{"id":"https://openalex.org/W4408358769","doi":"https://doi.org/10.1109/tvcg.2025.3549546","title":"Minimalism or Creative Chaos? On the Arrangement and Analysis of Numerous Scatterplots in Immersive 3D Knowledge Spaces","display_name":"Minimalism or Creative Chaos? On the Arrangement and Analysis of Numerous Scatterplots in Immersive 3D Knowledge Spaces","publication_year":2025,"publication_date":"2025-03-12","ids":{"openalex":"https://openalex.org/W4408358769","doi":"https://doi.org/10.1109/tvcg.2025.3549546","pmid":"https://pubmed.ncbi.nlm.nih.gov/40072856"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2025.3549546","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2025.3549546","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088953450","display_name":"Melanie Derksen","orcid":"https://orcid.org/0000-0003-4148-1536"},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Melanie Derksen","raw_affiliation_strings":["TU Dortmund University, Germany"],"affiliations":[{"raw_affiliation_string":"TU Dortmund University, Germany","institution_ids":["https://openalex.org/I200332995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084069506","display_name":"Torsten Kuhlen","orcid":"https://orcid.org/0000-0003-2144-4367"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Torsten Kuhlen","raw_affiliation_strings":["RWTH Aachen University, Germany"],"affiliations":[{"raw_affiliation_string":"RWTH Aachen University, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033450578","display_name":"Mario Botsch","orcid":"https://orcid.org/0000-0001-9954-120X"},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mario Botsch","raw_affiliation_strings":["TU Dortmund University, Germany"],"affiliations":[{"raw_affiliation_string":"TU Dortmund University, Germany","institution_ids":["https://openalex.org/I200332995"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014621511","display_name":"Tim Wei\u00dfker","orcid":"https://orcid.org/0000-0001-9119-811X"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tim Weissker","raw_affiliation_strings":["RWTH Aachen University, Germany"],"affiliations":[{"raw_affiliation_string":"RWTH Aachen University, Germany","institution_ids":["https://openalex.org/I887968799"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5088953450"],"corresponding_institution_ids":["https://openalex.org/I200332995"],"apc_list":null,"apc_paid":null,"fwci":1.2784,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.77635473,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"31","issue":"5","first_page":"3003","last_page":"3013"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10888","display_name":"Augmented Reality Applications","score":0.5343000292778015,"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":0.5343000292778015,"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/computer-science","display_name":"Computer science","score":0.7621878385543823},{"id":"https://openalex.org/keywords/minimalism","display_name":"Minimalism (technical communication)","score":0.7484086751937866},{"id":"https://openalex.org/keywords/chaos","display_name":"CHAOS (operating system)","score":0.6509471535682678},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.5271869897842407},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5157442688941956},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5107231140136719},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4824007749557495},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.40204083919525146},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20561984181404114},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08404552936553955}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7621878385543823},{"id":"https://openalex.org/C88100979","wikidata":"https://www.wikidata.org/wiki/Q6865345","display_name":"Minimalism (technical communication)","level":2,"score":0.7484086751937866},{"id":"https://openalex.org/C2779374083","wikidata":"https://www.wikidata.org/wiki/Q5011038","display_name":"CHAOS (operating system)","level":2,"score":0.6509471535682678},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.5271869897842407},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5157442688941956},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5107231140136719},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4824007749557495},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.40204083919525146},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20561984181404114},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08404552936553955}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tvcg.2025.3549546","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2025.3549546","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:40072856","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40072856","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}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W1976523953","https://openalex.org/W1992497223","https://openalex.org/W1996641819","https://openalex.org/W2002278473","https://openalex.org/W2010712066","https://openalex.org/W2016408951","https://openalex.org/W2023331673","https://openalex.org/W2043523210","https://openalex.org/W2054749727","https://openalex.org/W2069324208","https://openalex.org/W2086092883","https://openalex.org/W2113142330","https://openalex.org/W2130968124","https://openalex.org/W2131132780","https://openalex.org/W2132869195","https://openalex.org/W2141548628","https://openalex.org/W2151905266","https://openalex.org/W2157289187","https://openalex.org/W2163233885","https://openalex.org/W2342688137","https://openalex.org/W2380489056","https://openalex.org/W2543511994","https://openalex.org/W2559487446","https://openalex.org/W2752662042","https://openalex.org/W2763898432","https://openalex.org/W2803959925","https://openalex.org/W2807224869","https://openalex.org/W2808855394","https://openalex.org/W2828930575","https://openalex.org/W2883208037","https://openalex.org/W2889386126","https://openalex.org/W2889457194","https://openalex.org/W2903472678","https://openalex.org/W2933603445","https://openalex.org/W2939420974","https://openalex.org/W2940769578","https://openalex.org/W2967066275","https://openalex.org/W2970548164","https://openalex.org/W2973158165","https://openalex.org/W3024237100","https://openalex.org/W3042560235","https://openalex.org/W3097072607","https://openalex.org/W3162709446","https://openalex.org/W3216093526","https://openalex.org/W4205511608","https://openalex.org/W4255043767","https://openalex.org/W4297970676","https://openalex.org/W4299627282","https://openalex.org/W4302293800","https://openalex.org/W4308990698","https://openalex.org/W4366547397","https://openalex.org/W4389296563","https://openalex.org/W4406276723","https://openalex.org/W6625375776","https://openalex.org/W6629611182","https://openalex.org/W6737684025","https://openalex.org/W6738730986","https://openalex.org/W6755897766","https://openalex.org/W6763728259"],"related_works":["https://openalex.org/W2013728941","https://openalex.org/W4225274103","https://openalex.org/W2154046714","https://openalex.org/W2189613078","https://openalex.org/W2579659702","https://openalex.org/W2923661510","https://openalex.org/W1574055964","https://openalex.org/W1965329638","https://openalex.org/W2542318691","https://openalex.org/W3160708108"],"abstract_inverted_index":{"Working":[0],"with":[1,46,114,134,156],"scatterplots":[2,52,80,218],"is":[3],"a":[4,82,127,130,140,143,148,153,175],"classic":[5],"everyday":[6],"task":[7,201],"for":[8,212],"data":[9],"analysts,":[10],"which":[11],"gets":[12],"increasingly":[13],"complex":[14],"the":[15,25,47,54,64,71,100,161,182,185,191,200,205,214],"more":[16,34],"plots":[17,33,101,170],"are":[18,38],"required":[19],"to":[20,49,74,98,106,198],"form":[21],"an":[22,123,172,208],"understanding":[23],"of":[24,66,117,184,207,217],"underlying":[26],"data.":[27],"To":[28],"help":[29],"analysts":[30],"retrieve":[31,78],"relevant":[32],"quickly":[35,75],"when":[36],"they":[37],"needed,":[39],"immersive":[40],"virtual":[41,68,149],"environments":[42,69],"(iVEs)":[43],"provide":[44],"them":[45,113],"option":[48],"freely":[50,102],"arrange":[51],"in":[53,92,103,167,219],"3D":[55],"space":[56,104],"around":[57],"them.":[58],"In":[59],"this":[60],"paper,":[61],"we":[62],"investigate":[63],"impact":[65,177],"different":[67,88],"on":[70,178,190],"users'":[72],"ability":[73],"find":[76],"and":[77,142,163,203],"individual":[79,192],"from":[81,152],"larger":[83],"collection.":[84],"We":[85,188],"tested":[86],"three":[87],"scenarios,":[89],"all":[90],"having":[91],"common":[93],"that":[94,160,195],"users":[95,165],"were":[96],"able":[97],"position":[99],"according":[105],"their":[107,169],"own":[108],"needs,":[109],"but":[110],"each":[111],"providing":[112],"varying":[115],"numbers":[116],"landmarks":[118,145],"serving":[119],"as":[120,126],"visual":[121,137],"cues:":[122],"Empty":[124],"scene":[125],"baseline":[128],"condition,":[129],"single":[131],"landmark":[132],"condition":[133,146],"one":[135],"prominent":[136],"cue":[138],"being":[139,147],"Desk,":[141],"multiple":[144],"Office.":[150],"Results":[151],"between-subject":[154],"investigation":[155],"45":[157],"participants":[158,196],"indicate":[159],"time":[162],"effort":[164],"invest":[166],"arranging":[168],"within":[171],"iVE":[173,186],"had":[174],"greater":[176],"memory":[179],"performance":[180],"than":[181],"design":[183],"itself.":[187],"report":[189],"arrangement":[193,210],"strategies":[194],"used":[197],"solve":[199],"effectively":[202],"underline":[204],"importance":[206],"active":[209],"phase":[211],"supporting":[213],"spatial":[215],"memorization":[216],"iVEs.":[220]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}