{"id":"https://openalex.org/W7154482613","doi":"https://doi.org/10.1007/s10209-026-01332-9","title":"Application of artificial intelligence techniques for supporting people with ASD: a systematic literature review","display_name":"Application of artificial intelligence techniques for supporting people with ASD: a systematic literature review","publication_year":2026,"publication_date":"2026-04-15","ids":{"openalex":"https://openalex.org/W7154482613","doi":"https://doi.org/10.1007/s10209-026-01332-9"},"language":"en","primary_location":{"id":"doi:10.1007/s10209-026-01332-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10209-026-01332-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10209-026-01332-9.pdf","source":{"id":"https://openalex.org/S30338973","display_name":"Universal Access in the Information Society","issn_l":"1615-5289","issn":["1615-5289","1615-5297"],"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":"Universal Access in the Information Society","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/s10209-026-01332-9.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5133689926","display_name":"Julio S\u00e1nchez de las Heras","orcid":null},"institutions":[{"id":"https://openalex.org/I79189158","display_name":"University of Castilla-La Mancha","ror":"https://ror.org/05r78ng12","country_code":"ES","type":"education","lineage":["https://openalex.org/I79189158"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Julio S\u00e1nchez de las Heras","raw_affiliation_strings":["Department of Information Technologies and Systems, University of Castilla-La Mancha, 13071, Ciudad Real, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technologies and Systems, University of Castilla-La Mancha, 13071, Ciudad Real, Spain","institution_ids":["https://openalex.org/I79189158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040207523","display_name":"Ana I. Molina","orcid":"https://orcid.org/0000-0002-3449-2539"},"institutions":[{"id":"https://openalex.org/I79189158","display_name":"University of Castilla-La Mancha","ror":"https://ror.org/05r78ng12","country_code":"ES","type":"education","lineage":["https://openalex.org/I79189158"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Ana I. Molina","raw_affiliation_strings":["Department of Information Technologies and Systems, University of Castilla-La Mancha, 13071, Ciudad Real, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technologies and Systems, University of Castilla-La Mancha, 13071, Ciudad Real, Spain","institution_ids":["https://openalex.org/I79189158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030988901","display_name":"Carmen Lacave","orcid":"https://orcid.org/0000-0003-2770-8482"},"institutions":[{"id":"https://openalex.org/I79189158","display_name":"University of Castilla-La Mancha","ror":"https://ror.org/05r78ng12","country_code":"ES","type":"education","lineage":["https://openalex.org/I79189158"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Carmen Lacave","raw_affiliation_strings":["Department of Information Technologies and Systems, University of Castilla-La Mancha, 13071, Ciudad Real, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technologies and Systems, University of Castilla-La Mancha, 13071, Ciudad Real, Spain","institution_ids":["https://openalex.org/I79189158"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5040207523"],"corresponding_institution_ids":["https://openalex.org/I79189158"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.56928138,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"25","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10106","display_name":"Autism Spectrum Disorder Research","score":0.7677000164985657,"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":0.7677000164985657,"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/T11519","display_name":"Digital Mental Health Interventions","score":0.03449999913573265,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11632","display_name":"Family and Disability Support Research","score":0.017799999564886093,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/systematic-review","display_name":"Systematic review","score":0.8371000289916992},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.5996000170707703},{"id":"https://openalex.org/keywords/autism-spectrum-disorder","display_name":"Autism spectrum disorder","score":0.5444999933242798},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.45879998803138733},{"id":"https://openalex.org/keywords/applications-of-artificial-intelligence","display_name":"Applications of artificial intelligence","score":0.41449999809265137},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.34929999709129333},{"id":"https://openalex.org/keywords/augmentative-and-alternative-communication","display_name":"Augmentative and alternative communication","score":0.33009999990463257}],"concepts":[{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.8371000289916992},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.5996000170707703},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.597100019454956},{"id":"https://openalex.org/C2778538070","wikidata":"https://www.wikidata.org/wiki/Q1436063","display_name":"Autism spectrum disorder","level":3,"score":0.5444999933242798},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.45879998803138733},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.41449999809265137},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35199999809265137},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.34929999709129333},{"id":"https://openalex.org/C2778121785","wikidata":"https://www.wikidata.org/wiki/Q781083","display_name":"Augmentative and alternative communication","level":2,"score":0.33009999990463257},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.32330000400543213},{"id":"https://openalex.org/C61904560","wikidata":"https://www.wikidata.org/wiki/Q1148359","display_name":"Grey literature","level":3,"score":0.3206999897956848},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.30660000443458557},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.302700012922287},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3018999993801117},{"id":"https://openalex.org/C109359841","wikidata":"https://www.wikidata.org/wiki/Q728944","display_name":"Inclusion (mineral)","level":2,"score":0.30079999566078186},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.29679998755455017},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.29339998960494995},{"id":"https://openalex.org/C205778803","wikidata":"https://www.wikidata.org/wiki/Q38404","display_name":"Autism","level":2,"score":0.2750000059604645},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.2662999927997589},{"id":"https://openalex.org/C3017715821","wikidata":"https://www.wikidata.org/wiki/Q688498","display_name":"Assistive technology","level":2,"score":0.2648000121116638},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.2615000009536743},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.2556000053882599}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10209-026-01332-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10209-026-01332-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10209-026-01332-9.pdf","source":{"id":"https://openalex.org/S30338973","display_name":"Universal Access in the Information Society","issn_l":"1615-5289","issn":["1615-5289","1615-5297"],"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":"Universal Access in the Information Society","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s10209-026-01332-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10209-026-01332-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10209-026-01332-9.pdf","source":{"id":"https://openalex.org/S30338973","display_name":"Universal Access in the Information Society","issn_l":"1615-5289","issn":["1615-5289","1615-5297"],"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":"Universal Access in the Information Society","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.8043881058692932}],"awards":[],"funders":[{"id":"https://openalex.org/F4320324466","display_name":"Universidad de Castilla-La Mancha","ror":"https://ror.org/05r78ng12"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7154482613.pdf","grobid_xml":"https://content.openalex.org/works/W7154482613.grobid-xml"},"referenced_works_count":68,"referenced_works":["https://openalex.org/W434572508","https://openalex.org/W957683743","https://openalex.org/W1911705068","https://openalex.org/W2017142219","https://openalex.org/W2051661247","https://openalex.org/W2117617755","https://openalex.org/W2163455560","https://openalex.org/W2532431875","https://openalex.org/W2572837832","https://openalex.org/W2579147877","https://openalex.org/W2611111199","https://openalex.org/W2765349916","https://openalex.org/W2767709270","https://openalex.org/W2792822402","https://openalex.org/W2805389198","https://openalex.org/W2810228807","https://openalex.org/W2811158121","https://openalex.org/W2886989735","https://openalex.org/W2895597574","https://openalex.org/W2905516667","https://openalex.org/W2908350269","https://openalex.org/W2946677101","https://openalex.org/W2977128309","https://openalex.org/W2980537173","https://openalex.org/W2990817379","https://openalex.org/W3007213699","https://openalex.org/W3022866684","https://openalex.org/W3037534632","https://openalex.org/W3093579293","https://openalex.org/W3103891289","https://openalex.org/W3105314497","https://openalex.org/W3118615836","https://openalex.org/W3127945335","https://openalex.org/W3134698961","https://openalex.org/W3155367870","https://openalex.org/W3207149404","https://openalex.org/W3211333288","https://openalex.org/W4205370021","https://openalex.org/W4224310478","https://openalex.org/W4247665917","https://openalex.org/W4281386313","https://openalex.org/W4281979202","https://openalex.org/W4285301343","https://openalex.org/W4312181918","https://openalex.org/W4313472957","https://openalex.org/W4313891295","https://openalex.org/W4317906764","https://openalex.org/W4366347127","https://openalex.org/W4385546464","https://openalex.org/W4387372812","https://openalex.org/W4387425757","https://openalex.org/W4387570685","https://openalex.org/W4388142922","https://openalex.org/W4390339324","https://openalex.org/W4390588074","https://openalex.org/W4391847735","https://openalex.org/W4392575311","https://openalex.org/W4395052272","https://openalex.org/W4396742745","https://openalex.org/W4396745510","https://openalex.org/W4396827139","https://openalex.org/W4397006714","https://openalex.org/W4401707484","https://openalex.org/W4405439405","https://openalex.org/W4405744844","https://openalex.org/W4406463954","https://openalex.org/W4412036197","https://openalex.org/W4412554393"],"related_works":[],"abstract_inverted_index":{"Abstract":[0],"The":[1,70,87],"application":[2],"of":[3,46,67,78,99,106,129,140,219],"Artificial":[4],"Intelligence":[5],"(AI)":[6],"in":[7,19,28,63,123,134,165,181,222],"assisting":[8,173],"individuals":[9,84],"with":[10,85,174],"autism":[11],"spectrum":[12],"disorder":[13],"(ASD)":[14],"has":[15],"gained":[16],"significant":[17],"attention":[18],"recent":[20],"years.":[21],"However,":[22],"existing":[23,130],"studies":[24],"exhibit":[25],"notable":[26],"differences":[27],"their":[29,117,124],"objectives,":[30],"targeted":[31],"populations,":[32],"and":[33,48,50,59,96,119,144,161,193,205,238],"methodological":[34],"approaches.":[35],"This":[36,213],"systematic":[37],"literature":[38],"review":[39,71,88,214],"(SLR)":[40],"followed":[41],"the":[42,51,94,100,103,109,112,120,138,145,220],"widely":[43],"recognized":[44],"guidelines":[45],"Kitchenham":[47],"Charters":[49],"PRISMA":[52],"(Preferred":[53],"Reporting":[54],"Items":[55],"for":[56,199,225],"Systematic":[57],"Reviews":[58],"Meta-Analyses)":[60],"statement,":[61],"resulting":[62],"a":[64,75,216],"final":[65],"selection":[66],"21":[68],"studies.":[69],"aims":[72],"to":[73,82,115,177,207],"provide":[74],"comprehensive":[76],"analysis":[77,128],"AI-driven":[79],"solutions":[80,170],"designed":[81],"support":[83,240],"ASD.":[86],"examines":[89],"key":[90],"aspects":[91],"such":[92,186],"as":[93,187],"age":[95],"severity":[97],"level":[98],"target":[101],"population,":[102],"specific":[104],"objectives":[105],"AI-based":[107,156],"solutions,":[108],"employed":[110],"technologies,":[111],"methods":[113],"used":[114],"assess":[116],"effectiveness,":[118],"challenges":[121],"faced":[122],"implementation.":[125],"A":[126],"comparative":[127],"SLRs":[131],"highlights":[132],"gaps":[133],"current":[135],"research,":[136],"including":[137],"lack":[139],"standardized":[141],"evaluation":[142],"metrics":[143],"limited":[146],"focus":[147,171],"on":[148,172],"personalized,":[149],"real-world":[150],"applications.":[151],"Findings":[152],"indicate":[153],"that":[154],"most":[155],"interventions":[157,224],"prioritize":[158],"improving":[159],"social":[160],"communication":[162],"skills,":[163],"especially":[164],"children,":[166],"whereas":[167],"significantly":[168],"fewer":[169],"daily":[175],"tasks":[176],"enhance":[178],"independence,":[179],"particularly":[180],"adults.":[182],"While":[183],"AI":[184],"technologies":[185],"machine":[188],"learning,":[189],"natural":[190],"language":[191],"processing,":[192],"virtual":[194],"agents":[195],"offer":[196],"promising":[197],"avenues":[198],"assistance,":[200],"ethical":[201],"considerations,":[202],"accessibility":[203],"constraints,":[204],"adaptation":[206],"individual":[208],"needs":[209],"remain":[210],"critical":[211],"challenges.":[212],"provides":[215],"structured":[217],"synthesis":[218],"state-of-the-art":[221],"AI-assisted":[223],"ASD,":[226],"offering":[227],"insights":[228],"into":[229],"future":[230],"research":[231],"directions":[232],"aimed":[233],"at":[234],"developing":[235],"more":[236],"inclusive":[237],"effective":[239],"systems.":[241]},"counts_by_year":[],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2026-04-16T00:00:00"}
