{"id":"https://openalex.org/W4282581007","doi":"https://doi.org/10.1109/icbir54589.2022.9786403","title":"Data Visualization Using Augmented Reality for Education: A Systematic Review","display_name":"Data Visualization Using Augmented Reality for Education: A Systematic Review","publication_year":2022,"publication_date":"2022-05-19","ids":{"openalex":"https://openalex.org/W4282581007","doi":"https://doi.org/10.1109/icbir54589.2022.9786403"},"language":"en","primary_location":{"id":"doi:10.1109/icbir54589.2022.9786403","doi":"https://doi.org/10.1109/icbir54589.2022.9786403","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icbir54589.2022.9786403","pdf_url":null,"source":{"id":"https://openalex.org/S4363608249","display_name":"International Conference on Business and Industrial Research (ICBIR)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 7th International Conference on Business and Industrial Research (ICBIR)","raw_type":"proceedings-article"},"volume":null,"type":"review","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://rgu-repository.worktribe.com/file/1688225/1/EKANAYAKE%202022%20Data%20visualization%20using%20augmented%20%28AAM%29","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073431112","display_name":"Indrajith Ekanayake","orcid":"https://orcid.org/0000-0002-7173-1754","observed_orcids":["https://orcid.org/0000-0002-7173-1754"]},"institutions":[{"id":"https://openalex.org/I522815984","display_name":"Robert Gordon University","ror":"https://ror.org/04f0qj703","country_code":"GB","type":"education","lineage":["https://openalex.org/I522815984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Indrajith Ekanayake","raw_affiliation_strings":["Robert Gordon University,School of Computing,Aberdeen,Scotland","School of Computing, Robert Gordon University, Aberdeen, Scotland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Robert Gordon University,School of Computing,Aberdeen,Scotland","institution_ids":["https://openalex.org/I522815984"]},{"raw_affiliation_string":"School of Computing, Robert Gordon University, Aberdeen, Scotland","institution_ids":["https://openalex.org/I522815984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5133562565","display_name":"Sashini Gayanika","orcid":"https://orcid.org/0009-0004-3338-0174","observed_orcids":["https://orcid.org/0009-0004-3338-0174"]},"institutions":[{"id":"https://openalex.org/I4405256374","display_name":"NSBM Green University","ror":"https://ror.org/042vw1210","country_code":"LK","type":"education","lineage":["https://openalex.org/I4405256374"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Shashini Gayanika","raw_affiliation_strings":["NSBM Green University,Department of Economics and Decision Sciences,Homagama,Sri Lanka","Department of Economics and Decision Sciences, NSBM Green University, Homagama, Sri Lanka"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NSBM Green University,Department of Economics and Decision Sciences,Homagama,Sri Lanka","institution_ids":["https://openalex.org/I4405256374"]},{"raw_affiliation_string":"Department of Economics and Decision Sciences, NSBM Green University, Homagama, Sri Lanka","institution_ids":["https://openalex.org/I4405256374"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1795,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.24299065,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"533","last_page":"537"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10888","display_name":"Augmented Reality Applications","score":0.9961000084877014,"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":0.9961000084877014,"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/T10799","display_name":"Data Visualization and Analytics","score":0.0015999999595806003,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T14216","display_name":"Multimedia Learning Systems","score":0.0008999999845400453,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/augmented-reality","display_name":"augmented reality","score":0.972000002861023},{"id":"https://openalex.org/keywords/data-visualization","display_name":"data visualization","score":0.9819999933242798},{"id":"https://openalex.org/keywords/education","display_name":"education","score":0.6880000233650208},{"id":"https://openalex.org/keywords/3d-visualization","display_name":"3D visualization","score":0.8569999933242798},{"id":"https://openalex.org/keywords/teaching-experience","display_name":"teaching experience","score":0.8679999709129333},{"id":"https://openalex.org/keywords/research-gap","display_name":"research gaps","score":0.8659999966621399}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.8614251613616943},{"id":"https://openalex.org/C153715457","wikidata":"https://www.wikidata.org/wiki/Q254183","display_name":"Augmented reality","level":2,"score":0.848212718963623},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6993615031242371},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.6574479937553406},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5259953737258911},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.5160446166992188},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4998648166656494},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.45417189598083496},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.428567111492157},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2239844799041748},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06612536311149597},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icbir54589.2022.9786403","doi":"https://doi.org/10.1109/icbir54589.2022.9786403","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icbir54589.2022.9786403","pdf_url":null,"source":{"id":"https://openalex.org/S4363608249","display_name":"International Conference on Business and Industrial Research (ICBIR)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 7th International Conference on Business and Industrial Research (ICBIR)","raw_type":"proceedings-article"},{"id":"pmh:oai:https://rgu-repository.worktribe.com/:1688225","doi":null,"is_oa":true,"landing_page_url":"https://rgu-repository.worktribe.com/output/1688225","pdf_url":"https://rgu-repository.worktribe.com/file/1688225/1/EKANAYAKE%202022%20Data%20visualization%20using%20augmented%20%28AAM%29","source":{"id":"https://openalex.org/S4306400814","display_name":"Open Access Institutional Repository at Robert Gordon University (Robert Gordon University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I522815984","host_organization_name":"Robert Gordon University","host_organization_lineage":["https://openalex.org/I522815984"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Presentation / Conference Contribution"}],"best_oa_location":{"id":"pmh:oai:https://rgu-repository.worktribe.com/:1688225","doi":null,"is_oa":true,"landing_page_url":"https://rgu-repository.worktribe.com/output/1688225","pdf_url":"https://rgu-repository.worktribe.com/file/1688225/1/EKANAYAKE%202022%20Data%20visualization%20using%20augmented%20%28AAM%29","source":{"id":"https://openalex.org/S4306400814","display_name":"Open Access Institutional Repository at Robert Gordon University (Robert Gordon University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I522815984","host_organization_name":"Robert Gordon University","host_organization_lineage":["https://openalex.org/I522815984"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Presentation / Conference Contribution"},"sustainable_development_goals":[{"score":0.8278999924659729,"id":"https://metadata.un.org/sdg/4","display_name":"Quality education"}],"study_designs":[{"id":"https://openalex.org/study-designs/systematic-review","display_name":"Systematic Review"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4282581007.pdf","grobid_xml":"https://content.openalex.org/works/W4282581007.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W1961379460","https://openalex.org/W2113672196","https://openalex.org/W2149003305","https://openalex.org/W2495164167","https://openalex.org/W2601805558","https://openalex.org/W2604528181","https://openalex.org/W2765204729","https://openalex.org/W2767322049","https://openalex.org/W2907595971","https://openalex.org/W2909086064","https://openalex.org/W2912411783","https://openalex.org/W2941711088","https://openalex.org/W2943401592","https://openalex.org/W2946886969","https://openalex.org/W3006641650","https://openalex.org/W3021879377","https://openalex.org/W3027665091","https://openalex.org/W3047052937","https://openalex.org/W3101045219","https://openalex.org/W3101764812","https://openalex.org/W3110852904","https://openalex.org/W3126594659","https://openalex.org/W3128334038","https://openalex.org/W3133590135","https://openalex.org/W3156454046","https://openalex.org/W3160543468","https://openalex.org/W3161760270","https://openalex.org/W3167436535","https://openalex.org/W4200526031","https://openalex.org/W4206584303","https://openalex.org/W4207048206","https://openalex.org/W6735902882"],"related_works":["https://openalex.org/W4292295800","https://openalex.org/W3165782545","https://openalex.org/W4389858005","https://openalex.org/W4372357516","https://openalex.org/W3011153115","https://openalex.org/W4415759391","https://openalex.org/W3212788478","https://openalex.org/W1768851192","https://openalex.org/W2519492114","https://openalex.org/W4403363313"],"abstract_inverted_index":{"Current":[0],"education":[1],"systems":[2],"use":[3,67],"data":[4,9,16,25,72],"visualization":[5,17,73],"to":[6,22,44,74,90,122],"present":[7,23],"the":[8,24,46,50,65,109],"in":[10,26,32,53],"a":[11,27,40,76,113],"more":[12],"comprehensible":[13],"format.":[14],"Augmented":[15],"is":[18],"an":[19],"extended":[20],"version":[21],"2D":[28],"or":[29],"3D":[30],"form":[31],"our":[33],"field":[34],"of":[35,49,68,82],"vision.":[36],"This":[37],"study":[38],"conducted":[39],"systematic":[41],"literature":[42],"review":[43],"identify":[45],"current":[47],"state":[48],"art":[51],"research":[52,101,118],"augmented":[54,69],"reality":[55,70],"and":[56,98,116],"potential":[57],"future":[58,114],"research.":[59],"Research":[60],"paid":[61],"especial":[62],"attention":[63],"towards":[64],"effective":[66],"for":[71,105],"offer":[75],"better":[77],"pedagogical":[78],"experience.":[79],"A":[80],"total":[81],"39":[83],"studies":[84],"have":[85],"been":[86],"filtered":[87],"between":[88],"2017":[89],"2021":[91],"from":[92],"two":[93],"recognized":[94],"databases,":[95],"IEEE":[96],"Xplore":[97],"ScienceDirect.":[99],"Three":[100],"questions":[102],"are":[103],"designed":[104],"further":[106],"analysis.":[107],"Finally,":[108],"paper":[110],"concludes":[111],"with":[112],"projection":[115],"uncovers":[117],"gaps":[119],"that":[120],"need":[121],"be":[123],"addressed.":[124]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2022-06-14T00:00:00"}