{"id":"https://openalex.org/W2044988964","doi":"https://doi.org/10.1109/tvcg.2012.279","title":"Visual Semiotics & Uncertainty Visualization: An Empirical Study","display_name":"Visual Semiotics & Uncertainty Visualization: An Empirical Study","publication_year":2012,"publication_date":"2012-10-16","ids":{"openalex":"https://openalex.org/W2044988964","doi":"https://doi.org/10.1109/tvcg.2012.279","mag":"2044988964","pmid":"https://pubmed.ncbi.nlm.nih.gov/26357158"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2012.279","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_indexed_in_scopus":true,"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":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-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/A5019756314","display_name":"Alan M. MacEachren","orcid":"https://orcid.org/0000-0002-0356-7323"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"funder","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"A. M. MacEachren","raw_affiliation_strings":["#N#Penn State University#N#"],"affiliations":[{"raw_affiliation_string":"#N#Penn State University#N#","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038096249","display_name":"Robert E. Roth","orcid":"https://orcid.org/0000-0003-1241-318X"},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"funder","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"R. E. Roth","raw_affiliation_strings":["University of Wisconsin \u2013,"],"affiliations":[{"raw_affiliation_string":"University of Wisconsin \u2013,","institution_ids":["https://openalex.org/I135310074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034249691","display_name":"Jamie O\u2019Brien","orcid":"https://orcid.org/0000-0002-5933-1424"},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"funder","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"J. O'Brien","raw_affiliation_strings":["Macquarie University"],"affiliations":[{"raw_affiliation_string":"Macquarie University","institution_ids":["https://openalex.org/I99043593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040334148","display_name":"B. Li","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"B. Li","raw_affiliation_strings":["ZillionInfo#TAB#"],"affiliations":[{"raw_affiliation_string":"ZillionInfo#TAB#","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036569970","display_name":"Daniel Swingley","orcid":"https://orcid.org/0000-0002-2891-0175"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"funder","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"D. Swingley","raw_affiliation_strings":["#N#Penn State University#N#"],"affiliations":[{"raw_affiliation_string":"#N#Penn State University#N#","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069438601","display_name":"Mark Gahegan","orcid":"https://orcid.org/0000-0001-7209-8156"},"institutions":[{"id":"https://openalex.org/I154130895","display_name":"University of Auckland","ror":"https://ror.org/03b94tp07","country_code":"NZ","type":"funder","lineage":["https://openalex.org/I154130895"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"M. Gahegan","raw_affiliation_strings":["University of AUCKLAND"],"affiliations":[{"raw_affiliation_string":"University of AUCKLAND","institution_ids":["https://openalex.org/I154130895"]}]}],"institution_assertions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":11.511,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":236,"citation_normalized_percentile":{"value":0.974017,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"18","issue":"12","first_page":"2496","last_page":"2505"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9997,"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":0.9997,"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":0.9776,"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/T12114","display_name":"Sensory Analysis and Statistical Methods","score":0.9143,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/representation","display_name":"Representation","score":0.59995764},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical Research","score":0.46644044}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.76889557},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.7040997},{"id":"https://openalex.org/C139997677","wikidata":"https://www.wikidata.org/wiki/Q60195","display_name":"Semiotics","level":2,"score":0.6195151},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.59995764},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5208169},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.47671646},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.46644044},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4528502},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.43944123},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.41204834},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14190167},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.13983145},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.103688926},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2012.279","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_indexed_in_scopus":true,"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":null,"is_accepted":false,"is_published":false},{"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26357158","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_indexed_in_scopus":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":["National Institutes of Health"],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.82,"display_name":"Quality education"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":32,"referenced_works":["https://openalex.org/W1588957466","https://openalex.org/W1657219243","https://openalex.org/W1970560349","https://openalex.org/W1972655527","https://openalex.org/W1982397956","https://openalex.org/W1992091432","https://openalex.org/W2000972618","https://openalex.org/W2015011409","https://openalex.org/W2036257153","https://openalex.org/W2038651474","https://openalex.org/W2043867338","https://openalex.org/W2044292016","https://openalex.org/W2047257058","https://openalex.org/W20559079","https://openalex.org/W2066670177","https://openalex.org/W2079990928","https://openalex.org/W2086257401","https://openalex.org/W2100613188","https://openalex.org/W2100822181","https://openalex.org/W2106317998","https://openalex.org/W2108886327","https://openalex.org/W2109911343","https://openalex.org/W2110576593","https://openalex.org/W2132881639","https://openalex.org/W2136436991","https://openalex.org/W2151631470","https://openalex.org/W2159401652","https://openalex.org/W2159723220","https://openalex.org/W2161114148","https://openalex.org/W2163685257","https://openalex.org/W2169901352","https://openalex.org/W2911321133"],"related_works":["https://openalex.org/W4225274103","https://openalex.org/W3003759491","https://openalex.org/W2923661510","https://openalex.org/W2579659702","https://openalex.org/W2295030662","https://openalex.org/W2105200106","https://openalex.org/W2104025928","https://openalex.org/W2013728941","https://openalex.org/W1938514595","https://openalex.org/W1574055964"],"abstract_inverted_index":{"This":[0,64],"paper":[1],"presents":[2],"two":[3,16,68],"linked":[4],"empirical":[5],"studies":[6],"focused":[7],"on":[8,100,116],"uncertainty":[9,23,30,99,112],"visualization.":[10],"The":[11,72,85],"experiments":[12,69],"are":[13,45],"framed":[14],"from":[15,42],"conceptual":[17],"perspectives.":[18],"First,":[19],"a":[20,101],"typology":[21],"of":[22,29,38,51,62,83,90,98,119],"is":[24,55],"used":[25],"to":[26,47],"delineate":[27],"kinds":[28],"matched":[31],"with":[32],"space,":[33],"time,":[34],"and":[35,81,95,113],"attribute":[36],"components":[37],"data.":[39],"Second,":[40],"concepts":[41],"visual":[43,52,79],"semiotics":[44],"applied":[46],"characterize":[48],"the":[49,67,91],"kind":[50],"signification":[53],"that":[54],"appropriate":[56],"for":[57,110],"representing":[58,111],"those":[59],"different":[60],"categories":[61],"uncertainty.":[63],"framework":[65],"guided":[66],"reported":[70],"here.":[71],"first":[73],"addresses":[74,87],"representation":[75],"intuitiveness,":[76],"considering":[77],"both":[78],"variables":[80],"iconicity":[82],"representation.":[84],"second":[86],"relative":[88],"performance":[89],"most":[92],"intuitive":[93],"abstract":[94],"iconic":[96],"representations":[97],"map":[102],"reading":[103],"task.":[104],"Combined":[105],"results":[106],"suggest":[107],"initial":[108],"guidelines":[109],"discussion":[114],"focuses":[115],"practical":[117],"applicability":[118],"results.":[120]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2044988964","counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":18},{"year":2023,"cited_by_count":22},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":23},{"year":2020,"cited_by_count":21},{"year":2019,"cited_by_count":29},{"year":2018,"cited_by_count":24},{"year":2017,"cited_by_count":24},{"year":2016,"cited_by_count":16},{"year":2015,"cited_by_count":15},{"year":2014,"cited_by_count":23},{"year":2013,"cited_by_count":5}],"updated_date":"2025-03-04T07:05:58.268703","created_date":"2016-06-24"}