{"id":"https://openalex.org/W2949624269","doi":"https://doi.org/10.1145/3314183.3323871","title":"Inferring Art Preferences from Gaze Exploration in a Museum","display_name":"Inferring Art Preferences from Gaze Exploration in a Museum","publication_year":2019,"publication_date":"2019-06-06","ids":{"openalex":"https://openalex.org/W2949624269","doi":"https://doi.org/10.1145/3314183.3323871","mag":"2949624269"},"language":"en","primary_location":{"id":"doi:10.1145/3314183.3323871","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3314183.3323871","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adjunct Publication of the 27th Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-02472007","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030980093","display_name":"Sylvain Castagnos","orcid":"https://orcid.org/0000-0003-4252-4526"},"institutions":[{"id":"https://openalex.org/I90183372","display_name":"Universit\u00e9 de Lorraine","ror":"https://ror.org/04vfs2w97","country_code":"FR","type":"education","lineage":["https://openalex.org/I90183372"]},{"id":"https://openalex.org/I4210121838","display_name":"Laboratoire Lorrain de Recherche en Informatique et ses Applications","ror":"https://ror.org/02vnf0c38","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I277688954","https://openalex.org/I4210107720","https://openalex.org/I4210121838","https://openalex.org/I4210159245","https://openalex.org/I90183372"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Sylvain Castagnos","raw_affiliation_strings":["CNRS - LORIA - University of Lorraine, Vandoeuvre, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNRS - LORIA - University of Lorraine, Vandoeuvre, France","institution_ids":["https://openalex.org/I90183372","https://openalex.org/I4210121838","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101704486","display_name":"Florian Marchal","orcid":"https://orcid.org/0000-0002-4588-7771"},"institutions":[{"id":"https://openalex.org/I90183372","display_name":"Universit\u00e9 de Lorraine","ror":"https://ror.org/04vfs2w97","country_code":"FR","type":"education","lineage":["https://openalex.org/I90183372"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210121838","display_name":"Laboratoire Lorrain de Recherche en Informatique et ses Applications","ror":"https://ror.org/02vnf0c38","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I277688954","https://openalex.org/I4210107720","https://openalex.org/I4210121838","https://openalex.org/I4210159245","https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Florian Marchal","raw_affiliation_strings":["CNRS - LORIA - University of Lorraine, Vandoeuvre, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNRS - LORIA - University of Lorraine, Vandoeuvre, France","institution_ids":["https://openalex.org/I90183372","https://openalex.org/I4210121838","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105783961","display_name":"Alexandre Bertrand","orcid":null},"institutions":[{"id":"https://openalex.org/I90183372","display_name":"Universit\u00e9 de Lorraine","ror":"https://ror.org/04vfs2w97","country_code":"FR","type":"education","lineage":["https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Alexandre Bertrand","raw_affiliation_strings":["IDMC - University of Lorraine, Nancy, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IDMC - University of Lorraine, Nancy, France","institution_ids":["https://openalex.org/I90183372"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071984682","display_name":"Morgane Colle","orcid":null},"institutions":[{"id":"https://openalex.org/I90183372","display_name":"Universit\u00e9 de Lorraine","ror":"https://ror.org/04vfs2w97","country_code":"FR","type":"education","lineage":["https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Morgane Colle","raw_affiliation_strings":["IDMC - University of Lorraine, Nancy, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IDMC - University of Lorraine, Nancy, France","institution_ids":["https://openalex.org/I90183372"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080352939","display_name":"Djalila Mahmoudi","orcid":null},"institutions":[{"id":"https://openalex.org/I90183372","display_name":"Universit\u00e9 de Lorraine","ror":"https://ror.org/04vfs2w97","country_code":"FR","type":"education","lineage":["https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Djalila Mahmoudi","raw_affiliation_strings":["IDMC - University of Lorraine, Nancy, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IDMC - University of Lorraine, Nancy, France","institution_ids":["https://openalex.org/I90183372"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5030980093"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210121838","https://openalex.org/I90183372"],"apc_list":null,"apc_paid":null,"fwci":0.6124,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.71993761,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"425","last_page":"430"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9986000061035156,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9986000061035156,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T11904","display_name":"Spatial Cognition and Navigation","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/painting","display_name":"Painting","score":0.770561695098877},{"id":"https://openalex.org/keywords/gaze","display_name":"Gaze","score":0.7686535120010376},{"id":"https://openalex.org/keywords/visitor-pattern","display_name":"Visitor pattern","score":0.7482463121414185},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5526566505432129},{"id":"https://openalex.org/keywords/fixation","display_name":"Fixation (population genetics)","score":0.5434165596961975},{"id":"https://openalex.org/keywords/visual-arts","display_name":"Visual arts","score":0.5203028321266174},{"id":"https://openalex.org/keywords/the-arts","display_name":"The arts","score":0.46116843819618225},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.4471375346183777},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.3460359275341034},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2817274332046509},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.26748961210250854},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.11829450726509094}],"concepts":[{"id":"https://openalex.org/C205783811","wikidata":"https://www.wikidata.org/wiki/Q11629","display_name":"Painting","level":2,"score":0.770561695098877},{"id":"https://openalex.org/C2779916870","wikidata":"https://www.wikidata.org/wiki/Q14467155","display_name":"Gaze","level":2,"score":0.7686535120010376},{"id":"https://openalex.org/C48947383","wikidata":"https://www.wikidata.org/wiki/Q830719","display_name":"Visitor pattern","level":2,"score":0.7482463121414185},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5526566505432129},{"id":"https://openalex.org/C146249460","wikidata":"https://www.wikidata.org/wiki/Q2914991","display_name":"Fixation (population genetics)","level":3,"score":0.5434165596961975},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.5203028321266174},{"id":"https://openalex.org/C70789860","wikidata":"https://www.wikidata.org/wiki/Q2018526","display_name":"The arts","level":2,"score":0.46116843819618225},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.4471375346183777},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.3460359275341034},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2817274332046509},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.26748961210250854},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.11829450726509094},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"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/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3314183.3323871","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3314183.3323871","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adjunct Publication of the 27th Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-02472007v1","is_oa":true,"landing_page_url":"https://hal.science/hal-02472007","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"10th Workshop on Personalized Access to Cultural Heritage (PATCH 2019), Jun 2019, Larnaca, Cyprus. pp.425-430, ⟨10.1145/3314183.3323871⟩","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-02472007v1","is_oa":true,"landing_page_url":"https://hal.science/hal-02472007","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"10th Workshop on Personalized Access to Cultural Heritage (PATCH 2019), Jun 2019, Larnaca, Cyprus. pp.425-430, ⟨10.1145/3314183.3323871⟩","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8531745791","display_name":null,"funder_award_id":"693150","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W78993852","https://openalex.org/W196067293","https://openalex.org/W1534643234","https://openalex.org/W2003002241","https://openalex.org/W2016587844","https://openalex.org/W2063543355","https://openalex.org/W2406915961","https://openalex.org/W2464153453","https://openalex.org/W2549951061","https://openalex.org/W2556957817","https://openalex.org/W2929571403","https://openalex.org/W4297870504"],"related_works":["https://openalex.org/W2389484663","https://openalex.org/W100279264","https://openalex.org/W3025803919","https://openalex.org/W2962094963","https://openalex.org/W3035526107","https://openalex.org/W3210442065","https://openalex.org/W2263713325","https://openalex.org/W3043002835","https://openalex.org/W2324278002","https://openalex.org/W4308842449"],"abstract_inverted_index":{"This":[0,83],"paper":[1],"is":[2,148],"a":[3,20,34,68,140],"first":[4],"step":[5],"towards":[6],"identifying":[7],"the":[8,11,23,26,41,48,72,79,91,96,128,135,160],"links":[9],"between":[10,127],"characteristics":[12],"of":[13,29,37,53,75,81,101,119,130],"gaze":[14,31],"behaviour":[15],"and":[16,45,50,98,142],"visitor":[17],"preferences":[18,54],"in":[19,57,78,110,159],"museum.":[21],"In":[22],"long":[24],"term,":[25],"real-time":[27],"analysis":[28],"visitors'":[30],"should":[32,46],"allow":[33],"fine":[35],"estimation":[36],"their":[38],"interest":[39],"for":[40,103],"different":[42],"artworks":[43,102],"exhibited":[44],"replace":[47],"fastidious":[49],"time-consuming":[51],"elicitation":[52],"commonly":[55],"used":[56],"traditional":[58],"recommender":[59],"systems.":[60],"To":[61],"study":[62,70,85,155],"these":[63],"links,":[64],"we":[65],"carried":[66],"out":[67],"user":[69],"at":[71,139],"Nancy":[73],"Museum":[74],"Fine":[76],"Arts":[77],"North-East":[80],"France.":[82],"pilot":[84],"involved":[86],"13":[87],"volunteers":[88],"who":[89],"had":[90],"opportunity":[92],"to":[93,116,124,152,156],"freely":[94],"explore":[95],"museum":[97],"contemplate":[99],"hundreds":[100],"more":[104],"than":[105],"50":[106],"minutes":[107],"on":[108],"average":[109],"May":[111],"2018.":[112],"We":[113,150],"were":[114],"able":[115],"analyze":[117],"millions":[118],"fixation":[120,131],"points":[121,132],"so":[122],"as":[123],"find":[125],"correlations":[126],"number":[129],"per":[133],"painting,":[134,141],"time":[136],"spent":[137],"looking":[138],"whether":[143],"or":[144],"not":[145],"this":[146,154],"painting":[147],"appreciated.":[149],"plan":[151],"extend":[153],"100":[157],"visitors":[158],"coming":[161],"months.":[162]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2019,"cited_by_count":1}],"updated_date":"2026-05-17T08:19:37.847499","created_date":"2025-10-10T00:00:00"}