{"id":"https://openalex.org/W4388022842","doi":"https://doi.org/10.3233/faia230736","title":"Big Data Tools, Deep Learning &amp; 3D Objects in the Metaverse","display_name":"Big Data Tools, Deep Learning &amp; 3D Objects in the Metaverse","publication_year":2023,"publication_date":"2023-10-26","ids":{"openalex":"https://openalex.org/W4388022842","doi":"https://doi.org/10.3233/faia230736"},"language":"en","primary_location":{"id":"doi:10.3233/faia230736","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia230736","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA230736","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA230736","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044436840","display_name":"Preethi Ananthachari","orcid":null},"institutions":[{"id":"https://openalex.org/I85389745","display_name":"Woosong University","ror":"https://ror.org/02srty072","country_code":"KR","type":"education","lineage":["https://openalex.org/I85389745"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Preethi Ananthachari","raw_affiliation_strings":["AI & Big Data Dept, Endicott College of International Studies, Woosong University, South Korea","AI & Big Data Department, Endicott College of International Studies, Woosong University, Daejeon 34606, South Korea;"],"affiliations":[{"raw_affiliation_string":"AI & Big Data Dept, Endicott College of International Studies, Woosong University, South Korea","institution_ids":["https://openalex.org/I85389745"]},{"raw_affiliation_string":"AI & Big Data Department, Endicott College of International Studies, Woosong University, Daejeon 34606, South Korea;","institution_ids":["https://openalex.org/I85389745"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067207964","display_name":"Storm Schutte","orcid":"https://orcid.org/0009-0001-5755-7796"},"institutions":[{"id":"https://openalex.org/I85389745","display_name":"Woosong University","ror":"https://ror.org/02srty072","country_code":"KR","type":"education","lineage":["https://openalex.org/I85389745"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Storm Schutte","raw_affiliation_strings":["AI & Big Data Dept, Endicott College of International Studies, Woosong University, South Korea","AI & Big Data Department, Endicott College of International Studies, Woosong University, Daejeon 34606, South Korea;"],"affiliations":[{"raw_affiliation_string":"AI & Big Data Dept, Endicott College of International Studies, Woosong University, South Korea","institution_ids":["https://openalex.org/I85389745"]},{"raw_affiliation_string":"AI & Big Data Department, Endicott College of International Studies, Woosong University, Daejeon 34606, South Korea;","institution_ids":["https://openalex.org/I85389745"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5044436840"],"corresponding_institution_ids":["https://openalex.org/I85389745"],"apc_list":null,"apc_paid":null,"fwci":0.4087,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.68409321,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9003999829292297,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9003999829292297,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/metaverse","display_name":"Metaverse","score":0.8719005584716797},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7391231656074524},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6280516982078552},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4941997826099396},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4450831413269043},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.43282178044319153},{"id":"https://openalex.org/keywords/interactivity","display_name":"Interactivity","score":0.42520639300346375},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.42088782787323},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38594067096710205},{"id":"https://openalex.org/keywords/virtual-reality","display_name":"Virtual reality","score":0.3100544810295105},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2560542821884155},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.09500125050544739}],"concepts":[{"id":"https://openalex.org/C53332860","wikidata":"https://www.wikidata.org/wiki/Q2632041","display_name":"Metaverse","level":3,"score":0.8719005584716797},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7391231656074524},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6280516982078552},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4941997826099396},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4450831413269043},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.43282178044319153},{"id":"https://openalex.org/C144430266","wikidata":"https://www.wikidata.org/wiki/Q839721","display_name":"Interactivity","level":2,"score":0.42520639300346375},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.42088782787323},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38594067096710205},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.3100544810295105},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2560542821884155},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.09500125050544739},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/faia230736","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia230736","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA230736","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.3233/faia230736","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia230736","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA230736","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4388022842.pdf"},"referenced_works_count":10,"referenced_works":["https://openalex.org/W1961379460","https://openalex.org/W2189465200","https://openalex.org/W2277359368","https://openalex.org/W2809254203","https://openalex.org/W3034669389","https://openalex.org/W3186661903","https://openalex.org/W4281750612","https://openalex.org/W4362679702","https://openalex.org/W4386075660","https://openalex.org/W6847033186"],"related_works":["https://openalex.org/W2319020389","https://openalex.org/W2001821990","https://openalex.org/W2747851897","https://openalex.org/W1975913006","https://openalex.org/W4240086805","https://openalex.org/W1513662110","https://openalex.org/W2063506784","https://openalex.org/W2013411520","https://openalex.org/W2521348551","https://openalex.org/W2162688250"],"abstract_inverted_index":{"Metaverse":[0],"is":[1,87,128],"a":[2,31,88,148],"virtual":[3],"space":[4],"to":[5,82,136],"explore,":[6],"for":[7,179],"those":[8],"who":[9],"are":[10,17,80],"not":[11],"physically":[12],"available":[13],"in":[14,18,39,121,169],"context.":[15],"We":[16,131],"the":[19,23,26,83,110,113,156,180],"early":[20],"stages":[21],"of":[22,25,42,47,66,94,112,117,123,151,155,171],"development":[24],"metaverse":[27,45],"and":[28,138,143,162],"it":[29],"promises":[30],"rapid":[32],"phase":[33],"shift":[34],"as":[35,37,52],"well":[36],"proliferation":[38],"every":[40],"aspect":[41],"technology.":[43],"The":[44,115],"comprises":[46],"eight":[48],"key":[49],"technologies,":[50],"such":[51],"Extended":[53],"Reality,":[54],"Customer":[55],"(user)":[56],"Interactivity,":[57],"Artificial":[58],"intelligence,":[59],"Block":[60],"Chain":[61],"Technology,":[62],"Computer":[63],"Vision,":[64],"Internet":[65],"Things,":[67],"Robotics,":[68],"Fog/":[69],"Edge/":[70],"Cloud":[71],"Computing,":[72],"additionally,":[73],"5G/":[74],"6G":[75],"(Future)":[76],"Mobile":[77],"networks":[78],"that":[79,91],"relevant":[81],"metaverse.":[84,114],"Big":[85],"data":[86,106,135],"significant":[89],"source":[90],"complements":[92],"each":[93],"these":[95],"techniques.":[96],"In":[97],"this":[98],"paper,":[99],"we":[100],"will":[101],"discuss":[102],"how":[103],"different":[104],"big":[105],"techniques":[107],"help":[108],"with":[109,126],"growth":[111],"comparison":[116,150],"3rd":[118],"Dimensional":[119],"objects":[120],"terms":[122,170],"Spark":[124],"architecture":[125],"HDFS":[127],"carried":[129],"out.":[130],"utilized":[132],"large-scale":[133],"3D":[134],"implement":[137],"evaluate":[139],"various":[140],"machine":[141],"learning":[142,145],"deep":[144],"models,":[146],"facilitating":[147],"thorough":[149],"their":[152,159],"performance.":[153],"Both":[154],"Models":[157],"have":[158],"own":[160],"advantages":[161],"drawbacks,":[163],"Random":[164],"Forest":[165],"model":[166],"stands":[167],"out":[168],"processing":[172],"speed,":[173],"though":[174],"SimpleNet":[175],"requires":[176],"more":[177],"time":[178],"validation":[181],"accuracy":[182],"improvement.":[183]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}
