{"id":"https://openalex.org/W4416798313","doi":"https://doi.org/10.1109/tvcg.2025.3634631","title":"Running with Data: A Survey of the Current Research and a Design Exploration of Future Immersive Visualisations","display_name":"Running with Data: A Survey of the Current Research and a Design Exploration of Future Immersive Visualisations","publication_year":2025,"publication_date":"2025-11-28","ids":{"openalex":"https://openalex.org/W4416798313","doi":"https://doi.org/10.1109/tvcg.2025.3634631","pmid":"https://pubmed.ncbi.nlm.nih.gov/41313705"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2025.3634631","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2025.3634631","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"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 Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-05505702","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100413580","display_name":"Ang Li","orcid":"https://orcid.org/0000-0001-7707-0494"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ang Li","raw_affiliation_strings":["University of Queensland, Australia"],"raw_orcid":"https://orcid.org/0000-0001-7707-0494","affiliations":[{"raw_affiliation_string":"University of Queensland, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001649622","display_name":"Charles P\u00e9rin","orcid":"https://orcid.org/0000-0002-7324-9363"},"institutions":[{"id":"https://openalex.org/I212119943","display_name":"University of Victoria","ror":"https://ror.org/04s5mat29","country_code":"CA","type":"education","lineage":["https://openalex.org/I212119943"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Charles Perin","raw_affiliation_strings":["University of Victoria, Canada"],"raw_orcid":"https://orcid.org/0000-0002-7324-9363","affiliations":[{"raw_affiliation_string":"University of Victoria, Canada","institution_ids":["https://openalex.org/I212119943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052565959","display_name":"Gianluca Demartini","orcid":"https://orcid.org/0000-0002-7311-3693"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Gianluca Demartini","raw_affiliation_strings":["University of Queensland, Australia"],"raw_orcid":"https://orcid.org/0000-0002-7311-3693","affiliations":[{"raw_affiliation_string":"University of Queensland, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043779815","display_name":"Stephen Viller","orcid":"https://orcid.org/0000-0003-1954-5441"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Stephen Viller","raw_affiliation_strings":["University of Queensland, Australia"],"raw_orcid":"https://orcid.org/0000-0003-1954-5441","affiliations":[{"raw_affiliation_string":"University of Queensland, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014071324","display_name":"Jarrod Knibbe","orcid":"https://orcid.org/0000-0002-8844-8576"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jarrod Knibbe","raw_affiliation_strings":["University of Queensland, Australia"],"raw_orcid":"https://orcid.org/0000-0002-8844-8576","affiliations":[{"raw_affiliation_string":"University of Queensland, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5120437437","display_name":"Maxime Cordei","orcid":null},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Maxime Cordeil","raw_affiliation_strings":["University of Queensland, Australia"],"raw_orcid":"https://orcid.org/0000-0002-9732-4874","affiliations":[{"raw_affiliation_string":"University of Queensland, Australia","institution_ids":["https://openalex.org/I165143802"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.32983838,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"32","issue":"1","first_page":"1076","last_page":"1086"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.6578999757766724,"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/T10799","display_name":"Data Visualization and Analytics","score":0.6578999757766724,"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/T10803","display_name":"Innovative Human-Technology Interaction","score":0.16979999840259552,"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/T10789","display_name":"Interactive and Immersive Displays","score":0.0843999981880188,"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/visualization","display_name":"Visualization","score":0.6863999962806702},{"id":"https://openalex.org/keywords/augmented-reality","display_name":"Augmented reality","score":0.5611000061035156},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5591999888420105},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.5458999872207642},{"id":"https://openalex.org/keywords/smartwatch","display_name":"Smartwatch","score":0.5194000005722046},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5080000162124634},{"id":"https://openalex.org/keywords/phone","display_name":"Phone","score":0.4115999937057495},{"id":"https://openalex.org/keywords/data-exploration","display_name":"Data exploration","score":0.35589998960494995}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7161999940872192},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.7103999853134155},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6863999962806702},{"id":"https://openalex.org/C153715457","wikidata":"https://www.wikidata.org/wiki/Q254183","display_name":"Augmented reality","level":2,"score":0.5611000061035156},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5591999888420105},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.5458999872207642},{"id":"https://openalex.org/C29794715","wikidata":"https://www.wikidata.org/wiki/Q5362345","display_name":"Smartwatch","level":3,"score":0.5194000005722046},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5080000162124634},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.4275999963283539},{"id":"https://openalex.org/C2778707766","wikidata":"https://www.wikidata.org/wiki/Q202064","display_name":"Phone","level":2,"score":0.4115999937057495},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3666999936103821},{"id":"https://openalex.org/C2780977526","wikidata":"https://www.wikidata.org/wiki/Q42417149","display_name":"Data exploration","level":3,"score":0.35589998960494995},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.3479999899864197},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.33820000290870667},{"id":"https://openalex.org/C13854087","wikidata":"https://www.wikidata.org/wiki/Q1061656","display_name":"Interaction design","level":2,"score":0.3328000009059906},{"id":"https://openalex.org/C201025465","wikidata":"https://www.wikidata.org/wiki/Q11248500","display_name":"User experience design","level":2,"score":0.3278999924659729},{"id":"https://openalex.org/C2777421447","wikidata":"https://www.wikidata.org/wiki/Q17517","display_name":"Mobile phone","level":2,"score":0.32739999890327454},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.32589998841285706},{"id":"https://openalex.org/C64073096","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Interactive visualization","level":3,"score":0.3255000114440918},{"id":"https://openalex.org/C207267971","wikidata":"https://www.wikidata.org/wiki/Q120208","display_name":"Emerging technologies","level":2,"score":0.29820001125335693},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.2897999882698059},{"id":"https://openalex.org/C72568745","wikidata":"https://www.wikidata.org/wiki/Q12812953","display_name":"Human-centered computing","level":3,"score":0.2784000039100647},{"id":"https://openalex.org/C148043351","wikidata":"https://www.wikidata.org/wiki/Q4456944","display_name":"Current (fluid)","level":2,"score":0.25360000133514404}],"mesh":[{"descriptor_ui":"D000076142","descriptor_name":"Virtual Reality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076142","descriptor_name":"Virtual Reality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000081411","descriptor_name":"Augmented Reality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000081411","descriptor_name":"Augmented Reality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003196","descriptor_name":"Computer Graphics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003196","descriptor_name":"Computer Graphics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012420","descriptor_name":"Running","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D012420","descriptor_name":"Running","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D014584","descriptor_name":"User-Computer Interface","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014584","descriptor_name":"User-Computer Interface","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1109/tvcg.2025.3634631","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2025.3634631","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"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 Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},{"id":"pmid:41313705","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41313705","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on visualization and computer graphics","raw_type":null},{"id":"pmh:oai:HAL:hal-05505702v1","is_oa":true,"landing_page_url":"https://hal.science/hal-05505702","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"IEEE Transactions on Visualization and Computer Graphics, 2026","raw_type":"Journal articles"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-05505702v1","is_oa":true,"landing_page_url":"https://hal.science/hal-05505702","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"IEEE Transactions on Visualization and Computer Graphics, 2026","raw_type":"Journal articles"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":78,"referenced_works":["https://openalex.org/W1527042183","https://openalex.org/W1554788553","https://openalex.org/W1925756208","https://openalex.org/W1964599697","https://openalex.org/W1974899083","https://openalex.org/W1975543330","https://openalex.org/W1985945576","https://openalex.org/W1987644544","https://openalex.org/W1989298140","https://openalex.org/W2017354413","https://openalex.org/W2019006181","https://openalex.org/W2021684202","https://openalex.org/W2030298336","https://openalex.org/W2037753098","https://openalex.org/W2051593760","https://openalex.org/W2066066736","https://openalex.org/W2066723748","https://openalex.org/W2106369625","https://openalex.org/W2106687164","https://openalex.org/W2107488914","https://openalex.org/W2113857264","https://openalex.org/W2120892683","https://openalex.org/W2122191995","https://openalex.org/W2122773996","https://openalex.org/W2129343065","https://openalex.org/W2130686260","https://openalex.org/W2140359420","https://openalex.org/W2140714950","https://openalex.org/W2165856730","https://openalex.org/W2168423131","https://openalex.org/W2171581681","https://openalex.org/W2189371690","https://openalex.org/W2342405812","https://openalex.org/W2345395851","https://openalex.org/W2465291648","https://openalex.org/W2507517175","https://openalex.org/W2509840104","https://openalex.org/W2519066956","https://openalex.org/W2568350657","https://openalex.org/W2622039345","https://openalex.org/W2761891148","https://openalex.org/W2766823279","https://openalex.org/W2783598713","https://openalex.org/W2792430438","https://openalex.org/W2853934102","https://openalex.org/W2888584406","https://openalex.org/W2894270948","https://openalex.org/W2897313204","https://openalex.org/W2940640317","https://openalex.org/W2944846084","https://openalex.org/W2967066275","https://openalex.org/W2967956945","https://openalex.org/W2980956911","https://openalex.org/W3097504787","https://openalex.org/W3106924857","https://openalex.org/W3127451197","https://openalex.org/W3127796268","https://openalex.org/W3135365946","https://openalex.org/W3162777344","https://openalex.org/W3163413800","https://openalex.org/W3199749329","https://openalex.org/W4224275168","https://openalex.org/W4226343204","https://openalex.org/W4230275437","https://openalex.org/W4247727020","https://openalex.org/W4283211926","https://openalex.org/W4308152954","https://openalex.org/W4319837314","https://openalex.org/W4380520404","https://openalex.org/W4387349256","https://openalex.org/W4389296616","https://openalex.org/W4391128629","https://openalex.org/W4392248115","https://openalex.org/W4392405402","https://openalex.org/W4396839072","https://openalex.org/W4404915306","https://openalex.org/W4404915309","https://openalex.org/W4410681938"],"related_works":[],"abstract_inverted_index":{"This":[0],"work":[1],"investigates":[2],"the":[3,19,63,84,101],"current":[4],"research":[5],"on":[6,71],"in-situ":[7,42],"visualisations":[8,11,60,70,91,126,170],"for":[9,124,141,166,174],"running:":[10],"about":[12],"data":[13,99],"that":[14,97,135,144,152],"are":[15],"referred":[16],"to":[17],"during":[18],"running":[20,43,125,169],"activity.":[21],"We":[22,105,133],"analyse":[23],"47":[24],"papers":[25],"from":[26,57],"33":[27],"Human-Computer":[28],"Interaction":[29],"and":[30,33,127,149,171],"Visualisation":[31],"venues":[32],"identify":[34],"six":[35],"dimensions":[36],"of":[37,41,47,113,163],"a":[38,55,72,75,111,138,161],"design":[39,49,122,164],"space":[40,50,64,85],"visualisations.":[44],"Our":[45],"analysis":[46],"this":[48,107],"highlights":[51],"an":[52],"emerging":[53],"trend:":[54],"shift":[56],"on-body,":[58],"peripersonal":[59],"(i.e.,":[61,82],"in":[62,83,92,100,119],"within":[65],"direct":[66],"reach,":[67,88],"such":[68,89],"as":[69,90],"smartwatch":[73],"or":[74],"mobile":[76],"phone":[77],"display)":[78],"towards":[79],"extrapersonal":[80],"displays":[81],"beyond":[86,129],"immediate":[87],"immersive":[93,168],"augmented":[94],"reality":[95],"displays)":[96],"integrate":[98,154],"runner's":[102],"surrounding":[103],"environment.":[104],"explore":[106],"opportunity":[108],"by":[109],"conducting":[110],"series":[112],"workshops":[114],"with":[115,155],"10":[116],"active":[117],"runners":[118,136],"total,":[120],"eliciting":[121],"concepts":[123],"interactions":[128],"conventional":[130],"2D":[131],"displays.":[132],"find":[134],"show":[137],"strong":[139],"interest":[140],"visualisation":[142],"designs":[143],"favour":[145],"more":[146],"context-aware,":[147],"interactive,":[148],"unobtrusive":[150],"experiences":[151],"seamlessly":[153],"their":[156],"run.":[157],"These":[158],"findings":[159],"inform":[160],"set":[162],"considerations":[165],"future":[167],"highlight":[172],"directions":[173],"further":[175],"research.":[176]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-11-28T00:00:00"}