{"id":"https://openalex.org/W7134170217","doi":"https://doi.org/10.1109/bigdata66926.2025.11401495","title":"GRAFT - Graph Retrieval Augmented Generation Fine-Tuning Approach","display_name":"GRAFT - Graph Retrieval Augmented Generation Fine-Tuning Approach","publication_year":2025,"publication_date":"2025-12-08","ids":{"openalex":"https://openalex.org/W7134170217","doi":"https://doi.org/10.1109/bigdata66926.2025.11401495"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata66926.2025.11401495","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata66926.2025.11401495","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079788541","display_name":"Moritz Busch","orcid":null},"institutions":[{"id":"https://openalex.org/I4210110507","display_name":"Fraunhofer Institute for Applied Information Technology","ror":"https://ror.org/01ak24c12","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210110507","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Moritz Busch","raw_affiliation_strings":["Fraunhofer FIT,Sankt Agustin,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer FIT,Sankt Agustin,Germany","institution_ids":["https://openalex.org/I4210110507"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038865767","display_name":"Giuliana Defilippis","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131140","display_name":"Universidad Privada Boliviana","ror":"https://ror.org/03758j340","country_code":"BO","type":"education","lineage":["https://openalex.org/I4210131140"]}],"countries":["BO"],"is_corresponding":false,"raw_author_name":"Giuliana Defilippis","raw_affiliation_strings":["Universidad Privada Boliviana,Cochabamba,Bolivia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Privada Boliviana,Cochabamba,Bolivia","institution_ids":["https://openalex.org/I4210131140"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128335065","display_name":"Philipp Wei\u00df","orcid":null},"institutions":[{"id":"https://openalex.org/I4210110507","display_name":"Fraunhofer Institute for Applied Information Technology","ror":"https://ror.org/01ak24c12","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210110507","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Philipp Wei\u00df","raw_affiliation_strings":["Fraunhofer FIT,Sankt Agustin,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer FIT,Sankt Agustin,Germany","institution_ids":["https://openalex.org/I4210110507"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039809923","display_name":"Christian Beecks","orcid":"https://orcid.org/0009-0000-9028-629X"},"institutions":[{"id":"https://openalex.org/I120691247","display_name":"FernUniversit\u00e4t in Hagen","ror":"https://ror.org/04tkkr536","country_code":"DE","type":"education","lineage":["https://openalex.org/I120691247"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christian Beecks","raw_affiliation_strings":["FernUniversit&#x00E4;t in Hagen,Hagen,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FernUniversit&#x00E4;t in Hagen,Hagen,Germany","institution_ids":["https://openalex.org/I120691247"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125997444","display_name":"Stefan Decker","orcid":null},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefan Decker","raw_affiliation_strings":["RWTH Aachen,Aachen,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RWTH Aachen,Aachen,Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055319070","display_name":"Diego Collarana","orcid":"https://orcid.org/0000-0002-2583-0778"},"institutions":[{"id":"https://openalex.org/I4210110507","display_name":"Fraunhofer Institute for Applied Information Technology","ror":"https://ror.org/01ak24c12","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210110507","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Diego Collarana","raw_affiliation_strings":["Fraunhofer FIT,Sankt Agustin,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer FIT,Sankt Agustin,Germany","institution_ids":["https://openalex.org/I4210110507"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.68448204,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"5583","last_page":"5592"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","score":0.22669999301433563,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","score":0.22669999301433563,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.12929999828338623,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.04430000111460686,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4749000072479248},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.28360000252723694},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.2506999969482422},{"id":"https://openalex.org/keywords/graph-theory","display_name":"Graph theory","score":0.24639999866485596}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6098999977111816},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4749000072479248},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3928000032901764},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.28360000252723694},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.25859999656677246},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.2506999969482422},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.249099999666214},{"id":"https://openalex.org/C88230418","wikidata":"https://www.wikidata.org/wiki/Q131476","display_name":"Graph theory","level":2,"score":0.24639999866485596},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.2442999929189682},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23420000076293945}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/bigdata66926.2025.11401495","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata66926.2025.11401495","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"},{"id":"pmh:oai:publica.fraunhofer.de:publica/516723","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/516723","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W3172335055","https://openalex.org/W4389520494","https://openalex.org/W4404724992","https://openalex.org/W4415800738"],"related_works":[],"abstract_inverted_index":{"5583":[0]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2026-03-09T00:00:00"}
