{"id":"https://openalex.org/W3108786728","doi":"https://doi.org/10.3390/informatics7040053","title":"Understanding the Role of Visualizations on Decision Making: A Study on Working Memory","display_name":"Understanding the Role of Visualizations on Decision Making: A Study on Working Memory","publication_year":2020,"publication_date":"2020-11-26","ids":{"openalex":"https://openalex.org/W3108786728","doi":"https://doi.org/10.3390/informatics7040053","mag":"3108786728"},"language":"en","primary_location":{"id":"doi:10.3390/informatics7040053","is_oa":true,"landing_page_url":"https://doi.org/10.3390/informatics7040053","pdf_url":null,"source":{"id":"https://openalex.org/S2738238905","display_name":"Informatics","issn_l":"2227-9709","issn":["2227-9709"],"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":"Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3390/informatics7040053","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100654454","display_name":"Sung-Hee Kim","orcid":"https://orcid.org/0000-0002-9716-8349"},"institutions":[{"id":"https://openalex.org/I204974687","display_name":"Dong-Eui University","ror":"https://ror.org/059g69b28","country_code":"KR","type":"education","lineage":["https://openalex.org/I204974687"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Sung-Hee Kim","raw_affiliation_strings":["Department of ICT Industrial Engineering, Dong-Eui University, Busan 47340, Korea"],"affiliations":[{"raw_affiliation_string":"Department of ICT Industrial Engineering, Dong-Eui University, Busan 47340, Korea","institution_ids":["https://openalex.org/I204974687"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100654454"],"corresponding_institution_ids":["https://openalex.org/I204974687"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":0.4907,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.67078866,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"7","issue":"4","first_page":"53","last_page":"53"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9987000226974487,"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":0.9987000226974487,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9682999849319458,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10525","display_name":"Human-Automation Interaction and Safety","score":0.9298999905586243,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7315802574157715},{"id":"https://openalex.org/keywords/decision-quality","display_name":"Decision quality","score":0.7216196060180664},{"id":"https://openalex.org/keywords/working-memory","display_name":"Working memory","score":0.6695296168327332},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5890728831291199},{"id":"https://openalex.org/keywords/crowdsourcing","display_name":"Crowdsourcing","score":0.5253640413284302},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5084192156791687},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.42541757225990295},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.41774463653564453},{"id":"https://openalex.org/keywords/sorting","display_name":"Sorting","score":0.411630243062973},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.4026762843132019},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.368313193321228},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32198527455329895},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2373124361038208},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.22779932618141174},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.08727359771728516}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7315802574157715},{"id":"https://openalex.org/C2779351106","wikidata":"https://www.wikidata.org/wiki/Q24965456","display_name":"Decision quality","level":3,"score":0.7216196060180664},{"id":"https://openalex.org/C21963081","wikidata":"https://www.wikidata.org/wiki/Q11337567","display_name":"Working memory","level":3,"score":0.6695296168327332},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5890728831291199},{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.5253640413284302},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5084192156791687},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.42541757225990295},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.41774463653564453},{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.411630243062973},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.4026762843132019},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.368313193321228},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32198527455329895},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2373124361038208},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.22779932618141174},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.08727359771728516},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C57035238","wikidata":"https://www.wikidata.org/wiki/Q16938583","display_name":"Team effectiveness","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/informatics7040053","is_oa":true,"landing_page_url":"https://doi.org/10.3390/informatics7040053","pdf_url":null,"source":{"id":"https://openalex.org/S2738238905","display_name":"Informatics","issn_l":"2227-9709","issn":["2227-9709"],"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":"Informatics","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:2a06ce99d9a8441abfe07175367eddd4","is_oa":true,"landing_page_url":"https://doaj.org/article/2a06ce99d9a8441abfe07175367eddd4","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Informatics, Vol 7, Iss 4, p 53 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2227-9709/7/4/53/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/informatics7040053","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":"Informatics; Volume 7; Issue 4; Pages: 53","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/informatics7040053","is_oa":true,"landing_page_url":"https://doi.org/10.3390/informatics7040053","pdf_url":null,"source":{"id":"https://openalex.org/S2738238905","display_name":"Informatics","issn_l":"2227-9709","issn":["2227-9709"],"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":"Informatics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.7799999713897705,"id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G4079883281","display_name":null,"funder_award_id":"2019R1C1C1005508","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W534311","https://openalex.org/W1545766451","https://openalex.org/W1840557278","https://openalex.org/W1952173784","https://openalex.org/W1965340718","https://openalex.org/W1971781829","https://openalex.org/W1976160686","https://openalex.org/W1986906778","https://openalex.org/W1998377565","https://openalex.org/W2025264833","https://openalex.org/W2050427657","https://openalex.org/W2053229400","https://openalex.org/W2054901814","https://openalex.org/W2056092245","https://openalex.org/W2058072323","https://openalex.org/W2058288478","https://openalex.org/W2060602081","https://openalex.org/W2069266228","https://openalex.org/W2072889183","https://openalex.org/W2093289017","https://openalex.org/W2101853564","https://openalex.org/W2112397756","https://openalex.org/W2112577343","https://openalex.org/W2115556748","https://openalex.org/W2117470435","https://openalex.org/W2121001250","https://openalex.org/W2123370049","https://openalex.org/W2129552036","https://openalex.org/W2129815685","https://openalex.org/W2134066710","https://openalex.org/W2135799691","https://openalex.org/W2139913331","https://openalex.org/W2144024567","https://openalex.org/W2148962857","https://openalex.org/W2151270613","https://openalex.org/W2155648416","https://openalex.org/W2156349886","https://openalex.org/W2168440500","https://openalex.org/W2327282776","https://openalex.org/W2403662162","https://openalex.org/W2416706131","https://openalex.org/W2506768821","https://openalex.org/W2559446857","https://openalex.org/W2591673470","https://openalex.org/W2768161208","https://openalex.org/W2792949944","https://openalex.org/W2886007173","https://openalex.org/W2888491142","https://openalex.org/W2898681128","https://openalex.org/W2969292277","https://openalex.org/W3014936749","https://openalex.org/W3023885846","https://openalex.org/W3122239093","https://openalex.org/W3122516274","https://openalex.org/W3122997370","https://openalex.org/W4238927122","https://openalex.org/W4240553276","https://openalex.org/W4256101455","https://openalex.org/W6749444390","https://openalex.org/W6755537390"],"related_works":["https://openalex.org/W3032998312","https://openalex.org/W135177976","https://openalex.org/W4384486036","https://openalex.org/W1503094549","https://openalex.org/W2337920774","https://openalex.org/W4286908577","https://openalex.org/W2886410948","https://openalex.org/W2025875869","https://openalex.org/W4318823662","https://openalex.org/W3207526114"],"abstract_inverted_index":{"The":[0,154,181],"use":[1],"of":[2,28,31,38,48,61,67,71,101,161,215],"data":[3],"visualization":[4],"is":[5,9,23,54],"increasing;":[6],"however,":[7],"there":[8],"little":[10],"empirical":[11],"explanation":[12],"for":[13],"how":[14,116],"it":[15],"supports":[16],"users.":[17],"Our":[18],"goal":[19],"in":[20,34,69,213,236],"this":[21],"paper":[22],"to":[24,44,57,95,114,147,176,201,222],"deepen":[25],"our":[26],"understanding":[27],"the":[29,46,49,59,62,99,120,126,131,150,178,184,203,243],"role":[30,47],"interactive":[32],"visualizations":[33],"a":[35,55,86,102,108,137,144,159,170],"particular":[36],"context":[37],"decision":[39,91,179,216],"making.":[40],"Specifically,":[41],"we":[42,106],"attempt":[43],"understand":[45,58,115],"working":[50,104,117,134,193,224],"memory":[51,135,194,225],"system,":[52],"which":[53,237],"concept":[56],"mechanism":[60],"processing":[63],"and":[64,79,164],"temporary":[65],"storage":[66],"information":[68],"variety":[70],"cognitive":[72],"tasks.":[73],"We":[74,129,218],"compared":[75],"two":[76],"interfaces,":[77],"SimulSort":[78,113,209],"its":[80],"non-visual":[81],"counterpart":[82],"Typical":[83,199,211],"Sorting,":[84],"with":[85,136,158,198],"multi-attribute":[87,204],"decision-making":[88,152,205],"problem.":[89],"Because":[90],"outcomes":[92],"are":[93],"known":[94,139],"be":[96],"affected":[97],"by":[98,142,227],"limitations":[100],"person\u2019s":[103],"memory,":[105,118],"conducted":[107,157],"crowdsourcing-based":[109],"user":[110],"study":[111],"using":[112,127,169,188],"especially":[119],"phonological":[121],"loop,":[122],"can":[123],"benefit":[124],"from":[125],"visualizations.":[128],"examined":[130],"impact":[132],"on":[133,233],"well":[138],"dual-task":[140],"methodology":[141],"designing":[143],"concurrent":[145],"task":[146,206,232],"tap":[148],"into":[149],"main":[151],"task.":[153],"experiment":[155],"was":[156,174],"total":[160],"137":[162],"participants":[163,190],"an":[165,229],"ordered":[166],"logistic":[167],"regression":[168],"proportional":[171],"odds":[172],"model":[173],"applied":[175],"analyze":[177],"quality.":[180,217],"results":[182],"supported":[183],"hypothesis":[185],"that":[186],"when":[187],"SimulSort,":[189],"required":[191,197],"less":[192,240],"than":[195],"they":[196],"Sorting":[200,212],"accomplish":[202],"even":[207],"though":[208],"outperformed":[210],"terms":[214],"also":[219],"provide":[220],"methodologies":[221],"conduct":[223],"studies":[226],"implementing":[228],"articulatory":[230],"suppression":[231],"crowdsourcing":[234],"platforms":[235],"experimenters":[238],"have":[239],"control":[241],"over":[242],"participants.":[244]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-03-23T07:41:27.035349","created_date":"2025-10-10T00:00:00"}
