{"id":"https://openalex.org/W4417025373","doi":"https://doi.org/10.1145/3756884.3766032","title":"How a task-blind adaptive VR system can improve users' task performance: an assisted immersive analytics use case","display_name":"How a task-blind adaptive VR system can improve users' task performance: an assisted immersive analytics use case","publication_year":2025,"publication_date":"2025-11-12","ids":{"openalex":"https://openalex.org/W4417025373","doi":"https://doi.org/10.1145/3756884.3766032"},"language":"en","primary_location":{"id":"doi:10.1145/3756884.3766032","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3756884.3766032","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3756884.3766032","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 31st ACM Symposium on Virtual Reality Software and Technology","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3756884.3766032","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088168307","display_name":"Simon Besga","orcid":"https://orcid.org/0000-0002-5719-9650"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I19894307","display_name":"Universit\u00e9 de Montpellier","ror":"https://ror.org/051escj72","country_code":"FR","type":"education","lineage":["https://openalex.org/I19894307"]},{"id":"https://openalex.org/I4210101743","display_name":"Laboratoire d'Informatique, de Robotique et de Micro\u00e9lectronique de Montpellier","ror":"https://ror.org/013yean28","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I151295451","https://openalex.org/I19894307","https://openalex.org/I4210101743","https://openalex.org/I4210159245","https://openalex.org/I4405261681"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Simon Besga","raw_affiliation_strings":["LIRMM, University of Montpellier, CNRS, Montpellier, France"],"raw_orcid":"https://orcid.org/0000-0002-5719-9650","affiliations":[{"raw_affiliation_string":"LIRMM, University of Montpellier, CNRS, Montpellier, France","institution_ids":["https://openalex.org/I4210101743","https://openalex.org/I19894307","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032133984","display_name":"Nancy Rodriguez","orcid":"https://orcid.org/0000-0002-5496-1603"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I19894307","display_name":"Universit\u00e9 de Montpellier","ror":"https://ror.org/051escj72","country_code":"FR","type":"education","lineage":["https://openalex.org/I19894307"]},{"id":"https://openalex.org/I4210101743","display_name":"Laboratoire d'Informatique, de Robotique et de Micro\u00e9lectronique de Montpellier","ror":"https://ror.org/013yean28","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I151295451","https://openalex.org/I19894307","https://openalex.org/I4210101743","https://openalex.org/I4210159245","https://openalex.org/I4405261681"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nancy Rodriguez","raw_affiliation_strings":["LIRMM, University of Montpellier, CNRS, Montpellier, France"],"raw_orcid":"https://orcid.org/0000-0002-5496-1603","affiliations":[{"raw_affiliation_string":"LIRMM, University of Montpellier, CNRS, Montpellier, France","institution_ids":["https://openalex.org/I4210101743","https://openalex.org/I19894307","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044017846","display_name":"Arnaud Sallaberry","orcid":"https://orcid.org/0000-0001-7068-176X"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210095130","display_name":"Universit\u00e9 Paul-Val\u00e9ry Montpellier","ror":null,"country_code":"FR","type":null,"lineage":["https://openalex.org/I4210095130"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Arnaud Sallaberry","raw_affiliation_strings":["LIRMM, University of Montpellier, CNRS, Montpellier, France and AMIS, Paul Val\u00e9ry University of Montpellier 3, Montpellier, France"],"raw_orcid":"https://orcid.org/0000-0001-7068-176X","affiliations":[{"raw_affiliation_string":"LIRMM, University of Montpellier, CNRS, Montpellier, France and AMIS, Paul Val\u00e9ry University of Montpellier 3, Montpellier, France","institution_ids":["https://openalex.org/I4210095130","https://openalex.org/I1294671590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013533653","display_name":"Pascal Poncelet","orcid":"https://orcid.org/0000-0002-8277-3490"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I19894307","display_name":"Universit\u00e9 de Montpellier","ror":"https://ror.org/051escj72","country_code":"FR","type":"education","lineage":["https://openalex.org/I19894307"]},{"id":"https://openalex.org/I4210101743","display_name":"Laboratoire d'Informatique, de Robotique et de Micro\u00e9lectronique de Montpellier","ror":"https://ror.org/013yean28","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I151295451","https://openalex.org/I19894307","https://openalex.org/I4210101743","https://openalex.org/I4210159245","https://openalex.org/I4405261681"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pascal Poncelet","raw_affiliation_strings":["LIRMM, University of Montpellier, CNRS, Montpellier, France"],"raw_orcid":"https://orcid.org/0000-0002-8277-3490","affiliations":[{"raw_affiliation_string":"LIRMM, University of Montpellier, CNRS, Montpellier, France","institution_ids":["https://openalex.org/I4210101743","https://openalex.org/I19894307","https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5088168307"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I19894307","https://openalex.org/I4210101743"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.37143749,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10648","display_name":"Virtual Reality Applications and Impacts","score":0.4708000123500824,"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":0.4708000123500824,"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/T10888","display_name":"Augmented Reality Applications","score":0.07959999889135361,"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/T10789","display_name":"Interactive and Immersive Displays","score":0.066600002348423,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6751999855041504},{"id":"https://openalex.org/keywords/virtual-reality","display_name":"Virtual reality","score":0.6114000082015991},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5026000142097473},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4961000084877014},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.42160001397132874},{"id":"https://openalex.org/keywords/user-experience-design","display_name":"User experience design","score":0.40220001339912415},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.39169999957084656},{"id":"https://openalex.org/keywords/virtual-machine","display_name":"Virtual machine","score":0.38119998574256897}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7527999877929688},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.7398999929428101},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6751999855041504},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.6114000082015991},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5026000142097473},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4961000084877014},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.42160001397132874},{"id":"https://openalex.org/C201025465","wikidata":"https://www.wikidata.org/wiki/Q11248500","display_name":"User experience design","level":2,"score":0.40220001339912415},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.39169999957084656},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.38119998574256897},{"id":"https://openalex.org/C2781039887","wikidata":"https://www.wikidata.org/wiki/Q1391724","display_name":"Factor (programming language)","level":2,"score":0.3808000087738037},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.3785000145435333},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.35670000314712524},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.3474999964237213},{"id":"https://openalex.org/C52970973","wikidata":"https://www.wikidata.org/wiki/Q2497134","display_name":"Adaptive system","level":2,"score":0.33649998903274536},{"id":"https://openalex.org/C102132729","wikidata":"https://www.wikidata.org/wiki/Q1660060","display_name":"Immersive technology","level":3,"score":0.323199987411499},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.31029999256134033},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.30410000681877136},{"id":"https://openalex.org/C67712803","wikidata":"https://www.wikidata.org/wiki/Q7901853","display_name":"User modeling","level":3,"score":0.2989000082015991}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3756884.3766032","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3756884.3766032","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3756884.3766032","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 31st ACM Symposium on Virtual Reality Software and Technology","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:lirmm-05405803v1","is_oa":true,"landing_page_url":"https://hal-lirmm.ccsd.cnrs.fr/lirmm-05405803","pdf_url":null,"source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"VRST 2025 - 31st ACM Symposium on Virtual Reality Software and Technology, Nov 2025, Montreal, Canada. pp.1-11, ⟨10.1145/3756884.3766032⟩","raw_type":"Conference papers"}],"best_oa_location":{"id":"doi:10.1145/3756884.3766032","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3756884.3766032","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3756884.3766032","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 31st ACM Symposium on Virtual Reality Software and Technology","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4417025373.pdf","grobid_xml":"https://content.openalex.org/works/W4417025373.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W1564142471","https://openalex.org/W1598182466","https://openalex.org/W2011167607","https://openalex.org/W2029135043","https://openalex.org/W2031891677","https://openalex.org/W2053694096","https://openalex.org/W2100610688","https://openalex.org/W2126889951","https://openalex.org/W2129066856","https://openalex.org/W2135443847","https://openalex.org/W2151070032","https://openalex.org/W2161477987","https://openalex.org/W2323180518","https://openalex.org/W2513641466","https://openalex.org/W2558331875","https://openalex.org/W2592367803","https://openalex.org/W2619299539","https://openalex.org/W2786803391","https://openalex.org/W2796169680","https://openalex.org/W2942171427","https://openalex.org/W2963034576","https://openalex.org/W2969545571","https://openalex.org/W3002777157","https://openalex.org/W3012025685","https://openalex.org/W3037783384","https://openalex.org/W3046208079","https://openalex.org/W3124353981","https://openalex.org/W3197071098","https://openalex.org/W3199665427","https://openalex.org/W3202072187","https://openalex.org/W3216328473","https://openalex.org/W4210354390","https://openalex.org/W4210702704","https://openalex.org/W4210716541","https://openalex.org/W4226167526","https://openalex.org/W4239907424","https://openalex.org/W4315777869","https://openalex.org/W4399105864","https://openalex.org/W4402401827","https://openalex.org/W4407178470"],"related_works":[],"abstract_inverted_index":{"Recently,":[0],"some":[1],"works":[2],"have":[3],"built":[4],"adaptive":[5,146],"systems":[6,28,61,79,108],"providing":[7],"assistance":[8],"to":[9,38,54,85],"the":[10,22,56,135],"user":[11,63,89,124],"in":[12,94],"virtual":[13],"reality":[14],"(VR),":[15],"with":[16,119],"little":[17],"or":[18],"no":[19],"knowledge":[20],"of":[21,58,76,130,137],"user\u2019s":[23],"task.":[24],"These":[25],"task-blind":[26,59,107,121,138],"help":[27,60,139],"can":[29,80],"influence":[30],"behaviours":[31],"and":[32,83,99,109,148],"exploration":[33],"strategies;":[34],"however,":[35],"their":[36,44,152],"ability":[37],"significantly":[39],"improve":[40],"users\u2019":[41],"performance":[42,117],"on":[43,62],"tasks":[45],"is":[46],"still":[47],"unclear.":[48],"In":[49],"this":[50],"study,":[51],"we":[52],"aim":[53],"clarify":[55],"impact":[57],"performance.":[64],"We":[65],"also":[66],"explore":[67],"two":[68],"avenues":[69],"that":[70],"could":[71],"provide":[72],"a":[73,110,127,142],"better":[74],"understanding":[75],"why":[77],"these":[78],"be":[81],"effective":[82],"interesting":[84],"study.":[86],"Our":[87],"controlled":[88],"study":[90],"involved":[91],"56":[92],"participants":[93],"an":[95],"immersive":[96],"analytics":[97],"environment":[98],"compared":[100],"four":[101],"VR":[102],"help-system":[103],"configurations,":[104],"including":[105],"three":[106],"no-assistance":[111],"baseline.":[112],"Results":[113],"showed":[114],"significant":[115],"task":[116],"improvements":[118],"one":[120],"system,":[122],"highlighting":[123],"control":[125],"as":[126],"key":[128],"factor":[129],"efficiency.":[131],"This":[132],"work":[133],"demonstrates":[134],"potential":[136],"systems,":[140],"offering":[141],"flexible":[143],"framework":[144],"for":[145],"design":[147],"raising":[149],"questions":[150],"about":[151],"broader":[153],"applications.":[154]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-12-05T00:00:00"}