{"id":"https://openalex.org/W4381095032","doi":"https://doi.org/10.1007/s11257-023-09371-0","title":"One size does not fit all: detecting attention in children with autism using machine learning","display_name":"One size does not fit all: detecting attention in children with autism using machine learning","publication_year":2023,"publication_date":"2023-06-16","ids":{"openalex":"https://openalex.org/W4381095032","doi":"https://doi.org/10.1007/s11257-023-09371-0"},"language":"en","primary_location":{"id":"doi:10.1007/s11257-023-09371-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11257-023-09371-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11257-023-09371-0.pdf","source":{"id":"https://openalex.org/S160628929","display_name":"User Modeling and User-Adapted Interaction","issn_l":"0924-1868","issn":["0924-1868","1573-1391"],"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":"User Modeling and User-Adapted Interaction","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/s11257-023-09371-0.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059719361","display_name":"Bilikis Banire","orcid":"https://orcid.org/0000-0002-0584-6721"},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]}],"countries":["QA"],"is_corresponding":true,"raw_author_name":"Bilikis Banire","raw_affiliation_strings":["Information and Computing Technology Division, College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information and Computing Technology Division, College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar","institution_ids":["https://openalex.org/I4210144839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002847514","display_name":"Dena Al\u2010Thani","orcid":"https://orcid.org/0000-0002-1474-2692"},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Dena Al Thani","raw_affiliation_strings":["Information and Computing Technology Division, College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information and Computing Technology Division, College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar","institution_ids":["https://openalex.org/I4210144839"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010196813","display_name":"Marwa Qaraqe","orcid":"https://orcid.org/0000-0003-0767-2478"},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Marwa Qaraqe","raw_affiliation_strings":["Information and Computing Technology Division, College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information and Computing Technology Division, College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar","institution_ids":["https://openalex.org/I4210144839"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5059719361"],"corresponding_institution_ids":["https://openalex.org/I4210144839"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":1.8261,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.84790449,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"34","issue":"2","first_page":"259","last_page":"291"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10106","display_name":"Autism Spectrum Disorder Research","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10106","display_name":"Autism Spectrum Disorder Research","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9983999729156494,"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/T12207","display_name":"Assistive Technology in Communication and Mobility","score":0.9896000027656555,"subfield":{"id":"https://openalex.org/subfields/3609","display_name":"Occupational Therapy"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/gaze","display_name":"Gaze","score":0.7713621854782104},{"id":"https://openalex.org/keywords/autism-spectrum-disorder","display_name":"Autism spectrum disorder","score":0.7614846229553223},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.6599271297454834},{"id":"https://openalex.org/keywords/autism","display_name":"Autism","score":0.6448047757148743},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5061370730400085},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.5016434192657471},{"id":"https://openalex.org/keywords/typically-developing","display_name":"Typically developing","score":0.49543988704681396},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48606064915657043},{"id":"https://openalex.org/keywords/predictive-power","display_name":"Predictive power","score":0.4751993417739868},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.46640199422836304},{"id":"https://openalex.org/keywords/visual-attention","display_name":"Visual attention","score":0.4656921625137329},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45102494955062866},{"id":"https://openalex.org/keywords/attentional-control","display_name":"Attentional control","score":0.41474398970603943},{"id":"https://openalex.org/keywords/outcome","display_name":"Outcome (game theory)","score":0.4133804738521576},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.4129219651222229},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.2563217878341675},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.1273842453956604}],"concepts":[{"id":"https://openalex.org/C2779916870","wikidata":"https://www.wikidata.org/wiki/Q14467155","display_name":"Gaze","level":2,"score":0.7713621854782104},{"id":"https://openalex.org/C2778538070","wikidata":"https://www.wikidata.org/wiki/Q1436063","display_name":"Autism spectrum disorder","level":3,"score":0.7614846229553223},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.6599271297454834},{"id":"https://openalex.org/C205778803","wikidata":"https://www.wikidata.org/wiki/Q38404","display_name":"Autism","level":2,"score":0.6448047757148743},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5061370730400085},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5016434192657471},{"id":"https://openalex.org/C3020552372","wikidata":"https://www.wikidata.org/wiki/Q1079090","display_name":"Typically developing","level":3,"score":0.49543988704681396},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48606064915657043},{"id":"https://openalex.org/C2778136018","wikidata":"https://www.wikidata.org/wiki/Q10350689","display_name":"Predictive power","level":2,"score":0.4751993417739868},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.46640199422836304},{"id":"https://openalex.org/C2986089797","wikidata":"https://www.wikidata.org/wiki/Q6501338","display_name":"Visual attention","level":3,"score":0.4656921625137329},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45102494955062866},{"id":"https://openalex.org/C126139899","wikidata":"https://www.wikidata.org/wiki/Q4818236","display_name":"Attentional control","level":3,"score":0.41474398970603943},{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.4133804738521576},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.4129219651222229},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.2563217878341675},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.1273842453956604},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s11257-023-09371-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11257-023-09371-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11257-023-09371-0.pdf","source":{"id":"https://openalex.org/S160628929","display_name":"User Modeling and User-Adapted Interaction","issn_l":"0924-1868","issn":["0924-1868","1573-1391"],"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":"User Modeling and User-Adapted Interaction","raw_type":"journal-article"},{"id":"pmh:oai:figshare.com:article/24934980","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/One_size_does_not_fit_all_detecting_attention_in_children_with_autism_using_machine_learning/24934980","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":"Text"}],"best_oa_location":{"id":"doi:10.1007/s11257-023-09371-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11257-023-09371-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11257-023-09371-0.pdf","source":{"id":"https://openalex.org/S160628929","display_name":"User Modeling and User-Adapted Interaction","issn_l":"0924-1868","issn":["0924-1868","1573-1391"],"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":"User Modeling and User-Adapted Interaction","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.6700000166893005,"display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320319188","display_name":"Hamad Bin Khalifa University","ror":"https://ror.org/03eyq4y97"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4381095032.pdf"},"referenced_works_count":65,"referenced_works":["https://openalex.org/W345134632","https://openalex.org/W658612580","https://openalex.org/W1595126664","https://openalex.org/W1965947362","https://openalex.org/W1983886763","https://openalex.org/W1984740351","https://openalex.org/W1993358542","https://openalex.org/W1995641269","https://openalex.org/W1996958556","https://openalex.org/W2011974988","https://openalex.org/W2014885375","https://openalex.org/W2014947670","https://openalex.org/W2032782479","https://openalex.org/W2045976790","https://openalex.org/W2081112272","https://openalex.org/W2092285654","https://openalex.org/W2111001556","https://openalex.org/W2132989691","https://openalex.org/W2133103244","https://openalex.org/W2137972009","https://openalex.org/W2141781925","https://openalex.org/W2154179096","https://openalex.org/W2157180310","https://openalex.org/W2164852157","https://openalex.org/W2218468940","https://openalex.org/W2221374078","https://openalex.org/W2276050732","https://openalex.org/W2317672495","https://openalex.org/W2345031027","https://openalex.org/W2485075409","https://openalex.org/W2539402368","https://openalex.org/W2604419913","https://openalex.org/W2763032848","https://openalex.org/W2785722081","https://openalex.org/W2790404878","https://openalex.org/W2790503525","https://openalex.org/W2792416677","https://openalex.org/W2806614401","https://openalex.org/W2806811344","https://openalex.org/W2892178701","https://openalex.org/W2899213186","https://openalex.org/W2899592613","https://openalex.org/W2911941403","https://openalex.org/W2912159753","https://openalex.org/W2914108393","https://openalex.org/W2919890647","https://openalex.org/W2922040751","https://openalex.org/W2928048063","https://openalex.org/W2936081717","https://openalex.org/W2944029723","https://openalex.org/W2944390169","https://openalex.org/W2951280825","https://openalex.org/W2954546662","https://openalex.org/W2963513865","https://openalex.org/W2971782054","https://openalex.org/W3003170058","https://openalex.org/W3020824831","https://openalex.org/W3038079827","https://openalex.org/W3046279528","https://openalex.org/W3085068705","https://openalex.org/W3100470991","https://openalex.org/W3161128708","https://openalex.org/W3171225007","https://openalex.org/W3182915029","https://openalex.org/W3215560580"],"related_works":["https://openalex.org/W2753186118","https://openalex.org/W2127931571","https://openalex.org/W3089421211","https://openalex.org/W4322630379","https://openalex.org/W2056921885","https://openalex.org/W2589004002","https://openalex.org/W2944285124","https://openalex.org/W3006946934","https://openalex.org/W2954214718","https://openalex.org/W4399199609"],"abstract_inverted_index":{"Abstract":[0],"Detecting":[1],"the":[2,26,49,57,108,112,115,123,127,133],"attention":[3,27,79],"of":[4,12,28,52,101,135],"children":[5,29,53],"with":[6,30,54],"autism":[7],"spectrum":[8],"disorder":[9],"(ASD)":[10],"is":[11,35],"paramount":[13],"importance":[14],"for":[15,86,126],"desired":[16],"learning":[17,67],"outcome.":[18],"Teachers":[19],"often":[20],"use":[21],"subjective":[22],"methods":[23],"to":[24,40,77,142],"assess":[25],"ASD,":[31],"and":[32,37,56,68,74,82,89,92,107],"this":[33,97],"approach":[34],"tedious":[36],"inefficient":[38],"due":[39],"disparate":[41],"attentional":[42,50],"behavior":[43,51],"in":[44,96],"ASD.":[45],"This":[46],"study":[47],"explores":[48],"ASD":[55,128],"control":[58],"group:":[59],"typically":[60],"developing":[61],"(TD)":[62],"children,":[63],"by":[64],"leveraging":[65],"machine":[66,84],"unobtrusive":[69],"technologies":[70],"such":[71],"as":[72],"webcams":[73],"eye-tracking":[75],"devices":[76],"detect":[78],"objectively.":[80],"Person-specific":[81],"generalized":[83,124],"models":[85,104,141],"face-based,":[87],"gaze-based,":[88],"hybrid-based":[90],"(face":[91],"gaze)":[93],"are":[94],"proposed":[95],"paper.":[98],"The":[99],"performances":[100],"these":[102],"three":[103],"were":[105],"compared,":[106],"gaze-based":[109],"model":[110,117,125,136],"outperformed":[111],"others.":[113],"Also,":[114],"person-specific":[116],"achieves":[118],"higher":[119],"predictive":[120],"power":[121],"than":[122],"group.":[129],"These":[130],"findings":[131],"stress":[132],"direction":[134],"design":[137],"from":[138],"traditional":[139],"one-size-fits-all":[140],"personalized":[143],"models.":[144]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
