{"id":"https://openalex.org/W4404724712","doi":"https://doi.org/10.1007/978-981-96-0573-6_20","title":"Enhancing LLMs Contextual Knowledge with\u00a0Ontologies for\u00a0Personalised Food Recommendation","display_name":"Enhancing LLMs Contextual Knowledge with\u00a0Ontologies for\u00a0Personalised Food Recommendation","publication_year":2024,"publication_date":"2024-11-26","ids":{"openalex":"https://openalex.org/W4404724712","doi":"https://doi.org/10.1007/978-981-96-0573-6_20"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-96-0573-6_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-96-0573-6_20","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://link.springer.com/chapter/10.1007/978-981-96-0573-6_20","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028229199","display_name":"Ada Bagozi","orcid":"https://orcid.org/0000-0002-0193-6500"},"institutions":[{"id":"https://openalex.org/I79940851","display_name":"University of Brescia","ror":"https://ror.org/02q2d2610","country_code":"IT","type":"education","lineage":["https://openalex.org/I79940851"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Ada Bagozi","raw_affiliation_strings":["University of Brescia, Brescia, Italy"],"raw_orcid":"https://orcid.org/0000-0002-0193-6500","affiliations":[{"raw_affiliation_string":"University of Brescia, Brescia, Italy","institution_ids":["https://openalex.org/I79940851"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086231731","display_name":"Devis Bianchini","orcid":"https://orcid.org/0000-0002-7709-3706"},"institutions":[{"id":"https://openalex.org/I79940851","display_name":"University of Brescia","ror":"https://ror.org/02q2d2610","country_code":"IT","type":"education","lineage":["https://openalex.org/I79940851"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Devis Bianchini","raw_affiliation_strings":["University of Brescia, Brescia, Italy"],"raw_orcid":"https://orcid.org/0000-0002-7709-3706","affiliations":[{"raw_affiliation_string":"University of Brescia, Brescia, Italy","institution_ids":["https://openalex.org/I79940851"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052601989","display_name":"Michele Melchiori","orcid":"https://orcid.org/0000-0001-8649-4192"},"institutions":[{"id":"https://openalex.org/I79940851","display_name":"University of Brescia","ror":"https://ror.org/02q2d2610","country_code":"IT","type":"education","lineage":["https://openalex.org/I79940851"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Michele Melchiori","raw_affiliation_strings":["University of Brescia, Brescia, Italy"],"raw_orcid":"https://orcid.org/0000-0001-8649-4192","affiliations":[{"raw_affiliation_string":"University of Brescia, Brescia, Italy","institution_ids":["https://openalex.org/I79940851"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009175421","display_name":"Anisa Rula","orcid":"https://orcid.org/0000-0002-8046-7502"},"institutions":[{"id":"https://openalex.org/I79940851","display_name":"University of Brescia","ror":"https://ror.org/02q2d2610","country_code":"IT","type":"education","lineage":["https://openalex.org/I79940851"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Anisa Rula","raw_affiliation_strings":["University of Brescia, Brescia, Italy"],"raw_orcid":"https://orcid.org/0000-0002-8046-7502","affiliations":[{"raw_affiliation_string":"University of Brescia, Brescia, Italy","institution_ids":["https://openalex.org/I79940851"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5009175421"],"corresponding_institution_ids":["https://openalex.org/I79940851"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"273","last_page":"283"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9190999865531921,"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"}},"topics":[{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9190999865531921,"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/computer-science","display_name":"Computer science","score":0.7510217428207397},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4548932909965515},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.4149829149246216},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36271989345550537},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.32323116064071655},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3208988308906555}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7510217428207397},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4548932909965515},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.4149829149246216},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36271989345550537},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.32323116064071655},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3208988308906555}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-981-96-0573-6_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-96-0573-6_20","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:iris.unibs.it:11379/617326","is_oa":true,"landing_page_url":"https://link.springer.com/chapter/10.1007/978-981-96-0573-6_20","pdf_url":null,"source":{"id":"https://openalex.org/S4306400804","display_name":"Institutional Research Information System (Universit\u00e0 degli Studi di Brescia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66752286","host_organization_name":"University of Milano-Bicocca","host_organization_lineage":["https://openalex.org/I66752286"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:iris.unibs.it:11379/617326","is_oa":true,"landing_page_url":"https://link.springer.com/chapter/10.1007/978-981-96-0573-6_20","pdf_url":null,"source":{"id":"https://openalex.org/S4306400804","display_name":"Institutional Research Information System (Universit\u00e0 degli Studi di Brescia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66752286","host_organization_name":"University of Milano-Bicocca","host_organization_lineage":["https://openalex.org/I66752286"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.7200000286102295}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2786909755","https://openalex.org/W2903298154","https://openalex.org/W2980563481","https://openalex.org/W3170196805","https://openalex.org/W4386845623","https://openalex.org/W4389639107","https://openalex.org/W4390692489","https://openalex.org/W4391451867","https://openalex.org/W4392752538","https://openalex.org/W4392846385","https://openalex.org/W4395689785","https://openalex.org/W4399452982","https://openalex.org/W4404725189"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W2150182025","https://openalex.org/W3092950680","https://openalex.org/W3197542405","https://openalex.org/W2056712470","https://openalex.org/W3125580266","https://openalex.org/W4288390103","https://openalex.org/W4317039510"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2024-11-27T00:00:00"}