https://w3id.org/np/RAdj-7_1ZWYgSMG-U7elmoHN5qgemRXg-xIE7-5yESdIw/Head https://w3id.org/np/RAdj-7_1ZWYgSMG-U7elmoHN5qgemRXg-xIE7-5yESdIw http://www.nanopub.org/nschema#hasAssertion https://w3id.org/np/RAdj-7_1ZWYgSMG-U7elmoHN5qgemRXg-xIE7-5yESdIw/assertion https://w3id.org/np/RAdj-7_1ZWYgSMG-U7elmoHN5qgemRXg-xIE7-5yESdIw http://www.nanopub.org/nschema#hasProvenance https://w3id.org/np/RAdj-7_1ZWYgSMG-U7elmoHN5qgemRXg-xIE7-5yESdIw/provenance https://w3id.org/np/RAdj-7_1ZWYgSMG-U7elmoHN5qgemRXg-xIE7-5yESdIw http://www.nanopub.org/nschema#hasPublicationInfo https://w3id.org/np/RAdj-7_1ZWYgSMG-U7elmoHN5qgemRXg-xIE7-5yESdIw/pubinfo https://w3id.org/np/RAdj-7_1ZWYgSMG-U7elmoHN5qgemRXg-xIE7-5yESdIw http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://www.nanopub.org/nschema#Nanopublication https://w3id.org/np/RAdj-7_1ZWYgSMG-U7elmoHN5qgemRXg-xIE7-5yESdIw/assertion https://doi.org/10.48550/arXiv.2411.00028 http://purl.org/dc/terms/title Synergizing LLM Agents and Knowledge Graph for Socioeconomic Prediction in LBSN https://doi.org/10.48550/arXiv.2411.00028 http://purl.org/spar/cito/describes https://neverblink.eu/ontologies/llm-kg/methods#SynergizeLLMAgentAndKnowledgeGraphLearningModelSLAK https://doi.org/10.48550/arXiv.2411.00028 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#GeneticAlgorithm https://doi.org/10.48550/arXiv.2411.00028 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#HKGL https://doi.org/10.48550/arXiv.2411.00028 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#HKGLTrans https://doi.org/10.48550/arXiv.2411.00028 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#HUGAT https://doi.org/10.48550/arXiv.2411.00028 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#MGFN https://doi.org/10.48550/arXiv.2411.00028 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#RandomSearch https://doi.org/10.48550/arXiv.2411.00028 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://www.w3.org/ns/prov#Entity https://neverblink.eu/ontologies/llm-kg/methods#GeneticAlgorithm http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#GeneticAlgorithm http://www.w3.org/2000/01/rdf-schema#label Genetic Algorithm https://neverblink.eu/ontologies/llm-kg/methods#HKGL http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#HKGL http://www.w3.org/2000/01/rdf-schema#label HKGL https://neverblink.eu/ontologies/llm-kg/methods#HKGLTrans http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#HKGLTrans http://www.w3.org/2000/01/rdf-schema#label HKGL-trans https://neverblink.eu/ontologies/llm-kg/methods#HUGAT http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#HUGAT http://www.w3.org/2000/01/rdf-schema#label HUGAT https://neverblink.eu/ontologies/llm-kg/methods#MGFN http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#MGFN http://www.w3.org/2000/01/rdf-schema#label MGFN https://neverblink.eu/ontologies/llm-kg/methods#RandomSearch http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#RandomSearch http://www.w3.org/2000/01/rdf-schema#label Random Search https://neverblink.eu/ontologies/llm-kg/methods#SynergizeLLMAgentAndKnowledgeGraphLearningModelSLAK http://purl.org/dc/terms/subject https://neverblink.eu/ontologies/llm-kg/categories#SynergizedReasoning https://neverblink.eu/ontologies/llm-kg/methods#SynergizeLLMAgentAndKnowledgeGraphLearningModelSLAK http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#SynergizeLLMAgentAndKnowledgeGraphLearningModelSLAK http://www.w3.org/2000/01/rdf-schema#comment The SLAK framework synergizes LLM agents and a Location-Based Knowledge Graph (LBKG) for socioeconomic prediction. 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