{"id":"https://openalex.org/W7130424279","doi":"https://doi.org/10.1109/tvcg.2026.3666137","title":"Same Data, Different Audiences: Using Personas to Scope a Supercomputing Job Queue Visualization","display_name":"Same Data, Different Audiences: Using Personas to Scope a Supercomputing Job Queue Visualization","publication_year":2026,"publication_date":"2026-02-18","ids":{"openalex":"https://openalex.org/W7130424279","doi":"https://doi.org/10.1109/tvcg.2026.3666137","pmid":"https://pubmed.ncbi.nlm.nih.gov/41706789"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2026.3666137","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2026.3666137","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/A5123279723","display_name":"Connor Scully-Allison","orcid":null},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Connor Scully-Allison","raw_affiliation_strings":["The Data Science Institute (DSI), University of Chicago, Chicago, IL, USA"],"raw_orcid":"https://orcid.org/0000-0002-5990-6179","affiliations":[{"raw_affiliation_string":"The Data Science Institute (DSI), University of Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I40347166"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126350405","display_name":"Kevin Menear","orcid":null},"institutions":[{"id":"https://openalex.org/I1297288678","display_name":"National Laboratory of the Rockies","ror":"https://ror.org/036266993","country_code":"US","type":"facility","lineage":["https://openalex.org/I1297288678","https://openalex.org/I1330989302","https://openalex.org/I2800842121"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kevin Menear","raw_affiliation_strings":["National Laboratory of the Rockies, Golden, CO, USA"],"raw_orcid":"https://orcid.org/0009-0004-8836-2387","affiliations":[{"raw_affiliation_string":"National Laboratory of the Rockies, Golden, CO, USA","institution_ids":["https://openalex.org/I1297288678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003684910","display_name":"Kristin Potter","orcid":"https://orcid.org/0000-0003-1959-1691"},"institutions":[{"id":"https://openalex.org/I1297288678","display_name":"National Laboratory of the Rockies","ror":"https://ror.org/036266993","country_code":"US","type":"facility","lineage":["https://openalex.org/I1297288678","https://openalex.org/I1330989302","https://openalex.org/I2800842121"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kristin Potter","raw_affiliation_strings":["National Laboratory of the Rockies, Golden, CO, USA"],"raw_orcid":"https://orcid.org/0000-0003-0916-0660","affiliations":[{"raw_affiliation_string":"National Laboratory of the Rockies, Golden, CO, USA","institution_ids":["https://openalex.org/I1297288678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058039138","display_name":"Andrew McNutt","orcid":"https://orcid.org/0000-0001-8255-4258"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew McNutt","raw_affiliation_strings":["Scientific Computing and Imaging Institute (SCI), University of Utah Khalert School of Computing, Salt Lake City, UT, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Scientific Computing and Imaging Institute (SCI), University of Utah Khalert School of Computing, Salt Lake City, UT, USA","institution_ids":["https://openalex.org/I223532165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009771339","display_name":"Katherine E. Isaacs","orcid":"https://orcid.org/0000-0002-9947-928X"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Katherine E. Isaacs","raw_affiliation_strings":["Scientific Computing and Imaging Institute (SCI), University of Utah Khalert School of Computing, Salt Lake City, UT, USA"],"raw_orcid":"https://orcid.org/0000-0002-9947-928X","affiliations":[{"raw_affiliation_string":"Scientific Computing and Imaging Institute (SCI), University of Utah Khalert School of Computing, Salt Lake City, UT, USA","institution_ids":["https://openalex.org/I223532165"]}]},{"author_position":"last","author":{"id":null,"display_name":"Dmitry Duplyakin","orcid":null},"institutions":[{"id":"https://openalex.org/I1297288678","display_name":"National Laboratory of the Rockies","ror":"https://ror.org/036266993","country_code":"US","type":"facility","lineage":["https://openalex.org/I1297288678","https://openalex.org/I1330989302","https://openalex.org/I2800842121"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dmitry Duplyakin","raw_affiliation_strings":["National Laboratory of the Rockies, Golden, CO, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Laboratory of the Rockies, Golden, CO, USA","institution_ids":["https://openalex.org/I1297288678"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13311516,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"32","issue":"7","first_page":"5262","last_page":"5275"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14074","display_name":"Persona Design and Applications","score":0.9873999953269958,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T14074","display_name":"Persona Design and Applications","score":0.9873999953269958,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10799","display_name":"Data Visualization and Analytics","score":0.002300000051036477,"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/T10803","display_name":"Innovative Human-Technology Interaction","score":0.0015999999595806003,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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":0.8460999727249146},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.6229000091552734},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.4828999936580658},{"id":"https://openalex.org/keywords/scope","display_name":"Scope (computer science)","score":0.42899999022483826},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.41819998621940613},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.4025999903678894},{"id":"https://openalex.org/keywords/scripting-language","display_name":"Scripting language","score":0.3513999879360199}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8690000176429749},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.8460999727249146},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.6255999803543091},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.6229000091552734},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.4828999936580658},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.42899999022483826},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.41819998621940613},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.4025999903678894},{"id":"https://openalex.org/C61423126","wikidata":"https://www.wikidata.org/wiki/Q187432","display_name":"Scripting language","level":2,"score":0.3513999879360199},{"id":"https://openalex.org/C56995899","wikidata":"https://www.wikidata.org/wiki/Q1126687","display_name":"Focus group","level":2,"score":0.3481999933719635},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.3366999924182892},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3366999924182892},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3206999897956848},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.32010000944137573},{"id":"https://openalex.org/C4379982","wikidata":"https://www.wikidata.org/wiki/Q1273511","display_name":"Software visualization","level":5,"score":0.31679999828338623},{"id":"https://openalex.org/C64073096","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Interactive visualization","level":3,"score":0.3093000054359436},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.2863999903202057},{"id":"https://openalex.org/C14669888","wikidata":"https://www.wikidata.org/wiki/Q4014850","display_name":"Creative visualization","level":3,"score":0.25699999928474426}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tvcg.2026.3666137","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2026.3666137","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:41706789","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41706789","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":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.5435739159584045}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Domain-specific":[0],"visualizations":[1,53,171],"sometimes":[2],"focus":[3,15],"on":[4,152],"narrow,":[5],"albeit":[6],"important,":[7],"tasks":[8,31,75,150,161,173,215],"for":[9,71,134],"one":[10,78],"group":[11,177],"of":[12,19,52,64,76,89,107,132,216],"users.":[13],"This":[14,58],"limits":[16],"the":[17,27,50,66,72,86,90,130,141,214],"utility":[18,88],"a":[20,38,47,62,97,104,196],"visualization":[21,106,135,185,190],"to":[22,148,175,181],"other":[23,34],"groups":[24,35,165],"working":[25],"with":[26,183,199],"same":[28],"data.":[29],"While":[30],"elicited":[32],"from":[33,137],"can":[36,84,178],"present":[37,46],"design":[39,48,98,136,144],"pitfall":[40],"if":[41],"not":[42],"disambiguated,":[43],"they":[44],"also":[45],"opportunity-namely,":[49],"development":[51,59],"that":[54,109,204],"support":[55,70,213],"multiple":[56],"groups.":[57],"choice":[60],"presents":[61],"trade-off":[63],"broadening":[65],"scope":[67],"but":[68],"limiting":[69],"more":[73],"narrow":[74],"any":[77],"group,":[79],"which":[80],"in":[81,140],"some":[82],"cases":[83],"enhance":[85],"overall":[87],"visualization.":[91],"We":[92,128,187,202],"investigate":[93],"this":[94,159],"scenario":[95],"through":[96,191],"study":[99],"where":[100],"we":[101],"develop":[102],"Guidepost,":[103],"notebook-embedded":[105,184],"data":[108],"helps":[110],"scientists":[111],"assess":[112],"compute":[113],"wait":[114],"times,":[115],"machine":[116],"learning":[117],"researchers":[118],"understand":[119],"prediction":[120],"accuracy,":[121],"and":[122,143,172,195,210],"system":[123],"maintainers":[124],"analyze":[125],"usage":[126],"trends.":[127],"adapt":[129],"use":[131],"personas":[133],"existing":[138],"literature":[139],"HCI":[142],"domains,":[145],"applying":[146],"them":[147],"categorize":[149],"based":[151],"their":[153],"uniqueness":[154],"across":[155],"stakeholder":[156],"personas.":[157,219],"Under":[158],"model,":[160],"shared":[162],"between":[163],"all":[164],"should":[166],"be":[167,179],"supported":[168],"by":[169],"interactive":[170],"unique":[174],"each":[176],"deferred":[180],"scripting":[182],"design.":[186],"evaluate":[188],"our":[189,217],"real-world":[192],"case":[193],"studies":[194],"task-focused":[197],"evaluation":[198],"nine":[200],"participants.":[201],"observe":[203],"together,":[205],"Guidepost's":[206],"visual":[207],"encodings,":[208],"interactions,":[209],"export":[211],"capabilities":[212],"differing":[218]},"counts_by_year":[],"updated_date":"2026-06-24T06:17:17.354583","created_date":"2026-02-19T00:00:00"}