{"id":"https://openalex.org/W2795915595","doi":"https://doi.org/10.1109/tvcg.2018.2829750","title":"Task-Based Effectiveness of Basic Visualizations","display_name":"Task-Based Effectiveness of Basic Visualizations","publication_year":2018,"publication_date":"2018-05-04","ids":{"openalex":"https://openalex.org/W2795915595","doi":"https://doi.org/10.1109/tvcg.2018.2829750","mag":"2795915595","pmid":"https://pubmed.ncbi.nlm.nih.gov/29994001"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2018.2829750","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2018.2829750","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/A5079272514","display_name":"Bahador Saket","orcid":"https://orcid.org/0000-0002-5896-0149"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]},{"id":"https://openalex.org/I2800444561","display_name":"Atlanta Technical College","ror":"https://ror.org/01s3vfp47","country_code":"US","type":"education","lineage":["https://openalex.org/I2800444561"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bahador Saket","raw_affiliation_strings":["Georgia Tech, Atlanta, GA"],"raw_orcid":"https://orcid.org/0000-0002-5896-0149","affiliations":[{"raw_affiliation_string":"Georgia Tech, Atlanta, GA","institution_ids":["https://openalex.org/I2800444561","https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064306421","display_name":"Alex Endert","orcid":"https://orcid.org/0000-0002-6914-610X"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]},{"id":"https://openalex.org/I2800444561","display_name":"Atlanta Technical College","ror":"https://ror.org/01s3vfp47","country_code":"US","type":"education","lineage":["https://openalex.org/I2800444561"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alex Endert","raw_affiliation_strings":["Georgia Tech, Atlanta, GA"],"raw_orcid":"https://orcid.org/0000-0002-6914-610X","affiliations":[{"raw_affiliation_string":"Georgia Tech, Atlanta, GA","institution_ids":["https://openalex.org/I2800444561","https://openalex.org/I130701444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110823564","display_name":"\u00c7a\u011fatay Demiralp","orcid":null},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cagatay Demiralp","raw_affiliation_strings":["IBM Research, Yorktown Heights, NY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research, Yorktown Heights, NY","institution_ids":["https://openalex.org/I1341412227"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.9043,"has_fulltext":false,"cited_by_count":187,"citation_normalized_percentile":{"value":0.98352794,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"25","issue":"7","first_page":"2505","last_page":"2512"},"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/T11165","display_name":"Image and Video Quality Assessment","score":0.993399977684021,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9678999781608582,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8816573619842529},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.8271451592445374},{"id":"https://openalex.org/keywords/bar-chart","display_name":"Bar chart","score":0.7453943490982056},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.6993981599807739},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6091200709342957},{"id":"https://openalex.org/keywords/pie-chart","display_name":"Pie chart","score":0.5949364900588989},{"id":"https://openalex.org/keywords/chart","display_name":"Chart","score":0.58150315284729},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5073549151420593},{"id":"https://openalex.org/keywords/table","display_name":"Table (database)","score":0.4656933546066284},{"id":"https://openalex.org/keywords/creative-visualization","display_name":"Creative visualization","score":0.4632630944252014},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.46288251876831055},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.46208617091178894},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.41556018590927124},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3710551857948303},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3571380376815796}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8816573619842529},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.8271451592445374},{"id":"https://openalex.org/C61122496","wikidata":"https://www.wikidata.org/wiki/Q1124595","display_name":"Bar chart","level":2,"score":0.7453943490982056},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.6993981599807739},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6091200709342957},{"id":"https://openalex.org/C205208641","wikidata":"https://www.wikidata.org/wiki/Q273404","display_name":"Pie chart","level":2,"score":0.5949364900588989},{"id":"https://openalex.org/C190812933","wikidata":"https://www.wikidata.org/wiki/Q28923","display_name":"Chart","level":2,"score":0.58150315284729},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5073549151420593},{"id":"https://openalex.org/C45235069","wikidata":"https://www.wikidata.org/wiki/Q278425","display_name":"Table (database)","level":2,"score":0.4656933546066284},{"id":"https://openalex.org/C14669888","wikidata":"https://www.wikidata.org/wiki/Q4014850","display_name":"Creative visualization","level":3,"score":0.4632630944252014},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.46288251876831055},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.46208617091178894},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.41556018590927124},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3710551857948303},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3571380376815796},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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":[{"id":"doi:10.1109/tvcg.2018.2829750","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2018.2829750","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:29994001","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29994001","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":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.46000000834465027}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W77612647","https://openalex.org/W614149592","https://openalex.org/W1512287614","https://openalex.org/W1949897911","https://openalex.org/W1961845056","https://openalex.org/W1972170794","https://openalex.org/W1987281881","https://openalex.org/W1999077228","https://openalex.org/W2008983212","https://openalex.org/W2017756939","https://openalex.org/W2040641857","https://openalex.org/W2043523210","https://openalex.org/W2059636449","https://openalex.org/W2060296236","https://openalex.org/W2069228960","https://openalex.org/W2070664725","https://openalex.org/W2095738647","https://openalex.org/W2113411758","https://openalex.org/W2147931936","https://openalex.org/W2151122362","https://openalex.org/W2152922709","https://openalex.org/W2170713214","https://openalex.org/W2328774599","https://openalex.org/W2395911969","https://openalex.org/W2398344594","https://openalex.org/W2426595260","https://openalex.org/W2469679165","https://openalex.org/W2513780624","https://openalex.org/W2517444746","https://openalex.org/W2592135470","https://openalex.org/W2730072090","https://openalex.org/W2735080104","https://openalex.org/W2750934719","https://openalex.org/W3145503734","https://openalex.org/W4242372420","https://openalex.org/W4248741877","https://openalex.org/W6603270380","https://openalex.org/W6630893070","https://openalex.org/W6717913334","https://openalex.org/W6740412537"],"related_works":["https://openalex.org/W3093260338","https://openalex.org/W2884280708","https://openalex.org/W2740120775","https://openalex.org/W146293383","https://openalex.org/W2809622567","https://openalex.org/W2054901814","https://openalex.org/W2830780160","https://openalex.org/W2105200106","https://openalex.org/W2072403039","https://openalex.org/W2795915595"],"abstract_inverted_index":{"Visualizations":[0],"of":[1,52,82],"tabular":[2,29],"data":[3,14,30,35,57,72,124,138],"are":[4],"widely":[5],"used;":[6],"understanding":[7],"their":[8,20],"effectiveness":[9,51,81],"in":[10],"different":[11,114],"task":[12],"and":[13,67],"contexts":[15],"is":[16,24],"fundamental":[17],"to":[18,48,110,127,133],"scaling":[19],"impact.":[21],"However,":[22],"little":[23],"known":[25],"about":[26],"how":[27,132],"basic":[28],"visualizations":[31,109],"perform":[32],"across":[33,88],"varying":[34],"analysis":[36,73],"tasks.":[37,115],"In":[38],"this":[39],"paper,":[40],"we":[41,104,125],"report":[42],"results":[43],"from":[44,96],"a":[45,119,129],"crowdsourced":[46],"experiment":[47],"evaluate":[49],"the":[50,80,123],"five":[53],"small":[54],"scale":[55],"(5-34":[56],"points)":[58],"two-dimensional":[59],"visualization":[60,84,92,141],"types-Table,":[61],"Line":[62],"Chart,":[63,65],"Bar":[64],"Scatterplot,":[66],"Pie":[68],"Chart-across":[69],"ten":[70],"common":[71],"tasks":[74],"using":[75],"two":[76],"datasets.":[77],"We":[78,116],"find":[79],"these":[83],"types":[85],"significantly":[86],"varies":[87],"task,":[89],"suggesting":[90],"that":[91],"design":[93],"would":[94],"benefit":[95],"considering":[97],"context-dependent":[98],"effectiveness.":[99],"Based":[100],"on":[101,107,113,122],"our":[102],"findings,":[103],"derive":[105],"recommendations":[106],"which":[108],"choose":[111],"based":[112],"finally":[117],"train":[118],"decision":[120],"tree":[121],"collected":[126],"drive":[128],"recommender,":[130],"showcasing":[131],"effectively":[134],"engineer":[135],"experimental":[136],"user":[137],"into":[139],"practical":[140],"systems.":[142]},"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":33},{"year":2023,"cited_by_count":19},{"year":2022,"cited_by_count":25},{"year":2021,"cited_by_count":39},{"year":2020,"cited_by_count":19},{"year":2019,"cited_by_count":20},{"year":2018,"cited_by_count":6}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}