{"id":"https://openalex.org/W4387885897","doi":"https://doi.org/10.1109/tvcg.2023.3326513","title":"The Rational Agent Benchmark for Data Visualization","display_name":"The Rational Agent Benchmark for Data Visualization","publication_year":2023,"publication_date":"2023-10-23","ids":{"openalex":"https://openalex.org/W4387885897","doi":"https://doi.org/10.1109/tvcg.2023.3326513","pmid":"https://pubmed.ncbi.nlm.nih.gov/37871058"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2023.3326513","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2023.3326513","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/A5101703488","display_name":"Yifan Wu","orcid":"https://orcid.org/0000-0002-4299-8169"},"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":"Yifan Wu","raw_affiliation_strings":["Northwestern University, USA"],"affiliations":[{"raw_affiliation_string":"Northwestern University, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020327777","display_name":"Ziyang Guo","orcid":"https://orcid.org/0009-0004-4200-6774"},"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":false,"raw_author_name":"Ziyang Guo","raw_affiliation_strings":["Northwestern University, USA"],"affiliations":[{"raw_affiliation_string":"Northwestern University, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019721303","display_name":"Michalis Mamakos","orcid":"https://orcid.org/0000-0002-8753-4923"},"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":false,"raw_author_name":"Michalis Mamakos","raw_affiliation_strings":["Northwestern University, USA"],"affiliations":[{"raw_affiliation_string":"Northwestern University, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089749790","display_name":"Jason D. Hartline","orcid":"https://orcid.org/0000-0001-5505-6819"},"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":false,"raw_author_name":"Jason Hartline","raw_affiliation_strings":["Northwestern University, USA"],"affiliations":[{"raw_affiliation_string":"Northwestern University, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068008545","display_name":"Jessica Hullman","orcid":"https://orcid.org/0000-0001-6826-3550"},"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":false,"raw_author_name":"Jessica Hullman","raw_affiliation_strings":["Northwestern University, USA"],"affiliations":[{"raw_affiliation_string":"Northwestern University, USA","institution_ids":["https://openalex.org/I111979921"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101703488"],"corresponding_institution_ids":["https://openalex.org/I111979921"],"apc_list":null,"apc_paid":null,"fwci":0.9839,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.78310778,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"30","issue":"1","first_page":"338","last_page":"347"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9950000047683716,"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":0.9950000047683716,"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/T13398","display_name":"Data Analysis with R","score":0.930899977684021,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9203000068664551,"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":0.8861899375915527},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8452563881874084},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5843601226806641},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5606184601783752},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.5387566685676575},{"id":"https://openalex.org/keywords/bounding-overwatch","display_name":"Bounding overwatch","score":0.5319559574127197},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.47764456272125244},{"id":"https://openalex.org/keywords/creative-visualization","display_name":"Creative visualization","score":0.42958757281303406},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.42580926418304443},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3685009181499481},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34943217039108276},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33893710374832153}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.8861899375915527},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8452563881874084},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5843601226806641},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5606184601783752},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.5387566685676575},{"id":"https://openalex.org/C63584917","wikidata":"https://www.wikidata.org/wiki/Q333286","display_name":"Bounding overwatch","level":2,"score":0.5319559574127197},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.47764456272125244},{"id":"https://openalex.org/C14669888","wikidata":"https://www.wikidata.org/wiki/Q4014850","display_name":"Creative visualization","level":3,"score":0.42958757281303406},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.42580926418304443},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3685009181499481},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34943217039108276},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33893710374832153},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","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/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tvcg.2023.3326513","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2023.3326513","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:37871058","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37871058","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","score":0.7900000214576721,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W33891176","https://openalex.org/W1562206072","https://openalex.org/W1708524897","https://openalex.org/W1971781829","https://openalex.org/W1974902342","https://openalex.org/W1992743299","https://openalex.org/W2023202080","https://openalex.org/W2038651474","https://openalex.org/W2041411104","https://openalex.org/W2058203255","https://openalex.org/W2060256879","https://openalex.org/W2105824687","https://openalex.org/W2142493242","https://openalex.org/W2157887077","https://openalex.org/W2171775817","https://openalex.org/W2292312835","https://openalex.org/W2398344594","https://openalex.org/W2799246381","https://openalex.org/W2891628559","https://openalex.org/W2969788738","https://openalex.org/W3014888349","https://openalex.org/W3040783655","https://openalex.org/W3092487423","https://openalex.org/W3092585760","https://openalex.org/W3093393391","https://openalex.org/W3117111924","https://openalex.org/W3174174150","https://openalex.org/W3183712881","https://openalex.org/W3203230410","https://openalex.org/W3204624404","https://openalex.org/W3216470604","https://openalex.org/W4226486902","https://openalex.org/W4252087024","https://openalex.org/W4387885925"],"related_works":["https://openalex.org/W3010975807","https://openalex.org/W2027333138","https://openalex.org/W3185027765","https://openalex.org/W2096373083","https://openalex.org/W2151530263","https://openalex.org/W2105200106","https://openalex.org/W1938514595","https://openalex.org/W2766098643","https://openalex.org/W2112083262","https://openalex.org/W2013467770"],"abstract_inverted_index":{"Understanding":[0],"how":[1,25,103],"helpful":[2],"a":[3,38,68,87],"visualization":[4,46,73,95],"is":[5,9,15,30,32,74],"from":[6,98,122,135],"experimental":[7],"results":[8],"difficult":[10],"because":[11],"the":[12,20,27,34,54,64,78,99,104,112,117],"observed":[13],"performance":[14,80,121],"confounded":[16],"with":[17,53,58,67],"aspects":[18],"of":[19,81,86,132,137],"study":[21],"design,":[22],"such":[23],"as":[24],"useful":[26],"information":[28,133],"that":[29,85],"visualized":[31],"for":[33,42],"task.":[35],"We":[36],"develop":[37],"rational":[39,70,88],"agent":[40,89],"framework":[41,49,105],"designing":[43],"and":[44,63,127],"interpreting":[45],"experiments.":[47],"Our":[48],"conceives":[50],"two":[51],"experiments":[52],"same":[55],"setup:":[56],"one":[57,66],"behavioral":[59,82],"agents":[60,83],"(human":[61],"subjects),":[62],"other":[65,140],"hypothetical":[69],"agent.":[71],"A":[72],"evaluated":[75],"by":[76,115],"comparing":[77],"expected":[79,118],"to":[84,109,125,129],"under":[90],"different":[91],"assumptions.":[92],"Using":[93],"recent":[94],"decision":[96],"studies":[97],"literature,":[100],"we":[101],"demonstrate":[102],"can":[106],"be":[107],"used":[108],"pre-experimentally":[110],"evaluate":[111],"experiment":[113],"design":[114],"bounding":[116],"improvement":[119],"in":[120],"having":[123],"access":[124],"visualizations,":[126],"post-experimentally":[128],"deconfound":[130],"errors":[131,136],"extraction":[134],"optimization,":[138],"among":[139],"analyses.":[141]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
