{"id":"https://openalex.org/W7130516003","doi":"https://doi.org/10.1007/978-3-032-17216-7_8","title":"Knowledge Graph-Enhanced Retrieval-Augmented Generation for\u00a0Nutrigenetics","display_name":"Knowledge Graph-Enhanced Retrieval-Augmented Generation for\u00a0Nutrigenetics","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7130516003","doi":"https://doi.org/10.1007/978-3-032-17216-7_8"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-17216-7_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-17216-7_8","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5092611024","display_name":"Giovanni Maria De Filippis","orcid":"https://orcid.org/0009-0002-8395-0724"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giovanni Maria De Filippis","raw_affiliation_strings":["Department of Electrical Engineering and Information Technology, University of Naples Federico II, Via Claudio 21, Naples, Italy"],"raw_orcid":"https://orcid.org/0009-0002-8395-0724","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Information Technology, University of Naples Federico II, Via Claudio 21, Naples, Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093840909","display_name":"Domenico Benfenati","orcid":"https://orcid.org/0009-0008-5825-8043"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Domenico Benfenati","raw_affiliation_strings":["Department of Electrical Engineering and Information Technology, University of Naples Federico II, Via Claudio 21, Naples, Italy"],"raw_orcid":"https://orcid.org/0009-0008-5825-8043","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Information Technology, University of Naples Federico II, Via Claudio 21, Naples, Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092587959","display_name":"Gianluca De Carlo","orcid":"https://orcid.org/0009-0009-7364-7781"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gianluca De Carlo","raw_affiliation_strings":["Department of Computer, Control and Management Engineering \u201cAntonio Ruberti\u201d, Sapienza University of Rome, Rome, Italy"],"raw_orcid":"https://orcid.org/0009-0009-7364-7781","affiliations":[{"raw_affiliation_string":"Department of Computer, Control and Management Engineering \u201cAntonio Ruberti\u201d, Sapienza University of Rome, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052542784","display_name":"Antonio M. Rinaldi","orcid":"https://orcid.org/0000-0001-7003-4781"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonio Maria Rinaldi","raw_affiliation_strings":["Department of Electrical Engineering and Information Technology, University of Naples Federico II, Via Claudio 21, Naples, Italy"],"raw_orcid":"https://orcid.org/0000-0001-7003-4781","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Information Technology, University of Naples Federico II, Via Claudio 21, Naples, Italy","institution_ids":["https://openalex.org/I71267560"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5093840909"],"corresponding_institution_ids":["https://openalex.org/I71267560"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.45589693,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"91","last_page":"104"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13984","display_name":"Nutrition, Genetics, and Disease","score":0.8395000100135803,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T13984","display_name":"Nutrition, Genetics, and Disease","score":0.8395000100135803,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11642","display_name":"Genomics and Rare Diseases","score":0.031199999153614044,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.024700000882148743,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5467000007629395},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5042999982833862},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.49889999628067017},{"id":"https://openalex.org/keywords/patient-empowerment","display_name":"Patient Empowerment","score":0.45980000495910645},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4187000095844269},{"id":"https://openalex.org/keywords/empowerment","display_name":"Empowerment","score":0.39890000224113464},{"id":"https://openalex.org/keywords/personalized-medicine","display_name":"Personalized medicine","score":0.37869998812675476},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.3709999918937683}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5981000065803528},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5467000007629395},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5042999982833862},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.49889999628067017},{"id":"https://openalex.org/C2909500400","wikidata":"https://www.wikidata.org/wiki/Q7144993","display_name":"Patient Empowerment","level":3,"score":0.45980000495910645},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4187000095844269},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4000000059604645},{"id":"https://openalex.org/C20555606","wikidata":"https://www.wikidata.org/wiki/Q868575","display_name":"Empowerment","level":2,"score":0.39890000224113464},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.38260000944137573},{"id":"https://openalex.org/C32220436","wikidata":"https://www.wikidata.org/wiki/Q2072214","display_name":"Personalized medicine","level":2,"score":0.37869998812675476},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.3709999918937683},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.3686000108718872},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.34200000762939453},{"id":"https://openalex.org/C3019806175","wikidata":"https://www.wikidata.org/wiki/Q11974939","display_name":"Health professionals","level":3,"score":0.3280999958515167},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30630001425743103},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.2985000014305115},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.2808000147342682},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.26429998874664307},{"id":"https://openalex.org/C2777348039","wikidata":"https://www.wikidata.org/wiki/Q6423397","display_name":"Knowledge space","level":2,"score":0.26019999384880066},{"id":"https://openalex.org/C163763905","wikidata":"https://www.wikidata.org/wiki/Q17075943","display_name":"Precision medicine","level":2,"score":0.2522999942302704},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.25200000405311584}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-17216-7_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-17216-7_8","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W2131681506","https://openalex.org/W2151936673","https://openalex.org/W2808845633","https://openalex.org/W2897249806","https://openalex.org/W2911489562","https://openalex.org/W2994654440","https://openalex.org/W3023112361","https://openalex.org/W3033896008","https://openalex.org/W3116099552","https://openalex.org/W4205371418","https://openalex.org/W4210706440","https://openalex.org/W4307838179","https://openalex.org/W4309795627","https://openalex.org/W4381190112","https://openalex.org/W4382765991","https://openalex.org/W4391376033","https://openalex.org/W4393621491","https://openalex.org/W4394720620","https://openalex.org/W4399305008","https://openalex.org/W4401671778","https://openalex.org/W4402567773","https://openalex.org/W4404615833","https://openalex.org/W4404801434","https://openalex.org/W4406031095","https://openalex.org/W4408933769","https://openalex.org/W4410736112","https://openalex.org/W4417093919"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-02-20T17:44:18.066148","created_date":"2026-02-19T00:00:00"}
