{"id":"https://openalex.org/W4383878450","doi":"https://doi.org/10.3390/jtaer18030063","title":"Understanding Antecedents That Affect Customer Evaluations of Head-Mounted Display VR Devices through Text Mining and Deep Neural Network","display_name":"Understanding Antecedents That Affect Customer Evaluations of Head-Mounted Display VR Devices through Text Mining and Deep Neural Network","publication_year":2023,"publication_date":"2023-07-10","ids":{"openalex":"https://openalex.org/W4383878450","doi":"https://doi.org/10.3390/jtaer18030063"},"language":"en","primary_location":{"id":"doi:10.3390/jtaer18030063","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jtaer18030063","pdf_url":"https://www.mdpi.com/0718-1876/18/3/63/pdf?version=1688972901","source":{"id":"https://openalex.org/S27967161","display_name":"Journal of theoretical and applied electronic commerce research","issn_l":"0718-1876","issn":["0718-1876"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Theoretical and Applied Electronic Commerce Research","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/0718-1876/18/3/63/pdf?version=1688972901","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045961102","display_name":"Yunho Maeng","orcid":"https://orcid.org/0000-0003-1010-7840"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yunho Maeng","raw_affiliation_strings":["Graduate School of Information, Yonsei University, Seoul 03722, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0003-1010-7840","affiliations":[{"raw_affiliation_string":"Graduate School of Information, Yonsei University, Seoul 03722, Republic of Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016924977","display_name":"Choong C. Lee","orcid":"https://orcid.org/0000-0001-7534-5570"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Choong C. Lee","raw_affiliation_strings":["Graduate School of Information, Yonsei University, Seoul 03722, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Information, Yonsei University, Seoul 03722, Republic of Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063900359","display_name":"Haejung Yun","orcid":"https://orcid.org/0000-0002-8977-2044"},"institutions":[{"id":"https://openalex.org/I138925566","display_name":"Ewha Womans University","ror":"https://ror.org/053fp5c05","country_code":"KR","type":"education","lineage":["https://openalex.org/I138925566"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Haejung Yun","raw_affiliation_strings":["Department of International Office Administration, College of Science & Industry Convergence, Ewha Womans University, Seoul 03722, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-8977-2044","affiliations":[{"raw_affiliation_string":"Department of International Office Administration, College of Science & Industry Convergence, Ewha Womans University, Seoul 03722, Republic of Korea","institution_ids":["https://openalex.org/I138925566"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5063900359"],"corresponding_institution_ids":["https://openalex.org/I138925566"],"apc_list":{"value":1000,"currency":"CHF","value_usd":1082},"apc_paid":{"value":1000,"currency":"CHF","value_usd":1082},"fwci":1.7238,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.8489723,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"18","issue":"3","first_page":"1238","last_page":"1256"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10648","display_name":"Virtual Reality Applications and Impacts","score":0.9908000230789185,"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"}},"topics":[{"id":"https://openalex.org/T10648","display_name":"Virtual Reality Applications and Impacts","score":0.9908000230789185,"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/T11165","display_name":"Image and Video Quality Assessment","score":0.9871000051498413,"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/T13169","display_name":"Consumer Perception and Purchasing Behavior","score":0.9692000150680542,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7258782982826233},{"id":"https://openalex.org/keywords/virtual-reality","display_name":"Virtual reality","score":0.6689300537109375},{"id":"https://openalex.org/keywords/affect","display_name":"Affect (linguistics)","score":0.6022784113883972},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5810105800628662},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.5639491081237793},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5055854320526123},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.48327523469924927},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4275832176208496},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3713020086288452},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11780679225921631},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07780253887176514}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7258782982826233},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.6689300537109375},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.6022784113883972},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5810105800628662},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.5639491081237793},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5055854320526123},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.48327523469924927},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4275832176208496},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3713020086288452},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11780679225921631},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07780253887176514},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/jtaer18030063","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jtaer18030063","pdf_url":"https://www.mdpi.com/0718-1876/18/3/63/pdf?version=1688972901","source":{"id":"https://openalex.org/S27967161","display_name":"Journal of theoretical and applied electronic commerce research","issn_l":"0718-1876","issn":["0718-1876"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Theoretical and Applied Electronic Commerce Research","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:01d33cae5fb743569fa8eb7b49dcf90f","is_oa":true,"landing_page_url":"https://doaj.org/article/01d33cae5fb743569fa8eb7b49dcf90f","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Theoretical and Applied Electronic Commerce Research, Vol 18, Iss 3, Pp 1238-1256 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/0718-1876/18/3/63/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/jtaer18030063","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Journal of Theoretical and Applied Electronic Commerce Research; Volume 18; Issue 3; Pages: 1238-1256","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/jtaer18030063","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jtaer18030063","pdf_url":"https://www.mdpi.com/0718-1876/18/3/63/pdf?version=1688972901","source":{"id":"https://openalex.org/S27967161","display_name":"Journal of theoretical and applied electronic commerce research","issn_l":"0718-1876","issn":["0718-1876"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Theoretical and Applied Electronic Commerce Research","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.41999998688697815,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4383878450.pdf"},"referenced_works_count":51,"referenced_works":["https://openalex.org/W1554565390","https://openalex.org/W1733635077","https://openalex.org/W1832693441","https://openalex.org/W1880262756","https://openalex.org/W1998093620","https://openalex.org/W2001082470","https://openalex.org/W2004659764","https://openalex.org/W2019892543","https://openalex.org/W2044429219","https://openalex.org/W2056046632","https://openalex.org/W2090491854","https://openalex.org/W2117195836","https://openalex.org/W2131715540","https://openalex.org/W2148158693","https://openalex.org/W2149967206","https://openalex.org/W2160170318","https://openalex.org/W2166982098","https://openalex.org/W2590061102","https://openalex.org/W2883773890","https://openalex.org/W2937988940","https://openalex.org/W2962862931","https://openalex.org/W2964046515","https://openalex.org/W2989661412","https://openalex.org/W2993207464","https://openalex.org/W2998232039","https://openalex.org/W3004779182","https://openalex.org/W3016463114","https://openalex.org/W3033766742","https://openalex.org/W3033812235","https://openalex.org/W3041490884","https://openalex.org/W3043424630","https://openalex.org/W3081361466","https://openalex.org/W3090154305","https://openalex.org/W3126968706","https://openalex.org/W3141714916","https://openalex.org/W3160113453","https://openalex.org/W3199956790","https://openalex.org/W3212007445","https://openalex.org/W4200149400","https://openalex.org/W4238559129","https://openalex.org/W4283722941","https://openalex.org/W4291178221","https://openalex.org/W4309214092","https://openalex.org/W4309495842","https://openalex.org/W4312059707","https://openalex.org/W4360613529","https://openalex.org/W6636808696","https://openalex.org/W6639619044","https://openalex.org/W6737947904","https://openalex.org/W6779895418","https://openalex.org/W6847013617"],"related_works":["https://openalex.org/W2548633793","https://openalex.org/W2941935829","https://openalex.org/W3089396779","https://openalex.org/W2596247554","https://openalex.org/W4301373556","https://openalex.org/W2560936962","https://openalex.org/W2788727012","https://openalex.org/W3013279174","https://openalex.org/W3132372214","https://openalex.org/W4224284088"],"abstract_inverted_index":{"Although":[0],"the":[1,16,19,50,95,166],"market":[2],"for":[3,35,94],"Head-Mounted":[4],"Display":[5],"Virtual":[6],"Reality":[7],"(HMD":[8],"VR)":[9],"devices":[10,114],"has":[11,21,32],"been":[12,23],"growing":[13],"along":[14],"with":[15,65],"metaverse":[17],"trend,":[18],"product":[20],"not":[22],"as":[24,26,161],"widespread":[25],"initially":[27],"expected.":[28],"As":[29],"each":[30,169],"user":[31,67,84],"different":[33,39],"purposes":[34],"use":[36],"and":[37,73,89,129,143,165,187],"prefers":[38],"features,":[40],"various":[41],"factors":[42],"are":[43],"expected":[44],"to":[45],"influence":[46,167],"customer":[47,57,109,159],"evaluations.":[48],"Therefore,":[49],"present":[51],"study":[52],"aims":[53],"to:":[54],"(1)":[55],"analyze":[56],"reviews":[58,110],"of":[59,86,98,105,146,168],"hands-on":[60],"HMD":[61,112],"VR":[62,87,99,113],"devices,":[63],"provided":[64],"new":[66],"experience":[68],"(UX),":[69],"using":[70],"text":[71],"mining,":[72],"artificial":[74,151],"neural":[75,152],"network":[76,153],"techniques;":[77],"(2)":[78],"comprehensively":[79],"examine":[80],"variables":[81,121,135],"that":[82,179],"affect":[83],"evaluations":[85],"devices;":[88],"(3)":[90],"suggest":[91],"major":[92],"implications":[93,189],"future":[96],"development":[97],"devices.":[100],"The":[101,176],"research":[102],"procedure":[103],"consisted":[104],"four":[106],"steps.":[107],"First,":[108],"on":[111,125],"were":[115,122,132,136],"collected":[116],"from":[117,185],"Amazon.com.":[118],"Second,":[119],"candidate":[120],"selected":[123],"based":[124],"a":[126,144,162],"literature":[127],"review,":[128],"sentiment":[130,196],"scores":[131],"extracted.":[133],"Third,":[134],"determined":[137],"through":[138,173],"topic":[139],"modeling,":[140],"in-depth":[141],"interviews,":[142],"review":[145],"previous":[147],"studies.":[148],"Fourth,":[149],"an":[150],"analysis":[154],"was":[155,171],"performed":[156],"by":[157],"setting":[158],"evaluation":[160],"dependent":[163],"variable,":[164],"variable":[170],"checked":[172],"feature":[174,180],"importance.":[175],"results":[177],"indicate":[178],"importance":[181],"can":[182,190],"be":[183,191],"derived":[184],"variables,":[186],"actionable":[188],"identified,":[192],"unlike":[193],"in":[194],"general":[195],"analysis.":[197]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}