{"id":"https://openalex.org/W207635167","doi":"https://doi.org/10.1007/978-1-4471-2804-5_6","title":"A Review of Uncertainty in Data Visualization","display_name":"A Review of Uncertainty in Data Visualization","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W207635167","doi":"https://doi.org/10.1007/978-1-4471-2804-5_6","mag":"207635167"},"language":"en","primary_location":{"id":"doi:10.1007/978-1-4471-2804-5_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-1-4471-2804-5_6","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expanding the Frontiers of Visual Analytics and Visualization","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"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/A5062288739","display_name":"Ken Brodlie","orcid":"https://orcid.org/0009-0000-5502-6898"},"institutions":[{"id":"https://openalex.org/I130828816","display_name":"University of Leeds","ror":"https://ror.org/024mrxd33","country_code":"GB","type":"education","lineage":["https://openalex.org/I130828816"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Ken Brodlie","raw_affiliation_strings":["University of Leeds, Leeds, LS2 9JT, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Leeds, Leeds, LS2 9JT, UK","institution_ids":["https://openalex.org/I130828816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041859799","display_name":"Rodolfo S. Allendes Osorio","orcid":"https://orcid.org/0000-0002-9627-9338"},"institutions":[{"id":"https://openalex.org/I134695357","display_name":"University of Talca","ror":"https://ror.org/01s4gpq44","country_code":"CL","type":"education","lineage":["https://openalex.org/I134695357"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Rodolfo Allendes\u00a0Osorio","raw_affiliation_strings":["Depto. de Ciencias de la Computaci\u00f3n, Fac. de Ingeneria, Universidad de Talca, Talca, Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Depto. de Ciencias de la Computaci\u00f3n, Fac. de Ingeneria, Universidad de Talca, Talca, Chile","institution_ids":["https://openalex.org/I134695357"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047826747","display_name":"Adriano Lopes","orcid":"https://orcid.org/0000-0003-3685-0659"},"institutions":[{"id":"https://openalex.org/I83558840","display_name":"Universidade Nova de Lisboa","ror":"https://ror.org/02xankh89","country_code":"PT","type":"education","lineage":["https://openalex.org/I83558840"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Adriano Lopes","raw_affiliation_strings":["CITI / Depto. Inform\u00e1tica, FCT, Universidade Nova de Lisboa, Lisbon, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CITI / Depto. Inform\u00e1tica, FCT, Universidade Nova de Lisboa, Lisbon, Portugal","institution_ids":["https://openalex.org/I83558840"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5062288739"],"corresponding_institution_ids":["https://openalex.org/I130828816"],"apc_list":null,"apc_paid":null,"fwci":29.5778,"has_fulltext":false,"cited_by_count":214,"citation_normalized_percentile":{"value":0.99784276,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"81","last_page":"109"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":1.0,"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":1.0,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9830999970436096,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T13398","display_name":"Data Analysis with R","score":0.9621999859809875,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.9207385778427124},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7140247225761414},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.613116443157196},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5902559757232666},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.5666759610176086},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5467761754989624},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.5303754806518555},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.48320043087005615},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.45328524708747864},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.45101362466812134},{"id":"https://openalex.org/keywords/creative-visualization","display_name":"Creative visualization","score":0.41606220602989197},{"id":"https://openalex.org/keywords/scientific-visualization","display_name":"Scientific visualization","score":0.4142202138900757},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.06652569770812988}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.9207385778427124},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7140247225761414},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.613116443157196},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5902559757232666},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.5666759610176086},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5467761754989624},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.5303754806518555},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.48320043087005615},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.45328524708747864},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45101362466812134},{"id":"https://openalex.org/C14669888","wikidata":"https://www.wikidata.org/wiki/Q4014850","display_name":"Creative visualization","level":3,"score":0.41606220602989197},{"id":"https://openalex.org/C59740354","wikidata":"https://www.wikidata.org/wiki/Q2737866","display_name":"Scientific visualization","level":3,"score":0.4142202138900757},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.06652569770812988},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-1-4471-2804-5_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-1-4471-2804-5_6","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expanding the Frontiers of Visual Analytics and Visualization","raw_type":"book-chapter"},{"id":"pmh:oai:eprints.whiterose.ac.uk:77640","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400854","display_name":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2800616092","host_organization_name":"White Rose University Consortium","host_organization_lineage":["https://openalex.org/I2800616092"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Book Section"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.297.6445","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.297.6445","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.comp.leeds.ac.uk/kwb/publication_repository/2012/uncert.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":96,"referenced_works":["https://openalex.org/W76064434","https://openalex.org/W105489431","https://openalex.org/W1498053278","https://openalex.org/W1501665661","https://openalex.org/W1587012768","https://openalex.org/W1598049197","https://openalex.org/W1600329259","https://openalex.org/W1601042374","https://openalex.org/W1899298553","https://openalex.org/W1964310292","https://openalex.org/W1965305253","https://openalex.org/W1968578042","https://openalex.org/W1972641242","https://openalex.org/W1990419021","https://openalex.org/W1991383796","https://openalex.org/W1992169996","https://openalex.org/W2003669746","https://openalex.org/W2011816842","https://openalex.org/W2019433909","https://openalex.org/W2025922793","https://openalex.org/W2028937404","https://openalex.org/W2038628506","https://openalex.org/W2038651474","https://openalex.org/W2039740901","https://openalex.org/W2047500087","https://openalex.org/W2049885731","https://openalex.org/W2068543701","https://openalex.org/W2069857144","https://openalex.org/W2071392461","https://openalex.org/W2074987985","https://openalex.org/W2079990928","https://openalex.org/W2082229705","https://openalex.org/W2088549971","https://openalex.org/W2094468738","https://openalex.org/W2095233635","https://openalex.org/W2096484428","https://openalex.org/W2098300754","https://openalex.org/W2099031459","https://openalex.org/W2100269060","https://openalex.org/W2100613188","https://openalex.org/W2101099609","https://openalex.org/W2103368830","https://openalex.org/W2103704947","https://openalex.org/W2105683323","https://openalex.org/W2106317998","https://openalex.org/W2109911343","https://openalex.org/W2114084204","https://openalex.org/W2119278432","https://openalex.org/W2120613697","https://openalex.org/W2121224487","https://openalex.org/W2127775323","https://openalex.org/W2129572693","https://openalex.org/W2129901298","https://openalex.org/W2130875484","https://openalex.org/W2131297609","https://openalex.org/W2137748495","https://openalex.org/W2138504198","https://openalex.org/W2138845263","https://openalex.org/W2139421427","https://openalex.org/W2141653286","https://openalex.org/W2146266364","https://openalex.org/W2149385441","https://openalex.org/W2151404804","https://openalex.org/W2153046447","https://openalex.org/W2153409119","https://openalex.org/W2156204145","https://openalex.org/W2159348630","https://openalex.org/W2163685257","https://openalex.org/W2169620084","https://openalex.org/W2171242795","https://openalex.org/W2312971565","https://openalex.org/W2319794630","https://openalex.org/W2528571852","https://openalex.org/W2605600030","https://openalex.org/W2616651216","https://openalex.org/W2743554512","https://openalex.org/W2911321133","https://openalex.org/W2956819335","https://openalex.org/W3139661953","https://openalex.org/W3152441428","https://openalex.org/W3216015027","https://openalex.org/W4235399338","https://openalex.org/W4235745742","https://openalex.org/W4242444437","https://openalex.org/W4248903100","https://openalex.org/W6629724059","https://openalex.org/W6634884407","https://openalex.org/W6641608263","https://openalex.org/W6660073927","https://openalex.org/W6674956209","https://openalex.org/W6675407629","https://openalex.org/W6675749768","https://openalex.org/W6679028584","https://openalex.org/W6848263599","https://openalex.org/W6922219788","https://openalex.org/W7047381192"],"related_works":["https://openalex.org/W2080934634","https://openalex.org/W3152181619","https://openalex.org/W4246764483","https://openalex.org/W2138584026","https://openalex.org/W2785421060","https://openalex.org/W2156440763","https://openalex.org/W2775748810","https://openalex.org/W3215871094","https://openalex.org/W2112083262","https://openalex.org/W2013467770"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":20},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":14},{"year":2020,"cited_by_count":18},{"year":2019,"cited_by_count":13},{"year":2018,"cited_by_count":19},{"year":2017,"cited_by_count":22},{"year":2016,"cited_by_count":24},{"year":2015,"cited_by_count":14},{"year":2014,"cited_by_count":14},{"year":2013,"cited_by_count":7}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}
