{"id":"https://openalex.org/W7125588828","doi":"https://doi.org/10.1109/metroxraine66377.2025.11340335","title":"A Glimpse on HCAI Frameworks: A Scoping Review to Adapt them to Mixed Reality","display_name":"A Glimpse on HCAI Frameworks: A Scoping Review to Adapt them to Mixed Reality","publication_year":2025,"publication_date":"2025-10-22","ids":{"openalex":"https://openalex.org/W7125588828","doi":"https://doi.org/10.1109/metroxraine66377.2025.11340335"},"language":null,"primary_location":{"id":"doi:10.1109/metroxraine66377.2025.11340335","is_oa":false,"landing_page_url":"https://doi.org/10.1109/metroxraine66377.2025.11340335","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5088894342","display_name":"Andrea Antonio Cantone","orcid":"https://orcid.org/0009-0001-0270-5106"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Antonio Cantone","raw_affiliation_strings":["University of Salerno,Department of Computer Science,Fisciano,SA,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Salerno,Department of Computer Science,Fisciano,SA,Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006791410","display_name":"Alireza Mortezapour","orcid":"https://orcid.org/0000-0001-6356-2244"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alireza Mortezapour","raw_affiliation_strings":["University of Salerno,Department of Computer Science,Fisciano,SA,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Salerno,Department of Computer Science,Fisciano,SA,Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092697876","display_name":"Otino Pio Santosuosso","orcid":"https://orcid.org/0009-0004-9283-8560"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Otino Pio Santosuosso","raw_affiliation_strings":["University of Salerno,Department of Computer Science,Fisciano,SA,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Salerno,Department of Computer Science,Fisciano,SA,Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092697877","display_name":"Aurelio Sepe","orcid":"https://orcid.org/0009-0001-9966-3159"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Aurelio Sepe","raw_affiliation_strings":["University of Salerno,Department of Computer Science,Fisciano,SA,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Salerno,Department of Computer Science,Fisciano,SA,Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092697878","display_name":"Simone Spera","orcid":"https://orcid.org/0009-0006-3255-7550"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Simone Spera","raw_affiliation_strings":["University of Salerno,Department of Computer Science,Fisciano,SA,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Salerno,Department of Computer Science,Fisciano,SA,Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062389131","display_name":"Giuliana Vitiello","orcid":"https://orcid.org/0000-0001-7130-996X"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuliana Vitiello","raw_affiliation_strings":["University of Salerno,Department of Computer Science,Fisciano,SA,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Salerno,Department of Computer Science,Fisciano,SA,Italy","institution_ids":["https://openalex.org/I131729948"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I131729948"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.59404192,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"178","last_page":"183"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10888","display_name":"Augmented Reality Applications","score":0.35499998927116394,"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/T10888","display_name":"Augmented Reality Applications","score":0.35499998927116394,"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/T10648","display_name":"Virtual Reality Applications and Impacts","score":0.2847000062465668,"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/T10803","display_name":"Innovative Human-Technology Interaction","score":0.05689999833703041,"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/mixed-reality","display_name":"Mixed reality","score":0.6833000183105469},{"id":"https://openalex.org/keywords/augmented-reality","display_name":"Augmented reality","score":0.3424000144004822},{"id":"https://openalex.org/keywords/applications-of-artificial-intelligence","display_name":"Applications of artificial intelligence","score":0.32429999113082886},{"id":"https://openalex.org/keywords/user-centred-design","display_name":"User centred design","score":0.2994000017642975},{"id":"https://openalex.org/keywords/user-experience-design","display_name":"User experience design","score":0.29190000891685486},{"id":"https://openalex.org/keywords/virtual-reality","display_name":"Virtual reality","score":0.27570000290870667}],"concepts":[{"id":"https://openalex.org/C206776904","wikidata":"https://www.wikidata.org/wiki/Q1758389","display_name":"Mixed reality","level":3,"score":0.6833000183105469},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.446399986743927},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.41940000653266907},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.41830000281333923},{"id":"https://openalex.org/C153715457","wikidata":"https://www.wikidata.org/wiki/Q254183","display_name":"Augmented reality","level":2,"score":0.3424000144004822},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.32429999113082886},{"id":"https://openalex.org/C2986124960","wikidata":"https://www.wikidata.org/wiki/Q1136996","display_name":"User centred design","level":3,"score":0.2994000017642975},{"id":"https://openalex.org/C201025465","wikidata":"https://www.wikidata.org/wiki/Q11248500","display_name":"User experience design","level":2,"score":0.29190000891685486},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.2888999879360199},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.2831000089645386},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.28299999237060547},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.27570000290870667},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.27059999108314514},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.26159998774528503},{"id":"https://openalex.org/C2777007513","wikidata":"https://www.wikidata.org/wiki/Q5186708","display_name":"Critical design","level":2,"score":0.25699999928474426},{"id":"https://openalex.org/C161772715","wikidata":"https://www.wikidata.org/wiki/Q1136996","display_name":"User-centered design","level":2,"score":0.2526000142097473},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.2508000135421753},{"id":"https://openalex.org/C56397880","wikidata":"https://www.wikidata.org/wiki/Q6044094","display_name":"Intelligent decision support system","level":2,"score":0.25}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/metroxraine66377.2025.11340335","is_oa":false,"landing_page_url":"https://doi.org/10.1109/metroxraine66377.2025.11340335","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2575904983","https://openalex.org/W2891378911","https://openalex.org/W2902634493","https://openalex.org/W2916904544","https://openalex.org/W2955877667","https://openalex.org/W2963781752","https://openalex.org/W2968843171","https://openalex.org/W3013160799","https://openalex.org/W3198062902","https://openalex.org/W3210052689","https://openalex.org/W4224024047","https://openalex.org/W4378071405","https://openalex.org/W4382701145","https://openalex.org/W4383681677","https://openalex.org/W4389670330","https://openalex.org/W4390871745","https://openalex.org/W4396832304","https://openalex.org/W4408655023","https://openalex.org/W4409720072"],"related_works":[],"abstract_inverted_index":{"The":[0,104],"convergence":[1],"of":[2,14,54,59,124,164],"Artificial":[3,61],"Intelligence":[4,62],"(AI)":[5],"and":[6,21,41,64,120,133,141,147,176],"Mixed":[7],"Reality":[8],"(MR)":[9],"is":[10],"redefining":[11],"the":[12,51,57,152,162],"landscape":[13],"immersive":[15,165],"technologies,":[16],"enabling":[17],"more":[18],"adaptive,":[19],"interactive,":[20],"intelligent":[22],"user":[23,39],"experiences.":[24],"However,":[25],"while":[26],"AI":[27],"continues":[28],"to":[29],"shape":[30],"MR":[31,80,117],"systems,":[32],"critical":[33],"human-centered":[34,75],"dimensions":[35],"such":[36,129],"as":[37,130],"transparency,":[38],"control,":[40],"ethical":[42,142],"design":[43,94,139],"are":[44,168],"often":[45],"overlooked.":[46],"This":[47],"scoping":[48],"review":[49,150],"investigates":[50],"current":[52],"state":[53],"research":[55,146],"at":[56],"inter-section":[58],"Human-Centered":[60],"(HCAI)":[63],"MR.":[65],"Through":[66],"a":[67,86,107,155],"structured":[68],"PRISMA-ScR":[69],"methodology,":[70],"several":[71],"academic":[72],"studies":[73],"incorporating":[74],"principles":[76,143],"into":[77],"artificial":[78],"intelligence-driven":[79],"systems":[81,166],"have":[82],"been":[83],"identified,":[84],"revealing":[85],"fragmented":[87],"but":[88,172],"promising":[89],"landscape.":[90],"In":[91],"addition,":[92],"non-academic":[93],"guidelines":[95],"developed":[96],"by":[97],"major":[98],"technology":[99],"companies":[100],"were":[101,113],"also":[102,173],"analyzed.":[103],"findings":[105],"highlight":[106],"significant":[108],"gap:":[109],"existing":[110],"HCAI":[111],"frameworks":[112],"not":[114,169],"conceived":[115],"with":[116],"in":[118],"mind":[119],"thus":[121],"fall":[122],"short":[123],"addressing":[125],"its":[126],"unique":[127],"demands,":[128],"immersion,":[131],"embodiment,":[132],"multimodal":[134],"interaction.":[135],"Drawing":[136],"on":[137],"reusable":[138],"patterns":[140],"from":[144],"both":[145],"industry,":[148],"this":[149],"lays":[151],"groundwork":[153],"for":[154],"dedicated":[156],"framework,":[157],"HCAIMR,":[158],"that":[159,167],"can":[160],"guide":[161],"development":[163],"only":[170],"intelligent,":[171],"transparent,":[174],"inclusive,":[175],"truly":[177],"human-centered.":[178]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2026-01-25T00:00:00"}