{"id":"https://openalex.org/W4408859996","doi":"https://doi.org/10.1109/thms.2025.3545246","title":"A Survey on Hybrid HumanArtificial Intelligence in the Metaverse","display_name":"A Survey on Hybrid HumanArtificial Intelligence in the Metaverse","publication_year":2025,"publication_date":"2025-03-26","ids":{"openalex":"https://openalex.org/W4408859996","doi":"https://doi.org/10.1109/thms.2025.3545246"},"language":"en","primary_location":{"id":"doi:10.1109/thms.2025.3545246","is_oa":false,"landing_page_url":"https://doi.org/10.1109/thms.2025.3545246","pdf_url":null,"source":{"id":"https://openalex.org/S2476799526","display_name":"IEEE Transactions on Human-Machine Systems","issn_l":"2168-2291","issn":["2168-2291","2168-2305"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Human-Machine Systems","raw_type":"journal-article"},"type":"article","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":null,"display_name":"Jing Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Zhang","raw_affiliation_strings":["School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103798050","display_name":"Sha Li","orcid":null},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sha Li","raw_affiliation_strings":["School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0009-5586-7916","affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050589761","display_name":"Hongmei Wang","orcid":"https://orcid.org/0000-0003-3617-2755"},"institutions":[{"id":"https://openalex.org/I4210111575","display_name":"Xinjiang Institute of Engineering","ror":"https://ror.org/01s5hh873","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210111575","https://openalex.org/I4210157944"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongmei Wang","raw_affiliation_strings":["School of Xinjiang Institute of Engineering, Information Engineering College, Xinjiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Xinjiang Institute of Engineering, Information Engineering College, Xinjiang, China","institution_ids":["https://openalex.org/I4210111575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100739654","display_name":"Wenxi Wang","orcid":"https://orcid.org/0000-0001-8943-2296"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenxi Wang","raw_affiliation_strings":["School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-8943-2296","affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100443536","display_name":"Liming Chen","orcid":"https://orcid.org/0000-0003-0200-7989"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Liming Chen","raw_affiliation_strings":["School of Computing, Ulster University, Coleraine, U.K"],"raw_orcid":"https://orcid.org/0000-0003-0200-7989","affiliations":[{"raw_affiliation_string":"School of Computing, Ulster University, Coleraine, U.K","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100860396","display_name":"Yueliang Wan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yueliang Wan","raw_affiliation_strings":["Beijing Engineering Research Center for Cyberspace Data Analysis and Applications, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Engineering Research Center for Cyberspace Data Analysis and Applications, Beijing, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102790255","display_name":"Huansheng Ning","orcid":"https://orcid.org/0000-0001-6413-193X"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huansheng Ning","raw_affiliation_strings":["School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-6413-193X","affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.8878,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.95148736,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"55","issue":"3","first_page":"394","last_page":"407"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14233","display_name":"Diverse Topics in Contemporary Research","score":0.9218000173568726,"subfield":{"id":"https://openalex.org/subfields/3316","display_name":"Cultural Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T14233","display_name":"Diverse Topics in Contemporary Research","score":0.9218000173568726,"subfield":{"id":"https://openalex.org/subfields/3316","display_name":"Cultural Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/metaverse","display_name":"Metaverse","score":0.6064845323562622},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44550621509552},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.2712213695049286},{"id":"https://openalex.org/keywords/virtual-reality","display_name":"Virtual reality","score":0.06729039549827576}],"concepts":[{"id":"https://openalex.org/C53332860","wikidata":"https://www.wikidata.org/wiki/Q2632041","display_name":"Metaverse","level":3,"score":0.6064845323562622},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44550621509552},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2712213695049286},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.06729039549827576}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/thms.2025.3545246","is_oa":false,"landing_page_url":"https://doi.org/10.1109/thms.2025.3545246","pdf_url":null,"source":{"id":"https://openalex.org/S2476799526","display_name":"IEEE Transactions on Human-Machine Systems","issn_l":"2168-2291","issn":["2168-2291","2168-2305"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Human-Machine Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":92,"referenced_works":["https://openalex.org/W1179828463","https://openalex.org/W1485485759","https://openalex.org/W1501005121","https://openalex.org/W1602614133","https://openalex.org/W1934600457","https://openalex.org/W1997564205","https://openalex.org/W2010239627","https://openalex.org/W2022813413","https://openalex.org/W2028492326","https://openalex.org/W2056167108","https://openalex.org/W2069049193","https://openalex.org/W2070328658","https://openalex.org/W2072869429","https://openalex.org/W2107309239","https://openalex.org/W2123834143","https://openalex.org/W2156686198","https://openalex.org/W2163910387","https://openalex.org/W2198888392","https://openalex.org/W2220490338","https://openalex.org/W2237068932","https://openalex.org/W2241109995","https://openalex.org/W2276698927","https://openalex.org/W2412679262","https://openalex.org/W2510362246","https://openalex.org/W2527578065","https://openalex.org/W2529703035","https://openalex.org/W2551865091","https://openalex.org/W2593423182","https://openalex.org/W2623700126","https://openalex.org/W2765779842","https://openalex.org/W2805804251","https://openalex.org/W2810482148","https://openalex.org/W2900690091","https://openalex.org/W2914029293","https://openalex.org/W2916044792","https://openalex.org/W2926849453","https://openalex.org/W2944345878","https://openalex.org/W2955338161","https://openalex.org/W2962908937","https://openalex.org/W2986984881","https://openalex.org/W2994319845","https://openalex.org/W2998273280","https://openalex.org/W3005722492","https://openalex.org/W3020634498","https://openalex.org/W3040838455","https://openalex.org/W3089889640","https://openalex.org/W3090433379","https://openalex.org/W3100929172","https://openalex.org/W3126924419","https://openalex.org/W3133341912","https://openalex.org/W3155750706","https://openalex.org/W3158339401","https://openalex.org/W3158446466","https://openalex.org/W3159046296","https://openalex.org/W3187695953","https://openalex.org/W3191935171","https://openalex.org/W3198134616","https://openalex.org/W3204793974","https://openalex.org/W3217229851","https://openalex.org/W4200539312","https://openalex.org/W4205724329","https://openalex.org/W4205734160","https://openalex.org/W4206148179","https://openalex.org/W4211228497","https://openalex.org/W4224313795","https://openalex.org/W4225831777","https://openalex.org/W4226324786","https://openalex.org/W4283218345","https://openalex.org/W4285585446","https://openalex.org/W4287887547","https://openalex.org/W4289535481","https://openalex.org/W4290672545","https://openalex.org/W4293117556","https://openalex.org/W4294167407","https://openalex.org/W4304202992","https://openalex.org/W4309484364","https://openalex.org/W4311322267","https://openalex.org/W4312882039","https://openalex.org/W4313485001","https://openalex.org/W4320717855","https://openalex.org/W4323044035","https://openalex.org/W4323897311","https://openalex.org/W4367595583","https://openalex.org/W4377235537","https://openalex.org/W4387412817","https://openalex.org/W4387412866","https://openalex.org/W4388235471","https://openalex.org/W4391184115","https://openalex.org/W4391305509","https://openalex.org/W4400527441","https://openalex.org/W4404112583","https://openalex.org/W6941851927"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2166821106","https://openalex.org/W4312864667","https://openalex.org/W2616814274","https://openalex.org/W4376853950","https://openalex.org/W4366210097","https://openalex.org/W4366734514","https://openalex.org/W4237056396"],"abstract_inverted_index":{"Hybrid":[0],"human\u2013artificial":[1],"intelligence":[2,112],"(H-AI)":[3],"in":[4,12,100,195],"the":[5,57,83,88,91,96,102,108,148,152,155,159,163,180,183,196,202],"metaverse":[6,149,153,167,172,197],"is":[7],"facing":[8],"a":[9],"growing":[10],"trend":[11],"theoretical":[13],"research":[14,29,204],"and":[15,38,47,78,93,104,107,121,136,178,190,206],"practical":[16],"applications.":[17],"Based":[18],"on":[19,87],"101":[20],"academic":[21,45],"papers":[22],"published":[23],"from":[24],"1996\u20132024,":[25],"this":[26,62],"article":[27,63,117,140,186],"identifies":[28,119],"themes":[30],"using":[31],"thematic":[32,60],"analysis,":[33,35,37,61],"technological":[34],"comparative":[36],"knowledge":[39],"integration.":[40],"The":[41],"results":[42,58],"show":[43],"that":[44,123],"interest":[46],"attention":[48],"to":[49,143,147,174],"H-AI":[50,68,86,99,194],"have":[51],"gradually":[52],"increased":[53],"since":[54],"2020.":[55],"Through":[56],"of":[59,67,85,90,98,134,158,166,182,193],"synthesizes":[64],"five":[65],"applications":[66],"domains:":[69],"industry":[70],"field,":[71,73,75,77],"medical":[72],"entertainment":[74],"transportation":[76],"other":[79],"fields.":[80],"By":[81],"analyzing":[82],"impact":[84],"integration":[89],"virtual":[92,103],"real":[94,105],"world,":[95],"role":[97],"both":[101],"worlds":[106],"improvements":[109],"over":[110,128],"artificial":[111],"will":[113],"be":[114],"outlined.":[115],"This":[116,139,185],"also":[118],"challenges":[120],"responses":[122],"need":[124],"further":[125],"attention:":[126],"disputes":[127],"responsibility":[129],"ownership,":[130],"bubble":[131],"issues,":[132],"lack":[133],"trust,":[135],"high-cost":[137],"issues.":[138],"looks":[141],"ahead":[142],"add":[144],"new":[145,164],"skills":[146],"platform,":[150],"drive":[151],"as":[154],"next":[156],"wave":[157],"digital":[160],"economy,":[161],"promote":[162,179],"field":[165],"combined":[168],"with":[169,176],"traditional,":[170],"increase":[171],"assistance":[173],"people":[175],"disabilities,":[177],"systematization":[181],"metaverse.":[184],"helps":[187],"enhance":[188],"researchers'":[189],"practitioners'":[191],"understanding":[192],"while":[198],"raising":[199],"awareness":[200],"about":[201],"current":[203],"frontiers":[205],"potential":[207],"future":[208],"directions.":[209]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
