{"id":"https://openalex.org/W4400070936","doi":"https://doi.org/10.1109/iotm.001.2300174","title":"Beyond Reality: The Pivotal Role of Generative AI in the Metaverse","display_name":"Beyond Reality: The Pivotal Role of Generative AI in the Metaverse","publication_year":2024,"publication_date":"2024-06-27","ids":{"openalex":"https://openalex.org/W4400070936","doi":"https://doi.org/10.1109/iotm.001.2300174"},"language":"en","primary_location":{"id":"doi:10.1109/iotm.001.2300174","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iotm.001.2300174","pdf_url":null,"source":{"id":"https://openalex.org/S4210201254","display_name":"IEEE Internet of Things Magazine","issn_l":"2576-3180","issn":["2576-3180","2576-3199"],"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 Internet of Things Magazine","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":"https://openalex.org/A5005020243","display_name":"Vinay Chamola","orcid":"https://orcid.org/0000-0002-6730-3060"},"institutions":[{"id":"https://openalex.org/I74796645","display_name":"Birla Institute of Technology and Science, Pilani","ror":"https://ror.org/001p3jz28","country_code":"IN","type":"education","lineage":["https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Vinay Chamola","raw_affiliation_strings":["BITS-Pilani,Pilani Campus,India"],"affiliations":[{"raw_affiliation_string":"BITS-Pilani,Pilani Campus,India","institution_ids":["https://openalex.org/I74796645"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027275085","display_name":"Gaurang Bansal","orcid":"https://orcid.org/0000-0003-2272-0941"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Gaurang Bansal","raw_affiliation_strings":["National University of Singapore,Singapore"],"affiliations":[{"raw_affiliation_string":"National University of Singapore,Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074146831","display_name":"Tridib Kumar Das","orcid":"https://orcid.org/0009-0004-1852-6518"},"institutions":[{"id":"https://openalex.org/I67357951","display_name":"KIIT University","ror":"https://ror.org/00k8zt527","country_code":"IN","type":"education","lineage":["https://openalex.org/I67357951"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Tridib Kumar Das","raw_affiliation_strings":["Kalinga Institute of Industrial Technology, KIIT,India"],"affiliations":[{"raw_affiliation_string":"Kalinga Institute of Industrial Technology, KIIT,India","institution_ids":["https://openalex.org/I67357951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018894191","display_name":"Vikas Hassija","orcid":"https://orcid.org/0009-0003-9023-1661"},"institutions":[{"id":"https://openalex.org/I67357951","display_name":"KIIT University","ror":"https://ror.org/00k8zt527","country_code":"IN","type":"education","lineage":["https://openalex.org/I67357951"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vikas Hassija","raw_affiliation_strings":["Kalinga Institute of Industrial Technology, KIIT,India"],"affiliations":[{"raw_affiliation_string":"Kalinga Institute of Industrial Technology, KIIT,India","institution_ids":["https://openalex.org/I67357951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080357343","display_name":"Siva Sai","orcid":"https://orcid.org/0000-0003-0927-9370"},"institutions":[{"id":"https://openalex.org/I74796645","display_name":"Birla Institute of Technology and Science, Pilani","ror":"https://ror.org/001p3jz28","country_code":"IN","type":"education","lineage":["https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Siva Sai","raw_affiliation_strings":["BITS-Pilani,Pilani Campus,India"],"affiliations":[{"raw_affiliation_string":"BITS-Pilani,Pilani Campus,India","institution_ids":["https://openalex.org/I74796645"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100727959","display_name":"Jiacheng Wang","orcid":"https://orcid.org/0000-0003-1252-8761"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Jiacheng Wang","raw_affiliation_strings":["Nanyang Technological University,Singapore"],"affiliations":[{"raw_affiliation_string":"Nanyang Technological University,Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002810652","display_name":"Sherali Zeadally","orcid":"https://orcid.org/0000-0002-5982-8190"},"institutions":[{"id":"https://openalex.org/I143302722","display_name":"University of Kentucky","ror":"https://ror.org/02k3smh20","country_code":"US","type":"education","lineage":["https://openalex.org/I143302722"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sherali Zeadally","raw_affiliation_strings":["University of Kentucky,USA"],"affiliations":[{"raw_affiliation_string":"University of Kentucky,USA","institution_ids":["https://openalex.org/I143302722"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062211930","display_name":"Amir Hussain","orcid":"https://orcid.org/0000-0002-8080-082X"},"institutions":[{"id":"https://openalex.org/I251738","display_name":"Edinburgh Napier University","ror":"https://ror.org/03zjvnn91","country_code":"GB","type":"education","lineage":["https://openalex.org/I251738"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Amir Hussain","raw_affiliation_strings":["Edinburgh Napier University,UK"],"affiliations":[{"raw_affiliation_string":"Edinburgh Napier University,UK","institution_ids":["https://openalex.org/I251738"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100420016","display_name":"F. Richard Yu","orcid":"https://orcid.org/0000-0003-1006-7594"},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Fei Richard Yu","raw_affiliation_strings":["Carleton University,Canada"],"affiliations":[{"raw_affiliation_string":"Carleton University,Canada","institution_ids":["https://openalex.org/I67031392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057916222","display_name":"Mohsen Guizani","orcid":"https://orcid.org/0000-0002-8972-8094"},"institutions":[{"id":"https://openalex.org/I4210113480","display_name":"Mohamed bin Zayed University of Artificial Intelligence","ror":"https://ror.org/0258gkt32","country_code":"AE","type":"education","lineage":["https://openalex.org/I4210113480"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Mohsen Guizani","raw_affiliation_strings":["Mohamed Bin Zayed University of Artificial Intelligence (MBZUAI),UAE"],"affiliations":[{"raw_affiliation_string":"Mohamed Bin Zayed University of Artificial Intelligence (MBZUAI),UAE","institution_ids":["https://openalex.org/I4210113480"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091266202","display_name":"Dusit Niyato","orcid":"https://orcid.org/0000-0002-7442-7416"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Dusit Niyato","raw_affiliation_strings":["Nanyang Technological University,Singapore"],"affiliations":[{"raw_affiliation_string":"Nanyang Technological University,Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":6,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5005020243"],"corresponding_institution_ids":["https://openalex.org/I74796645"],"apc_list":null,"apc_paid":null,"fwci":24.3664,"has_fulltext":false,"cited_by_count":70,"citation_normalized_percentile":{"value":0.99665393,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"7","issue":"4","first_page":"126","last_page":"135"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12128","display_name":"AI in Service Interactions","score":0.6718999743461609,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12128","display_name":"AI in Service Interactions","score":0.6718999743461609,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T14260","display_name":"Impact of AI and Big Data on Business and Society","score":0.6574000120162964,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.6438000202178955,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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":0.7504802346229553},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.6998990178108215},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.3802167475223541},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.32193756103515625},{"id":"https://openalex.org/keywords/virtual-reality","display_name":"Virtual reality","score":0.3060142397880554},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.2695741653442383},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.23203742504119873},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1618863046169281}],"concepts":[{"id":"https://openalex.org/C53332860","wikidata":"https://www.wikidata.org/wiki/Q2632041","display_name":"Metaverse","level":3,"score":0.7504802346229553},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6998990178108215},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.3802167475223541},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.32193756103515625},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.3060142397880554},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.2695741653442383},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.23203742504119873},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1618863046169281}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iotm.001.2300174","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iotm.001.2300174","pdf_url":null,"source":{"id":"https://openalex.org/S4210201254","display_name":"IEEE Internet of Things Magazine","issn_l":"2576-3180","issn":["2576-3180","2576-3199"],"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 Internet of Things Magazine","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":18,"referenced_works":["https://openalex.org/W2559085405","https://openalex.org/W3130295820","https://openalex.org/W4283019578","https://openalex.org/W4295242713","https://openalex.org/W4309484364","https://openalex.org/W4313492009","https://openalex.org/W4319301446","https://openalex.org/W4320561510","https://openalex.org/W4366250525","https://openalex.org/W4366427347","https://openalex.org/W4381332452","https://openalex.org/W4383468976","https://openalex.org/W4388235471","https://openalex.org/W4390873054","https://openalex.org/W4401635087","https://openalex.org/W6849669405","https://openalex.org/W6851843681","https://openalex.org/W6854289013"],"related_works":["https://openalex.org/W4391375266","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","https://openalex.org/W4388442643"],"abstract_inverted_index":{"The":[0,74,87],"Metaverse,":[1,138,216],"an":[2],"interconnected":[3],"network":[4],"of":[5,29,42,50,78,103,182],"immersive":[6,72],"digital":[7,230],"realms,":[8],"is":[9,76,121,191],"poised":[10],"to":[11,25,34,118,162],"reshape":[12],"the":[13,40,65,101,111,137,164,170,179,186,201,208,215],"future":[14,219],"by":[15,68],"seamlessly":[16],"merging":[17],"physical":[18],"reality":[19],"with":[20,71,91,141,229],"virtual":[21,115,202],"environments.":[22],"Its":[23],"potential":[24],"revolutionize":[26],"diverse":[27,144],"aspects":[28],"human":[30,227],"existence,":[31],"from":[32],"entertainment":[33],"commerce,":[35],"underscores":[36],"its":[37],"significance.":[38],"At":[39],"heart":[41],"this":[43,119,176,205],"transformation":[44],"lies":[45],"Generative":[46,58,92,130,212],"AI,":[47],"a":[48,62,192,218],"branch":[49],"artificial":[51],"intelligence":[52],"focused":[53],"on":[54],"creating":[55],"novel":[56],"content.":[57,145],"AI":[59,93,213],"serves":[60],"as":[61],"catalyst,":[63],"propelling":[64],"Metaverse's":[66,88],"evolution":[67,120],"enhancing":[69,139],"it":[70,140],"experiences.":[73],"Metaverse":[75,165],"comprised":[77],"three":[79],"pivotal":[80],"domains,":[81],"namely,":[82],"text,":[83],"visual,":[84],"and":[85,106,129,143,155,173,214,223],"audio.":[86],"fabric":[89],"intertwines":[90],"models,":[94],"ushering":[95],"in":[96,185,199],"innovative":[97],"interactions.":[98],"Within":[99],"Visual,":[100],"triad":[102],"image,":[104],"video,":[105],"3D":[107],"Object":[108],"generation":[109],"sets":[110],"stage":[112],"for":[113],"engaging":[114],"landscapes.":[116,231],"Key":[117],"five":[122],"generative":[123],"models:":[124],"Transformers,":[125],"Diffusion,":[126,152],"Autoencoders,":[127],"Autoregressive,":[128],"Adversarial":[131],"Networks":[132],"(GANs).":[133],"These":[134],"models":[135,161],"empower":[136],"dynamic":[142],"Notably,":[146],"technologies":[147],"like":[148],"BARD,":[149],"Point-E,":[150],"Stable":[151,196],"DALL-E,":[153],"GPT,":[154],"AIVA,":[156],"among":[157],"others,":[158],"wield":[159],"these":[160,189],"enrich":[163],"across":[166],"domains.":[167],"By":[168],"discussing":[169],"technical":[171],"issues":[172],"real-world":[174],"applications,":[175],"study":[177,194],"reveals":[178],"intricate":[180],"tapestry":[181],"AI's":[183],"role":[184,198],"Metaverse.":[187],"Anchoring":[188],"insights":[190],"case":[193],"illuminating":[195],"Diffusion's":[197],"metamorphosing":[200],"realm.":[203],"Collectively,":[204],"exploration":[206],"illuminates":[207],"symbiotic":[209],"relationship":[210],"between":[211],"foreshadowing":[217],"where":[220],"immersive,":[221],"interactive,":[222],"personalized":[224],"experiences":[225],"blackefine":[226],"engagement":[228]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":47},{"year":2024,"cited_by_count":18}],"updated_date":"2026-03-28T08:17:26.163206","created_date":"2025-10-10T00:00:00"}
