{"id":"https://openalex.org/W4286210877","doi":"https://doi.org/10.1109/tvcg.2022.3192364","title":"Visual Cue Effects on a Classification Accuracy Estimation Task in Immersive Scatterplots","display_name":"Visual Cue Effects on a Classification Accuracy Estimation Task in Immersive Scatterplots","publication_year":2022,"publication_date":"2022-07-20","ids":{"openalex":"https://openalex.org/W4286210877","doi":"https://doi.org/10.1109/tvcg.2022.3192364","pmid":"https://pubmed.ncbi.nlm.nih.gov/35857736"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2022.3192364","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2022.3192364","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/A5019781916","display_name":"Fumeng Yang","orcid":"https://orcid.org/0000-0002-8401-2580"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Fumeng Yang","raw_affiliation_strings":["Northwestern University, Evanston, IL, USA"],"affiliations":[{"raw_affiliation_string":"Northwestern University, Evanston, IL, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070975377","display_name":"James Tompkin","orcid":"https://orcid.org/0000-0003-2218-2899"},"institutions":[{"id":"https://openalex.org/I27804330","display_name":"Brown University","ror":"https://ror.org/05gq02987","country_code":"US","type":"education","lineage":["https://openalex.org/I27804330"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James Tompkin","raw_affiliation_strings":["Department of Computer Science, Brown University, Providence, RI, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Brown University, Providence, RI, USA","institution_ids":["https://openalex.org/I27804330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087146581","display_name":"Lane Harrison","orcid":"https://orcid.org/0000-0003-3029-2799"},"institutions":[{"id":"https://openalex.org/I107077323","display_name":"Worcester Polytechnic Institute","ror":"https://ror.org/05ejpqr48","country_code":"US","type":"education","lineage":["https://openalex.org/I107077323"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lane Harrison","raw_affiliation_strings":["Department of Computer Science, Worcester Polytechnic Institute, Worcester, MA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Worcester Polytechnic Institute, Worcester, MA, USA","institution_ids":["https://openalex.org/I107077323"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030179454","display_name":"David H. Laidlaw","orcid":"https://orcid.org/0000-0002-3411-7376"},"institutions":[{"id":"https://openalex.org/I27804330","display_name":"Brown University","ror":"https://ror.org/05gq02987","country_code":"US","type":"education","lineage":["https://openalex.org/I27804330"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David H. Laidlaw","raw_affiliation_strings":["Department of Computer Science, Brown University, Providence, RI, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Brown University, Providence, RI, USA","institution_ids":["https://openalex.org/I27804330"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5019781916"],"corresponding_institution_ids":["https://openalex.org/I111979921"],"apc_list":null,"apc_paid":null,"fwci":0.4026,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.58758083,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"29","issue":"12","first_page":"4858","last_page":"4873"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9873999953269958,"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":0.9873999953269958,"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/T10427","display_name":"Visual perception and processing mechanisms","score":0.9333999752998352,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12650","display_name":"Aesthetic Perception and Analysis","score":0.9043999910354614,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8115431666374207},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6542428731918335},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6447864770889282},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.6183801293373108},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5080094337463379},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.4413948059082031},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4412965178489685},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4028377830982208},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.3821011483669281}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8115431666374207},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6542428731918335},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6447864770889282},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.6183801293373108},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5080094337463379},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.4413948059082031},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4412965178489685},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4028377830982208},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.3821011483669281},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tvcg.2022.3192364","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2022.3192364","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:35857736","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35857736","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":[{"id":"https://openalex.org/G3422882611","display_name":null,"funder_award_id":"IIS-2107409","funder_id":"https://openalex.org/F4320335353","funder_display_name":"National Science Foundation of Sri Lanka"},{"id":"https://openalex.org/G6093102107","display_name":null,"funder_award_id":"2127309","funder_id":"https://openalex.org/F4320335353","funder_display_name":"National Science Foundation of Sri Lanka"}],"funders":[{"id":"https://openalex.org/F4320309480","display_name":"Nvidia","ror":"https://ror.org/03jdj4y14"},{"id":"https://openalex.org/F4320335353","display_name":"National Science Foundation of Sri Lanka","ror":"https://ror.org/010xaa060"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":125,"referenced_works":["https://openalex.org/W176201993","https://openalex.org/W388780593","https://openalex.org/W577045148","https://openalex.org/W1486999524","https://openalex.org/W1498615718","https://openalex.org/W1525961042","https://openalex.org/W1529159576","https://openalex.org/W1536158975","https://openalex.org/W1596521235","https://openalex.org/W1605183721","https://openalex.org/W1827848544","https://openalex.org/W1965555277","https://openalex.org/W1968379509","https://openalex.org/W1974502051","https://openalex.org/W1975640758","https://openalex.org/W1976682704","https://openalex.org/W1979741733","https://openalex.org/W1986123980","https://openalex.org/W1993040364","https://openalex.org/W1998026234","https://openalex.org/W1999124818","https://openalex.org/W2005931737","https://openalex.org/W2006543711","https://openalex.org/W2007165206","https://openalex.org/W2011429204","https://openalex.org/W2014289115","https://openalex.org/W2015755066","https://openalex.org/W2016408951","https://openalex.org/W2026405519","https://openalex.org/W2027485835","https://openalex.org/W2033806887","https://openalex.org/W2035701280","https://openalex.org/W2039175966","https://openalex.org/W2041535199","https://openalex.org/W2046297486","https://openalex.org/W2046532281","https://openalex.org/W2053826520","https://openalex.org/W2055447045","https://openalex.org/W2057753721","https://openalex.org/W2060565253","https://openalex.org/W2065249407","https://openalex.org/W2072783906","https://openalex.org/W2073082317","https://openalex.org/W2092258559","https://openalex.org/W2097698118","https://openalex.org/W2103573098","https://openalex.org/W2105090664","https://openalex.org/W2109884388","https://openalex.org/W2111949755","https://openalex.org/W2112179747","https://openalex.org/W2115078369","https://openalex.org/W2115977463","https://openalex.org/W2116180259","https://openalex.org/W2122993881","https://openalex.org/W2123564800","https://openalex.org/W2134415276","https://openalex.org/W2141569192","https://openalex.org/W2142370022","https://openalex.org/W2144725324","https://openalex.org/W2150324076","https://openalex.org/W2155822698","https://openalex.org/W2157833761","https://openalex.org/W2158435382","https://openalex.org/W2161381700","https://openalex.org/W2163233885","https://openalex.org/W2163962146","https://openalex.org/W2163965546","https://openalex.org/W2171366442","https://openalex.org/W2194775991","https://openalex.org/W2209647458","https://openalex.org/W2295177298","https://openalex.org/W2300653232","https://openalex.org/W2345215667","https://openalex.org/W2346670995","https://openalex.org/W2399935395","https://openalex.org/W2416272719","https://openalex.org/W2512304460","https://openalex.org/W2543511994","https://openalex.org/W2546492340","https://openalex.org/W2546929464","https://openalex.org/W2549327495","https://openalex.org/W2559738480","https://openalex.org/W2590401502","https://openalex.org/W2593590346","https://openalex.org/W2607223307","https://openalex.org/W2610962473","https://openalex.org/W2620951024","https://openalex.org/W2732036031","https://openalex.org/W2749069611","https://openalex.org/W2750384547","https://openalex.org/W2751503718","https://openalex.org/W2752662042","https://openalex.org/W2770343596","https://openalex.org/W2786672974","https://openalex.org/W2828930575","https://openalex.org/W2888068719","https://openalex.org/W2888449044","https://openalex.org/W2888655950","https://openalex.org/W2889098203","https://openalex.org/W2889457194","https://openalex.org/W2890570810","https://openalex.org/W2896558876","https://openalex.org/W2941406686","https://openalex.org/W2965398489","https://openalex.org/W2970548164","https://openalex.org/W2973158165","https://openalex.org/W2974913854","https://openalex.org/W3081384039","https://openalex.org/W3094137687","https://openalex.org/W3124353981","https://openalex.org/W4243632115","https://openalex.org/W4251937249","https://openalex.org/W4254127299","https://openalex.org/W4399581140","https://openalex.org/W6604883467","https://openalex.org/W6631399359","https://openalex.org/W6636708054","https://openalex.org/W6688086495","https://openalex.org/W6713041122","https://openalex.org/W6734652200","https://openalex.org/W6738730986","https://openalex.org/W6743688258","https://openalex.org/W6748816842","https://openalex.org/W6758648141","https://openalex.org/W6803061418"],"related_works":["https://openalex.org/W2362367986","https://openalex.org/W348707231","https://openalex.org/W2571228289","https://openalex.org/W2064719069","https://openalex.org/W3041760129","https://openalex.org/W4225274103","https://openalex.org/W2013728941","https://openalex.org/W2154046714","https://openalex.org/W2579659702","https://openalex.org/W2189613078"],"abstract_inverted_index":{"Immersive":[0],"visualization":[1],"in":[2,14,67,103,159,197],"virtual":[3],"reality":[4],"(VR)":[5],"allows":[6],"us":[7],"to":[8,144,192],"exploit":[9],"visual":[10,26,46,91,129,152,195],"cues":[11,108,119,153,196],"for":[12],"perception":[13,158],"3D":[15],"space,":[16],"yet":[17],"few":[18],"existing":[19],"studies":[20],"have":[21],"measured":[22],"the":[23,72,81,89,101,178,194],"effects":[24,92],"of":[25,45,56,75,190],"cues.":[27],"Across":[28],"a":[29,33,60,64,133,139,181],"desktop":[30],"monitor":[31],"and":[32,52,93],"head-mounted":[34],"display":[35],"(HMD),":[36],"we":[37,87,186],"assessed":[38],"scatterplot":[39],"designs":[40],"which":[41,68],"vary":[42],"their":[43],"use":[44,193],"cues-motion,":[47],"shading,":[48],"perspective":[49],"(graphical":[50],"projection),":[51],"dimensionality-on":[53],"two":[54],"sets":[55],"data.":[57,169],"We":[58,148],"conducted":[59],"user":[61],"study":[62],"with":[63],"summary":[65],"task":[66],"32":[69],"participants":[70,174],"estimated":[71],"classification":[73],"accuracy":[74],"an":[76,126],"artificial":[77],"neural":[78],"network":[79],"from":[80,180],"scatterplots.":[82],"With":[83],"Bayesian":[84],"multilevel":[85],"modeling,":[86],"capture":[88],"intricate":[90],"find":[94],"that":[95,150],"no":[96],"cue":[97],"alone":[98],"explains":[99],"all":[100],"variance":[102],"estimation":[104,112,123],"error.":[105,124],"Visual":[106],"motion":[107,130],"generally":[109],"reduce":[110],"participants'":[111,122],"error;":[113],"besides":[114],"this":[115],"motion,":[116],"using":[117],"other":[118],"may":[120,154],"increase":[121],"Using":[125],"HMD,":[127],"adding":[128],"cues,":[131],"providing":[132],"third":[134],"data":[135],"dimension,":[136],"or":[137],"showing":[138],"more":[140],"complicated":[141,182],"dataset":[142],"leads":[143],"longer":[145],"response":[146],"times.":[147],"speculate":[149],"most":[151],"not":[155],"strongly":[156],"affect":[157],"immersive":[160,198],"analytics":[161],"unless":[162],"they":[163,176],"change":[164],"people's":[165],"mental":[166],"model":[167],"about":[168],"In":[170],"summary,":[171],"by":[172],"studying":[173],"as":[175],"interpret":[177],"output":[179],"machine":[183],"learning":[184],"model,":[185],"advance":[187],"our":[188],"understanding":[189],"how":[191],"analytics.":[199]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}