{"id":"https://openalex.org/W4380881731","doi":"https://doi.org/10.1145/3563359.3596670","title":"Eyeing the Visitor\u2019s Gaze for Artwork Recommendation","display_name":"Eyeing the Visitor\u2019s Gaze for Artwork Recommendation","publication_year":2023,"publication_date":"2023-06-16","ids":{"openalex":"https://openalex.org/W4380881731","doi":"https://doi.org/10.1145/3563359.3596670"},"language":"en","primary_location":{"id":"doi:10.1145/3563359.3596670","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3563359.3596670","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adjunct Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"},"type":"article","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/A5092183420","display_name":"Daria Occhioni","orcid":"https://orcid.org/0009-0009-1557-924X"},"institutions":[{"id":"https://openalex.org/I119003972","display_name":"Roma Tre University","ror":"https://ror.org/05vf0dg29","country_code":"IT","type":"education","lineage":["https://openalex.org/I119003972"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Daria Occhioni","raw_affiliation_strings":["Roma Tre University, Italy"],"raw_orcid":"https://orcid.org/0009-0009-1557-924X","affiliations":[{"raw_affiliation_string":"Roma Tre University, Italy","institution_ids":["https://openalex.org/I119003972"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026091557","display_name":"Alessio Ferrato","orcid":"https://orcid.org/0000-0001-5405-3018"},"institutions":[{"id":"https://openalex.org/I119003972","display_name":"Roma Tre University","ror":"https://ror.org/05vf0dg29","country_code":"IT","type":"education","lineage":["https://openalex.org/I119003972"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessio Ferrato","raw_affiliation_strings":["Roma Tre University, Italy"],"raw_orcid":"https://orcid.org/0000-0001-5405-3018","affiliations":[{"raw_affiliation_string":"Roma Tre University, Italy","institution_ids":["https://openalex.org/I119003972"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070750659","display_name":"Carla Limongelli","orcid":"https://orcid.org/0000-0002-0323-7738"},"institutions":[{"id":"https://openalex.org/I119003972","display_name":"Roma Tre University","ror":"https://ror.org/05vf0dg29","country_code":"IT","type":"education","lineage":["https://openalex.org/I119003972"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Carla Limongelli","raw_affiliation_strings":["Roma Tre University, Italy"],"raw_orcid":"https://orcid.org/0000-0002-0323-7738","affiliations":[{"raw_affiliation_string":"Roma Tre University, Italy","institution_ids":["https://openalex.org/I119003972"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011861806","display_name":"Mauro Mezzini","orcid":"https://orcid.org/0000-0002-5308-0097"},"institutions":[{"id":"https://openalex.org/I119003972","display_name":"Roma Tre University","ror":"https://ror.org/05vf0dg29","country_code":"IT","type":"education","lineage":["https://openalex.org/I119003972"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mauro Mezzini","raw_affiliation_strings":["Roma Tre University, Italy"],"raw_orcid":"https://orcid.org/0000-0002-5308-0097","affiliations":[{"raw_affiliation_string":"Roma Tre University, Italy","institution_ids":["https://openalex.org/I119003972"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089623580","display_name":"Giuseppe Sansonetti","orcid":"https://orcid.org/0000-0003-4953-1390"},"institutions":[{"id":"https://openalex.org/I119003972","display_name":"Roma Tre University","ror":"https://ror.org/05vf0dg29","country_code":"IT","type":"education","lineage":["https://openalex.org/I119003972"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe Sansonetti","raw_affiliation_strings":["Roma Tre University, Italy"],"raw_orcid":"https://orcid.org/0000-0003-4953-1390","affiliations":[{"raw_affiliation_string":"Roma Tre University, Italy","institution_ids":["https://openalex.org/I119003972"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023673758","display_name":"Alessandro Micarelli","orcid":"https://orcid.org/0000-0001-6508-8021"},"institutions":[{"id":"https://openalex.org/I119003972","display_name":"Roma Tre University","ror":"https://ror.org/05vf0dg29","country_code":"IT","type":"education","lineage":["https://openalex.org/I119003972"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandro Micarelli","raw_affiliation_strings":["Roma Tre University, Italy"],"raw_orcid":"https://orcid.org/0000-0001-6508-8021","affiliations":[{"raw_affiliation_string":"Roma Tre University, Italy","institution_ids":["https://openalex.org/I119003972"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5092183420"],"corresponding_institution_ids":["https://openalex.org/I119003972"],"apc_list":null,"apc_paid":null,"fwci":1.7937,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.87773745,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"374","last_page":"378"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9968000054359436,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9962000250816345,"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/rss","display_name":"RSS","score":0.8571481108665466},{"id":"https://openalex.org/keywords/visitor-pattern","display_name":"Visitor pattern","score":0.8215521574020386},{"id":"https://openalex.org/keywords/gaze","display_name":"Gaze","score":0.7355722188949585},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.7125178575515747},{"id":"https://openalex.org/keywords/pleasure","display_name":"Pleasure","score":0.6824116706848145},{"id":"https://openalex.org/keywords/cultural-heritage","display_name":"Cultural heritage","score":0.6350796818733215},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6008794903755188},{"id":"https://openalex.org/keywords/visual-arts","display_name":"Visual arts","score":0.37870073318481445},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.37457284331321716},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.21827629208564758},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.19325438141822815},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.13142678141593933},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09061285853385925}],"concepts":[{"id":"https://openalex.org/C2385561","wikidata":"https://www.wikidata.org/wiki/Q45432","display_name":"RSS","level":2,"score":0.8571481108665466},{"id":"https://openalex.org/C48947383","wikidata":"https://www.wikidata.org/wiki/Q830719","display_name":"Visitor pattern","level":2,"score":0.8215521574020386},{"id":"https://openalex.org/C2779916870","wikidata":"https://www.wikidata.org/wiki/Q14467155","display_name":"Gaze","level":2,"score":0.7355722188949585},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.7125178575515747},{"id":"https://openalex.org/C2777113389","wikidata":"https://www.wikidata.org/wiki/Q208195","display_name":"Pleasure","level":2,"score":0.6824116706848145},{"id":"https://openalex.org/C60671577","wikidata":"https://www.wikidata.org/wiki/Q210272","display_name":"Cultural heritage","level":2,"score":0.6350796818733215},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6008794903755188},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.37870073318481445},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.37457284331321716},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.21827629208564758},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.19325438141822815},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13142678141593933},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09061285853385925},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"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/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3563359.3596670","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3563359.3596670","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adjunct Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.uniroma3.it:11590/449968","is_oa":false,"landing_page_url":"https://hdl.handle.net/11590/449968","pdf_url":null,"source":{"id":"https://openalex.org/S4377196120","display_name":"Iris (Roma Tre University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I119003972","host_organization_name":"Roma Tre University","host_organization_lineage":["https://openalex.org/I119003972"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.7799999713897705}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1690919088","https://openalex.org/W2503885376","https://openalex.org/W2612952759","https://openalex.org/W2735156554","https://openalex.org/W2738296333","https://openalex.org/W2883450192","https://openalex.org/W2908073448","https://openalex.org/W2936384187","https://openalex.org/W2940046643","https://openalex.org/W2997385280","https://openalex.org/W3019107800","https://openalex.org/W3033365660","https://openalex.org/W3037352346","https://openalex.org/W3042279863","https://openalex.org/W3090789868","https://openalex.org/W3098417430","https://openalex.org/W3194737112","https://openalex.org/W4283770281","https://openalex.org/W4284700492","https://openalex.org/W4297347663","https://openalex.org/W4311035314","https://openalex.org/W4363647957"],"related_works":["https://openalex.org/W426968574","https://openalex.org/W2365639220","https://openalex.org/W2382520895","https://openalex.org/W2393709043","https://openalex.org/W2080567403","https://openalex.org/W2539387137","https://openalex.org/W2374952201","https://openalex.org/W2374808384","https://openalex.org/W2385449752","https://openalex.org/W3177075132"],"abstract_inverted_index":{"Recommender":[0],"systems":[1],"(RSs)":[2],"are":[3,78,113],"increasingly":[4],"present":[5,43],"in":[6,106],"our":[7,46,120],"everyday":[8],"lives":[9],"for":[10,54],"business":[11],"and":[12,36,60,69,86,115],"pleasure.":[13],"The":[14,110],"Cultural":[15],"Heritage":[16],"domain":[17],"is":[18],"no":[19],"exception.":[20],"In":[21,39],"the":[22,32,67,82,92,107],"research":[23,47,121],"literature,":[24],"several":[25],"RSs":[26],"have":[27],"been":[28],"proposed":[29],"to":[30,58,74,118],"enhance":[31],"fruition":[33],"of":[34,45,71,89,91],"artistic":[35],"cultural":[37],"resources.":[38],"this":[40],"paper,":[41],"we":[42,65],"some":[44],"activities":[48],"aimed":[49],"at":[50],"realizing":[51],"a":[52],"RS":[53],"suggesting":[55],"personalized":[56],"itineraries":[57],"exhibit":[59],"museum":[61],"visitors.":[62],"More":[63],"specifically,":[64],"describe":[66],"collection":[68],"use":[70],"eye-tracking":[72],"data":[73],"understand":[75],"if":[76],"there":[77],"any":[79],"correlations":[80,97],"between":[81],"visitors\u2019":[83],"gaze":[84],"patterns":[85],"their":[87],"degree":[88],"appreciation":[90],"viewed":[93],"artworks.":[94],"If":[95],"such":[96],"exist,":[98],"they":[99],"could":[100],"be":[101],"used":[102],"as":[103],"implicit":[104],"feedback":[105],"recommendation":[108],"engine.":[109],"preliminary":[111],"results":[112],"interesting":[114],"encourage":[116],"us":[117],"pursue":[119],"activities.":[122]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
