{"id":"https://openalex.org/W4386567066","doi":"https://doi.org/10.1007/s00521-023-08966-3","title":"Analyzing cultural relationships visual cues through deep learning models in a cross-dataset setting","display_name":"Analyzing cultural relationships visual cues through deep learning models in a cross-dataset setting","publication_year":2023,"publication_date":"2023-09-09","ids":{"openalex":"https://openalex.org/W4386567066","doi":"https://doi.org/10.1007/s00521-023-08966-3"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-023-08966-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00521-023-08966-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00521-023-08966-3.pdf","source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s00521-023-08966-3.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002362724","display_name":"Lorenzo Stacchio","orcid":"https://orcid.org/0000-0002-9341-7651"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Lorenzo Stacchio","raw_affiliation_strings":["Department for Life Quality Studies, University of Bologna, Bologna, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department for Life Quality Studies, University of Bologna, Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085911970","display_name":"Alessia Angeli","orcid":"https://orcid.org/0000-0002-3572-2076"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessia Angeli","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Bologna, Bologna, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Bologna, Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036430028","display_name":"Giuseppe Lisanti","orcid":"https://orcid.org/0000-0002-0785-9972"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe Lisanti","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Bologna, Bologna, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Bologna, Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012845043","display_name":"Gustavo Marfia","orcid":"https://orcid.org/0000-0003-3058-8004"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Gustavo Marfia","raw_affiliation_strings":["Department for the Arts, University of Bologna, Bologna, Italy"],"raw_orcid":"https://orcid.org/0000-0003-3058-8004","affiliations":[{"raw_affiliation_string":"Department for the Arts, University of Bologna, Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5012845043"],"corresponding_institution_ids":["https://openalex.org/I9360294"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":11.9338,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.98042705,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"36","issue":"20","first_page":"11727","last_page":"11742"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11846","display_name":"Cultural Heritage Management and Preservation","score":0.9847999811172485,"subfield":{"id":"https://openalex.org/subfields/1204","display_name":"Archeology"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11846","display_name":"Cultural Heritage Management and Preservation","score":0.9847999811172485,"subfield":{"id":"https://openalex.org/subfields/1204","display_name":"Archeology"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9366000294685364,"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/T12650","display_name":"Aesthetic Perception and Analysis","score":0.9259999990463257,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/imago","display_name":"Imago","score":0.8427872657775879},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.703370213508606},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6508574485778809},{"id":"https://openalex.org/keywords/computational-science-and-engineering","display_name":"Computational Science and Engineering","score":0.5613650679588318},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5605608820915222},{"id":"https://openalex.org/keywords/projection","display_name":"Projection (relational algebra)","score":0.5117480754852295},{"id":"https://openalex.org/keywords/shot","display_name":"Shot (pellet)","score":0.5083872675895691},{"id":"https://openalex.org/keywords/interpretation","display_name":"Interpretation (philosophy)","score":0.4869745671749115},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39124852418899536},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3201436400413513},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1372579038143158}],"concepts":[{"id":"https://openalex.org/C116544749","wikidata":"https://www.wikidata.org/wiki/Q207254","display_name":"Imago","level":2,"score":0.8427872657775879},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.703370213508606},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6508574485778809},{"id":"https://openalex.org/C68597687","wikidata":"https://www.wikidata.org/wiki/Q362601","display_name":"Computational Science and Engineering","level":2,"score":0.5613650679588318},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5605608820915222},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.5117480754852295},{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.5083872675895691},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.4869745671749115},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39124852418899536},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3201436400413513},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1372579038143158},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s00521-023-08966-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00521-023-08966-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00521-023-08966-3.pdf","source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},{"id":"pmh:oai:cris.unibo.it:11585/956308","is_oa":true,"landing_page_url":"https://hdl.handle.net/11585/956308","pdf_url":"https://cris.unibo.it/bitstream/11585/956308/2/Analyzing%20cultural%20relationships.pdf","source":{"id":"https://openalex.org/S4306402579","display_name":"Archivio istituzionale della ricerca (Alma Mater Studiorum Universit\u00e0 di Bologna)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210117483","host_organization_name":"Istituto di Ematologia di Bologna","host_organization_lineage":["https://openalex.org/I4210117483"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:u-pad.unimc.it:11393/365136","is_oa":true,"landing_page_url":"https://hdl.handle.net/11393/365136","pdf_url":"https://u-pad.unimc.it/bitstream/11393/365136/2/Stacchio_Analyzing%20cultural%20relationships.pdf","source":{"id":"https://openalex.org/S4377196455","display_name":"U-PAD Unimc - Open Digital Publications (University of Macerata)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I55133342","host_organization_name":"University of Macerata","host_organization_lineage":["https://openalex.org/I55133342"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s00521-023-08966-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00521-023-08966-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00521-023-08966-3.pdf","source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.699999988079071}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4386567066.pdf"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W1601795611","https://openalex.org/W1972978214","https://openalex.org/W1991566470","https://openalex.org/W2025194869","https://openalex.org/W2095465294","https://openalex.org/W2108598243","https://openalex.org/W2135148528","https://openalex.org/W2162651021","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2398351730","https://openalex.org/W2604262329","https://openalex.org/W2616247523","https://openalex.org/W2764207251","https://openalex.org/W2889326414","https://openalex.org/W2891158090","https://openalex.org/W2910999215","https://openalex.org/W2963446712","https://openalex.org/W2966048283","https://openalex.org/W3035002246","https://openalex.org/W3098348322","https://openalex.org/W3102564565","https://openalex.org/W3175215201","https://openalex.org/W3201638944","https://openalex.org/W3213002372","https://openalex.org/W4206706211","https://openalex.org/W4292771462","https://openalex.org/W4303712366","https://openalex.org/W4310497728","https://openalex.org/W4311871942","https://openalex.org/W4320002812"],"related_works":["https://openalex.org/W4213075290","https://openalex.org/W4383604732","https://openalex.org/W4388174217","https://openalex.org/W2286451079","https://openalex.org/W2503222757","https://openalex.org/W2182393926","https://openalex.org/W1885640346","https://openalex.org/W2368993502","https://openalex.org/W601954234","https://openalex.org/W2352632436"],"abstract_inverted_index":{"Abstract":[0],"To":[1],"study":[2],"the":[3,36,46,57,66,73,134,138,143],"evolution":[4],"of":[5,12,38,48,97,137,161,170],"specific":[6,26],"cultures":[7,27],"and":[8,28,147],"times":[9],"different":[10,81,168],"kinds":[11],"pictures":[13],"could":[14],"be":[15,119],"adopted.":[16],"Family":[17],"album":[18,52],"photos":[19,63],"may":[20,118],"reveal":[21],"socio-historical":[22],"insights":[23],"regarding":[24],"those":[25],"times.":[29],"Along":[30],"this":[31,33],"path,":[32],"work":[34],"addresses":[35],"problem":[37],"automatically":[39],"dating":[40],"an":[41,49],"image":[42],"by":[43,131],"resorting":[44],"to":[45,72,79,85,89,121,164],"analysis":[47],"analog":[50],"family":[51],"photo":[53,90],"dataset.":[54],"In":[55,99,151],"particular,":[56],"IMAGO":[58,74],"collection,":[59],"which":[60,106,117],"contains":[61],"Italian":[62],"shot":[64],"in":[65,159],"20th":[67],"century,":[68],"was":[69,77],"considered.":[70],"Thanks":[71],"dataset,":[75],"it":[76],"possible":[78,162],"apply":[80],"deep":[82,153],"learning-based":[83],"architectures":[84],"date":[86],"images":[87],"belonging":[88],"albums":[91],"without":[92],"needing":[93],"any":[94],"other":[95],"sources":[96],"information.":[98],"addition,":[100],"we":[101],"carried":[102],"out":[103],"cross-dataset":[104,135],"experiments,":[105],"also":[107],"involved":[108],"models":[109,141,155],"trained":[110,139],"on":[111],"American":[112],"datasets,":[113],"observing":[114],"temporal":[115],"shifts":[116],"due":[120],"known":[122],"intercultural":[123,165],"influences.":[124],"We":[125],"further":[126],"explore":[127],"such":[128],"a":[129],"possibility":[130],"qualitatively":[132],"analyzing":[133],"interpretation":[136],"deep-learning":[140],"with":[142],"Uniform":[144],"Manifold":[145],"Approximation":[146],"Projection":[148],"(UMAP)":[149],"algorithm.":[150],"conclusion,":[152],"learning":[154],"revealed":[156],"their":[157],"potential":[158],"terms":[160],"applications":[163],"research,":[166],"from":[167],"points":[169],"view.":[171]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2023-09-10T00:00:00"}