identifying patterns in data to improve machine performance by more accurately predicting outcomes without explicit human instructions."@en ;
  ns0:hasSource "FAO. 2023. Using artificial intelligence to assess FAO’s knowledge base on the technology accelerator. Rome. https://doi.org/10.4060/cc6724en" ;
  dc:created "2023-09-12T13:38:45"^^xsd:dateTime ;
  dc:modified "2023-09-12T13:39:02"^^xsd:dateTime .

agrovoc:xDef_698d0a7f
  rdf:value "Type d’IA et méthode d’analyse des données qui utilise des algorithmes informatiques pour automatiser la création de modèles d’analyse. L’apprentissage automatique consiste à détecter les tendances qui ressortent des données afin d’améliorer la performance des machines par une prédiction plus précise des résultats, sans instructions humaines explicites."@fr ;
  ns0:hasSource """FAO. 2022. La Situation mondiale de l’alimentation et de l’agriculture 2022. L’automatisation de l’agriculture au service de la transformation des systèmes agroalimentaires. Rome, FAO.
https://doi.org/10.4060/cb9479fr""" ;
  dc:created "2023-10-13T14:41:00"^^xsd:dateTime .

agrovoc:xl_pt-BR_fffd9ee5
  a skosxl:Label ;
  dc:created "2023-08-29T12:40:42Z"^^xsd:dateTime ;
  void:inDataset <http://aims.fao.org/aos/agrovoc/void.ttl#Agrovoc> ;
  skos:notation "49834"^^agrovoc:AgrovocCode ;
  skosxl:literalForm "Aprendizado de Máquina"@pt-BR .

agrovoc:xl_pt_1299510963730
  a skosxl:Label ;
  dc:created "2005-10-31T00:00:00Z"^^xsd:dateTime ;
  dc:modified "2021-06-16T21:24:42Z"^^xsd:dateTime ;
  void:inDataset <http://aims.fao.org/aos/agrovoc/void.ttl#Agrovoc> ;
  skos:notation "49834"^^agrovoc:AgrovocCode ;
  skosxl:literalForm "aprendizagem electrónica"@pt .

agrovoc:xl_es_1299510963667
  a skosxl:Label ;
  dc:created "2005-10-18T00:00:00Z"^^xsd:dateTime ;
  dc:modified "2022-11-25T12:52:30"^^xsd:dateTime ;
  void:inDataset <http://aims.fao.org/aos/agrovoc/void.ttl#Agrovoc> ;
  skos:notation "49834"^^agrovoc:AgrovocCode ;
  skosxl:literalForm "Aprendizaje automático"@es .

agrovoc:xl_fr_1299510963686
  a skosxl:Label ;
  dc:created "2005-10-18T00:00:00Z"^^xsd:dateTime ;
  void:inDataset <http://aims.fao.org/aos/agrovoc/void.ttl#Agrovoc> ;
  skos:notation "49834"^^agrovoc:AgrovocCode ;
  skosxl:literalForm "apprentissage machine"@fr .

agrovoc:xl_en_1299510963650
  a skosxl:Label ;
  dc:created "2005-10-18T00:00:00Z"^^xsd:dateTime ;
  void:inDataset <http://aims.fao.org/aos/agrovoc/void.ttl#Agrovoc> ;
  skos:notation "49834"^^agrovoc:AgrovocCode ;
  skosxl:literalForm "machine learning"@en .

<http://agrotermos.dados.embrapa.br/agrotermos>
  a owl:owOntology, skos:ConceptScheme ;
  skos:prefLabel "Agrotermos"@es, "Agrotermos"@en, "Agrotermos"@pt-BR .

skos:prefLabel rdfs:comment "A resource has no more than one value of skos:prefLabel per language tag."@en .
agrovoc:c_49834
  a skos:Concept ;
  dc:created "2011-11-20T21:36:16Z"^^xsd:dateTime ;
  dc:modified "2026-03-06T08:56:18"^^xsd:dateTime ;
  void:inDataset <http://aims.fao.org/aos/agrovoc/void.ttl#Agrovoc> ;
  skos:broader agrovoc:c_27064 ;
  skos:closeMatch <http://dbpedia.org/resource/Machine_learning> ;
  skos:definition agrovoc:xDef_534fff80, agrovoc:xDef_a2bf557d, agrovoc:xDef_698d0a7f ;
  skos:exactMatch <http://data.ub.uio.no/realfagstermer/c007657>, <https://id.cabi.org/cabt/347713> ;
  skos:inScheme <http://agrotermos.dados.embrapa.br/agrotermos> ;
  skos:narrower agrovoc:c_7ae1c8a6, agrovoc:c_37467, agrovoc:c_6d88d0d9, agrovoc:c_49835 ;
  skos:prefLabel "machine learning"@en, "apprentissage machine"@fr, "Aprendizaje automático"@es, "aprendizagem electrónica"@pt, "Aprendizado de Máquina"@pt-BR ;
  skos:related agrovoc:c_f3d14e4f, agrovoc:c_09bf755b, agrovoc:c_eb9cea5d ;
  skosxl:prefLabel agrovoc:xl_pt-BR_fffd9ee5, agrovoc:xl_pt_1299510963730, agrovoc:xl_es_1299510963667, agrovoc:xl_fr_1299510963686, agrovoc:xl_en_1299510963650 .

agrovoc:c_49835
  a skos:Concept ;
  skos:broader agrovoc:c_49834 ;
  skos:prefLabel "aprendizagem ontológica"@pt, "Aprendizaje de ontología"@es, "apprentissage ontologique"@fr, "ontology learning"@en .

agrovoc:c_6d88d0d9
  a skos:Concept ;
  skos:broader agrovoc:c_49834 ;
  skos:prefLabel "aprendizagem profunda"@pt, "Aprendizaje profundo"@es, "apprentissage profond"@fr, "deep learning"@en .

agrovoc:c_37467
  a skos:Concept ;
  skos:broader agrovoc:c_49834 ;
  skos:prefLabel "Red de neuronas"@es, "rede neuronal"@pt, "réseau de neurones"@fr, "neural networks"@en .

agrovoc:c_7ae1c8a6
  a skos:Concept ;
  skos:broader agrovoc:c_49834 ;
  skos:prefLabel "máquina de vetores de suporte"@pt, "machine à vecteur de support"@fr, "Máquina de vectores de soporte"@es, "support vector machines"@en .

agrovoc:c_f3d14e4f
  a skos:Concept ;
  skos:prefLabel "Sistema multiagente"@es, "multi-agent systems"@en, "système multi-agent"@fr ;
  skos:related agrovoc:c_49834 .

agrovoc:c_09bf755b
  a skos:Concept ;
  skos:prefLabel "data annotation"@en, "anotação de dados"@pt-BR, "Anotación de datos"@es, "annotation de données"@fr ;
  skos:related agrovoc:c_49834 .

agrovoc:c_eb9cea5d
  a skos:Concept ;
  skos:prefLabel "mineração de dados"@pt-BR, "Minería de datos"@es, "data mining"@en, "fouille de données"@fr ;
  skos:related agrovoc:c_49834 .

agrovoc:c_27064
  a skos:Concept ;
  skos:narrower agrovoc:c_49834 ;
  skos:prefLabel "Inteligência Artificial"@pt-BR, "Inteligência artificial"@pt, "intelligence artificielle"@fr, "Inteligencia artificial"@es, "artificial intelligence"@en .