{"id":"https://openalex.org/W4414766193","doi":"https://doi.org/10.1186/s40708-025-00274-x","title":"A gender-aware saliency prediction system for web interfaces using deep learning and eye-tracking data","display_name":"A gender-aware saliency prediction system for web interfaces using deep learning and eye-tracking data","publication_year":2025,"publication_date":"2025-10-02","ids":{"openalex":"https://openalex.org/W4414766193","doi":"https://doi.org/10.1186/s40708-025-00274-x","pmid":"https://pubmed.ncbi.nlm.nih.gov/41037184"},"language":"en","primary_location":{"id":"doi:10.1186/s40708-025-00274-x","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40708-025-00274-x","pdf_url":"https://braininformatics.springeropen.com/counter/pdf/10.1186/s40708-025-00274-x","source":{"id":"https://openalex.org/S2498492389","display_name":"Brain Informatics","issn_l":"2198-4018","issn":["2198-4018","2198-4026"],"is_oa":true,"is_in_doaj":true,"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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Brain Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://braininformatics.springeropen.com/counter/pdf/10.1186/s40708-025-00274-x","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090637560","display_name":"Pablo Gonz\u00e1lez","orcid":"https://orcid.org/0000-0002-9250-0920"},"institutions":[{"id":"https://openalex.org/I10457146","display_name":"Universidad de Santiago de Chile","ror":"https://ror.org/02ma57s91","country_code":"CL","type":"education","lineage":["https://openalex.org/I10457146"]}],"countries":["CL"],"is_corresponding":true,"raw_author_name":"Pablo Villanueva Gonz\u00e1lez","raw_affiliation_strings":["Web Intelligence Centre Universidad de Chile, Department of Industrial Engineering, Av. Rep\u00fablica 701, Santiago, Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Web Intelligence Centre Universidad de Chile, Department of Industrial Engineering, Av. Rep\u00fablica 701, Santiago, Chile","institution_ids":["https://openalex.org/I10457146"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Cristobal Subiabre Cuevas","orcid":null},"institutions":[{"id":"https://openalex.org/I10457146","display_name":"Universidad de Santiago de Chile","ror":"https://ror.org/02ma57s91","country_code":"CL","type":"education","lineage":["https://openalex.org/I10457146"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Cristobal Subiabre Cuevas","raw_affiliation_strings":["Web Intelligence Centre Universidad de Chile, Department of Industrial Engineering, Av. Rep\u00fablica 701, Santiago, Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Web Intelligence Centre Universidad de Chile, Department of Industrial Engineering, Av. Rep\u00fablica 701, Santiago, Chile","institution_ids":["https://openalex.org/I10457146"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116242801","display_name":"Lino Jeldez","orcid":null},"institutions":[{"id":"https://openalex.org/I10457146","display_name":"Universidad de Santiago de Chile","ror":"https://ror.org/02ma57s91","country_code":"CL","type":"education","lineage":["https://openalex.org/I10457146"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Lino Jeldez","raw_affiliation_strings":["Web Intelligence Centre Universidad de Chile, Department of Industrial Engineering, Av. Rep\u00fablica 701, Santiago, Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Web Intelligence Centre Universidad de Chile, Department of Industrial Engineering, Av. Rep\u00fablica 701, Santiago, Chile","institution_ids":["https://openalex.org/I10457146"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116242802","display_name":"Benjamin Torrealba Troncoso","orcid":null},"institutions":[{"id":"https://openalex.org/I10457146","display_name":"Universidad de Santiago de Chile","ror":"https://ror.org/02ma57s91","country_code":"CL","type":"education","lineage":["https://openalex.org/I10457146"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Benjamin Torrealba Troncoso","raw_affiliation_strings":["Web Intelligence Centre Universidad de Chile, Department of Industrial Engineering, Av. Rep\u00fablica 701, Santiago, Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Web Intelligence Centre Universidad de Chile, Department of Industrial Engineering, Av. Rep\u00fablica 701, Santiago, Chile","institution_ids":["https://openalex.org/I10457146"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080154865","display_name":"Mar\u00eda Flavia Gui\u00f1az\u00fa","orcid":null},"institutions":[{"id":"https://openalex.org/I10457146","display_name":"Universidad de Santiago de Chile","ror":"https://ror.org/02ma57s91","country_code":"CL","type":"education","lineage":["https://openalex.org/I10457146"]},{"id":"https://openalex.org/I69737025","display_name":"University of Chile","ror":"https://ror.org/047gc3g35","country_code":"CL","type":"education","lineage":["https://openalex.org/I69737025"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Mar\u00eda Flavia Gui\u00f1az\u00fa","raw_affiliation_strings":["Department of Psychiatry and Mental Health, Faculty of Medicine University of Chile, Av. Independencia 1027, Santiago, Chile","Web Intelligence Centre Universidad de Chile, Department of Industrial Engineering, Av. Rep\u00fablica 701, Santiago, Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry and Mental Health, Faculty of Medicine University of Chile, Av. Independencia 1027, Santiago, Chile","institution_ids":["https://openalex.org/I69737025"]},{"raw_affiliation_string":"Web Intelligence Centre Universidad de Chile, Department of Industrial Engineering, Av. Rep\u00fablica 701, Santiago, Chile","institution_ids":["https://openalex.org/I10457146"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077610005","display_name":"Juan D. Vel\u00e1squez","orcid":"https://orcid.org/0000-0003-3043-3037"},"institutions":[{"id":"https://openalex.org/I10457146","display_name":"Universidad de Santiago de Chile","ror":"https://ror.org/02ma57s91","country_code":"CL","type":"education","lineage":["https://openalex.org/I10457146"]},{"id":"https://openalex.org/I4210148528","display_name":"Complex Engineering System Institute","ror":"https://ror.org/04wnc7270","country_code":"CL","type":"facility","lineage":["https://openalex.org/I4210148528"]},{"id":"https://openalex.org/I69737025","display_name":"University of Chile","ror":"https://ror.org/047gc3g35","country_code":"CL","type":"education","lineage":["https://openalex.org/I69737025"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Juan D. Vel\u00e1squez","raw_affiliation_strings":["Instituto Sistemas Complejos de Ingenier\u00eda, Av. Rep\u00fablica 695, Santiago, Chile. jvelasqu@dii.uchile.cl","Web Intelligence Centre Universidad de Chile, Department of Industrial Engineering, Av. Rep\u00fablica 701, Santiago, Chile. jvelasqu@dii.uchile.cl","Web Intelligence Centre Universidad de Chile, Department of Industrial Engineering, Av. Rep\u00fablica 701, Santiago, Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto Sistemas Complejos de Ingenier\u00eda, Av. Rep\u00fablica 695, Santiago, Chile. jvelasqu@dii.uchile.cl","institution_ids":["https://openalex.org/I4210148528"]},{"raw_affiliation_string":"Web Intelligence Centre Universidad de Chile, Department of Industrial Engineering, Av. Rep\u00fablica 701, Santiago, Chile. jvelasqu@dii.uchile.cl","institution_ids":["https://openalex.org/I69737025"]},{"raw_affiliation_string":"Web Intelligence Centre Universidad de Chile, Department of Industrial Engineering, Av. Rep\u00fablica 701, Santiago, Chile","institution_ids":["https://openalex.org/I10457146"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5090637560"],"corresponding_institution_ids":["https://openalex.org/I10457146"],"apc_list":{"value":790,"currency":"GBP","value_usd":969},"apc_paid":{"value":790,"currency":"GBP","value_usd":969},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.24539243,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":"1","first_page":"25","last_page":"25"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9994000196456909,"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":0.9994000196456909,"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/T10971","display_name":"Olfactory and Sensory Function Studies","score":0.9883000254631042,"subfield":{"id":"https://openalex.org/subfields/2809","display_name":"Sensory Systems"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9815000295639038,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/gaze","display_name":"Gaze","score":0.6554999947547913},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6467999815940857},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.605400025844574},{"id":"https://openalex.org/keywords/fixation","display_name":"Fixation (population genetics)","score":0.58160001039505},{"id":"https://openalex.org/keywords/visual-attention","display_name":"Visual attention","score":0.48910000920295715},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.40720000863075256},{"id":"https://openalex.org/keywords/statistical-learning","display_name":"Statistical learning","score":0.40549999475479126},{"id":"https://openalex.org/keywords/trait","display_name":"Trait","score":0.39309999346733093},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.35339999198913574}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7107999920845032},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6593999862670898},{"id":"https://openalex.org/C2779916870","wikidata":"https://www.wikidata.org/wiki/Q14467155","display_name":"Gaze","level":2,"score":0.6554999947547913},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6467999815940857},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.605400025844574},{"id":"https://openalex.org/C146249460","wikidata":"https://www.wikidata.org/wiki/Q2914991","display_name":"Fixation (population genetics)","level":3,"score":0.58160001039505},{"id":"https://openalex.org/C2986089797","wikidata":"https://www.wikidata.org/wiki/Q6501338","display_name":"Visual attention","level":3,"score":0.48910000920295715},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43230000138282776},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.40720000863075256},{"id":"https://openalex.org/C2982736386","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Statistical learning","level":2,"score":0.40549999475479126},{"id":"https://openalex.org/C106934330","wikidata":"https://www.wikidata.org/wiki/Q1971873","display_name":"Trait","level":2,"score":0.39309999346733093},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.35339999198913574},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.3483999967575073},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.34599998593330383},{"id":"https://openalex.org/C207390915","wikidata":"https://www.wikidata.org/wiki/Q1230525","display_name":"Divergence (linguistics)","level":2,"score":0.33059999346733093},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.32760000228881836},{"id":"https://openalex.org/C21959979","wikidata":"https://www.wikidata.org/wiki/Q36774","display_name":"Web page","level":2,"score":0.31279999017715454},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.30869999527931213},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.28529998660087585},{"id":"https://openalex.org/C2780092901","wikidata":"https://www.wikidata.org/wiki/Q3433612","display_name":"Correlation coefficient","level":2,"score":0.28299999237060547},{"id":"https://openalex.org/C153050134","wikidata":"https://www.wikidata.org/wiki/Q760256","display_name":"Eye movement","level":2,"score":0.2761000096797943},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.2741999924182892},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.2720000147819519},{"id":"https://openalex.org/C97385483","wikidata":"https://www.wikidata.org/wiki/Q16954980","display_name":"Deep belief network","level":3,"score":0.2662999927997589},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2621000111103058},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.25380000472068787},{"id":"https://openalex.org/C2776324614","wikidata":"https://www.wikidata.org/wiki/Q3948731","display_name":"Web content","level":3,"score":0.25209999084472656}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1186/s40708-025-00274-x","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40708-025-00274-x","pdf_url":"https://braininformatics.springeropen.com/counter/pdf/10.1186/s40708-025-00274-x","source":{"id":"https://openalex.org/S2498492389","display_name":"Brain Informatics","issn_l":"2198-4018","issn":["2198-4018","2198-4026"],"is_oa":true,"is_in_doaj":true,"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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Brain Informatics","raw_type":"journal-article"},{"id":"pmid:41037184","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41037184","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Brain informatics","raw_type":null},{"id":"pmh:oai:doaj.org/article:28c7b8e10113491ea7f8f223603f8c0e","is_oa":true,"landing_page_url":"https://doaj.org/article/28c7b8e10113491ea7f8f223603f8c0e","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Brain Informatics, Vol 12, Iss 1, Pp 1-28 (2025)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:11301640","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12491136","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:12491136","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12491136/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"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":"Brain Inform","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s40708-025-00274-x","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40708-025-00274-x","pdf_url":"https://braininformatics.springeropen.com/counter/pdf/10.1186/s40708-025-00274-x","source":{"id":"https://openalex.org/S2498492389","display_name":"Brain Informatics","issn_l":"2198-4018","issn":["2198-4018","2198-4026"],"is_oa":true,"is_in_doaj":true,"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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Brain Informatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1343616574","display_name":null,"funder_award_id":"AFB230002","funder_id":"https://openalex.org/F4320331146","funder_display_name":"Agencia Nacional de Investigaci\u00f3n y Desarrollo"},{"id":"https://openalex.org/G3884520925","display_name":null,"funder_award_id":"ANID PIA/PUENTE AFB230002","funder_id":"https://openalex.org/F4320331146","funder_display_name":"Agencia Nacional de Investigaci\u00f3n y Desarrollo"},{"id":"https://openalex.org/G4062982086","display_name":"A NOVEL APPROACH TO STUDY THE WEB USER BEHAVIOR ON A WEBSITE FROM PATTERNS EXTRACTED BY USING  MACHINE LEARNING ALGORITHMS ON DATA ORIGINATED IN THE VISITED PAGES THEIR CONTENT (WEB DATA) AND NEUROPHYSIOLOGICAL RESPONSES (NEURO-DATA)","funder_award_id":"1231122","funder_id":"https://openalex.org/F4320331146","funder_display_name":"Agencia Nacional de Investigaci\u00f3n y Desarrollo"},{"id":"https://openalex.org/G4461789371","display_name":null,"funder_award_id":"PIA/PUENTE AFB230002","funder_id":"https://openalex.org/F4320331146","funder_display_name":"Agencia Nacional de Investigaci\u00f3n y Desarrollo"},{"id":"https://openalex.org/G4812683097","display_name":"PLATAFORMA INFORMATICA BASADA EN INTELIGENCIA ARTIFICIAL PARA PREDECIR LA ADHERENCIA AL TRATAMIENTO ANTIRRETROVIRAL EN PERSONAS VIVIENDO CON VIH PARA APOYAR UNA INTERVENCION TEMPRANA Y SEGUIMIENTO CONTINUO","funder_award_id":"IT23I0027","funder_id":"https://openalex.org/F4320331146","funder_display_name":"Agencia Nacional de Investigaci\u00f3n y Desarrollo"},{"id":"https://openalex.org/G6459275922","display_name":null,"funder_award_id":"Fondecyt  1231122","funder_id":"https://openalex.org/F4320331146","funder_display_name":"Agencia Nacional de Investigaci\u00f3n y Desarrollo"},{"id":"https://openalex.org/G996980958","display_name":null,"funder_award_id":"Fondef  IT23I0027","funder_id":"https://openalex.org/F4320331146","funder_display_name":"Agencia Nacional de Investigaci\u00f3n y Desarrollo"}],"funders":[{"id":"https://openalex.org/F4320331146","display_name":"Agencia Nacional de Investigaci\u00f3n y Desarrollo","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4414766193.pdf"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W872568655","https://openalex.org/W1473786217","https://openalex.org/W1510835000","https://openalex.org/W1772076007","https://openalex.org/W1895838842","https://openalex.org/W1939139603","https://openalex.org/W1981061800","https://openalex.org/W2005789111","https://openalex.org/W2019658628","https://openalex.org/W2054802006","https://openalex.org/W2128272608","https://openalex.org/W2134774992","https://openalex.org/W2509231440","https://openalex.org/W2519473699","https://openalex.org/W2547191090","https://openalex.org/W2604124451","https://openalex.org/W2896172606","https://openalex.org/W2948937066","https://openalex.org/W2955719408","https://openalex.org/W3005401190","https://openalex.org/W3006271881","https://openalex.org/W3010300896","https://openalex.org/W3087438817","https://openalex.org/W3138774926","https://openalex.org/W3157638739","https://openalex.org/W3158175401","https://openalex.org/W3196272783","https://openalex.org/W3217648845","https://openalex.org/W4224105893","https://openalex.org/W4224281996","https://openalex.org/W4226421922","https://openalex.org/W4234617775","https://openalex.org/W4238748541","https://openalex.org/W4285254309","https://openalex.org/W4323035982","https://openalex.org/W4323313369","https://openalex.org/W4385255184","https://openalex.org/W4386076157","https://openalex.org/W4391986354","https://openalex.org/W4394861155","https://openalex.org/W4411041682","https://openalex.org/W4411516059"],"related_works":[],"abstract_inverted_index":{"Understanding":[0],"how":[1],"demographic":[2,206],"factors":[3],"influence":[4],"visual":[5,74,226],"attention":[6,227],"is":[7,211],"crucial":[8],"for":[9,196,219],"the":[10,38,85,122,139,144,152,191],"development":[11],"of":[12,53,108,114,120,154,167,174],"adaptive":[13,223],"and":[14,32,51,66,97,116,171,214,229],"user-centered":[15],"web":[16,44],"interfaces.":[17],"This":[18],"paper":[19],"presents":[20],"a":[21,79,104,172,216],"gender-aware":[22],"saliency":[23,81,112,169],"prediction":[24,82],"system":[25],"based":[26,204],"on":[27,84,143,205,222],"fine-tuned":[28,77],"deep":[29],"learning":[30],"models":[31],"demographic-specific":[33],"gaze":[34,92,189],"behavior.":[35],"We":[36],"introduce":[37],"WIC640":[39,86,209],"dataset,":[40],"which":[41],"includes":[42],"640":[43],"page":[45],"screenshots":[46],"categorized":[47],"by":[48],"content":[49],"type":[50],"country":[52],"origin,":[54],"along":[55],"with":[56,178],"eye-tracking":[57],"data":[58],"from":[59],"85":[60],"participants":[61],"across":[62],"four":[63],"age":[64],"groups":[65],"both":[67,148],"genders.":[68],"To":[69],"investigate":[70],"gender-related":[71,162],"differences":[72,163],"in":[73,164],"saliency,":[75],"we":[76],"TranSalNet,":[78],"Transformer-based":[80],"model,":[83],"dataset.":[87],"Our":[88],"experiments":[89],"reveal":[90],"distinct":[91],"behavior":[93],"patterns":[94],"between":[95],"male":[96],"female":[98],"users.":[99],"The":[100,208],"female-trained":[101],"model":[102,124,141],"achieved":[103],"correlation":[105],"coefficient":[106],"(CC)":[107],"0.7786,":[109],"normalized":[110],"scanpath":[111],"(NSS)":[113],"2.4224,":[115],"Kullback-Leibler":[117],"divergence":[118],"(KLD)":[119],"0.5447;":[121],"male-trained":[123],"showed":[125],"slightly":[126],"lower":[127],"performance":[128],"(CC":[129],"=":[130,133,136],"0.7582,":[131],"NSS":[132],"2.3508,":[134],"KLD":[135],"0.5986).":[137],"Interestingly,":[138],"general":[140],"trained":[142],"complete":[145],"dataset":[146,210],"outperformed":[147],"gender-specific":[149],"models,":[150],"highlighting":[151],"importance":[153],"inclusive":[155],"training":[156],"data.":[157],"Statistical":[158],"analysis":[159],"revealed":[160],"significant":[161],"9":[165],"out":[166],"12":[168],"features":[170],"trend":[173],"reduced":[175],"fixation":[176],"dispersion":[177],"increasing":[179],"age.":[180],"While":[181],"this":[182],"study":[183],"does":[184],"not":[185],"yet":[186],"incorporate":[187],"temporal":[188],"modeling,":[190,228],"results":[192],"suggest":[193],"practical":[194],"benefits":[195],"intelligent":[197],"systems":[198],"aiming":[199],"to":[200],"personalize":[201],"user":[202],"experiences":[203],"features.":[207],"publicly":[212],"available":[213],"offers":[215],"valuable":[217],"resource":[218],"future":[220],"research":[221],"AI":[224],"systems,":[225],"demographic-aware":[230],"interface":[231],"design.":[232]},"counts_by_year":[],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
