{"id":"https://openalex.org/W4414084296","doi":"https://doi.org/10.1109/mcg.2025.3607741","title":"Agentic Visualization: Extracting Agent-Based Design Patterns From Visualization Systems","display_name":"Agentic Visualization: Extracting Agent-Based Design Patterns From Visualization Systems","publication_year":2025,"publication_date":"2025-09-09","ids":{"openalex":"https://openalex.org/W4414084296","doi":"https://doi.org/10.1109/mcg.2025.3607741","pmid":"https://pubmed.ncbi.nlm.nih.gov/40924522"},"language":"en","primary_location":{"id":"doi:10.1109/mcg.2025.3607741","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcg.2025.3607741","pdf_url":null,"source":{"id":"https://openalex.org/S105380075","display_name":"IEEE Computer Graphics and Applications","issn_l":"0272-1716","issn":["0272-1716","1558-1756"],"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 Computer Graphics and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2505.19101","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077450520","display_name":"Vaishali Dhanoa","orcid":"https://orcid.org/0000-0002-0493-8616"},"institutions":[{"id":"https://openalex.org/I204337017","display_name":"Aarhus University","ror":"https://ror.org/01aj84f44","country_code":"DK","type":"education","lineage":["https://openalex.org/I204337017"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Vaishali Dhanoa","raw_affiliation_strings":["Aarhus University, Aarhus, Denmark"],"raw_orcid":"https://orcid.org/0000-0002-0493-8616","affiliations":[{"raw_affiliation_string":"Aarhus University, Aarhus, Denmark","institution_ids":["https://openalex.org/I204337017"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Anton Wolter","orcid":"https://orcid.org/0009-0004-6312-3355"},"institutions":[{"id":"https://openalex.org/I204337017","display_name":"Aarhus University","ror":"https://ror.org/01aj84f44","country_code":"DK","type":"education","lineage":["https://openalex.org/I204337017"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Anton Wolter","raw_affiliation_strings":["Aarhus University, Aarhus, Denmark"],"raw_orcid":"https://orcid.org/0009-0004-6312-3355","affiliations":[{"raw_affiliation_string":"Aarhus University, Aarhus, Denmark","institution_ids":["https://openalex.org/I204337017"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007746762","display_name":"Gabriela Molina Le\u00f3n","orcid":"https://orcid.org/0000-0002-9223-2022"},"institutions":[{"id":"https://openalex.org/I204337017","display_name":"Aarhus University","ror":"https://ror.org/01aj84f44","country_code":"DK","type":"education","lineage":["https://openalex.org/I204337017"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Gabriela Molina Le\u00f3n","raw_affiliation_strings":["Aarhus University, Aarhus, Denmark"],"raw_orcid":"https://orcid.org/0000-0002-9223-2022","affiliations":[{"raw_affiliation_string":"Aarhus University, Aarhus, Denmark","institution_ids":["https://openalex.org/I204337017"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088255721","display_name":"Hans\u2010J\u00f6rg Schulz","orcid":"https://orcid.org/0000-0001-9974-535X"},"institutions":[{"id":"https://openalex.org/I204337017","display_name":"Aarhus University","ror":"https://ror.org/01aj84f44","country_code":"DK","type":"education","lineage":["https://openalex.org/I204337017"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Hans-J\u00f6rg Schulz","raw_affiliation_strings":["Aarhus University, Aarhus, Denmark"],"raw_orcid":"https://orcid.org/0000-0001-9974-535X","affiliations":[{"raw_affiliation_string":"Aarhus University, Aarhus, Denmark","institution_ids":["https://openalex.org/I204337017"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034277315","display_name":"Niklas Elmqvist","orcid":"https://orcid.org/0000-0001-5805-5301"},"institutions":[{"id":"https://openalex.org/I204337017","display_name":"Aarhus University","ror":"https://ror.org/01aj84f44","country_code":"DK","type":"education","lineage":["https://openalex.org/I204337017"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Niklas Elmqvist","raw_affiliation_strings":["Aarhus University, Aarhus, Denmark"],"raw_orcid":"https://orcid.org/0000-0001-5805-5301","affiliations":[{"raw_affiliation_string":"Aarhus University, Aarhus, Denmark","institution_ids":["https://openalex.org/I204337017"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5077450520"],"corresponding_institution_ids":["https://openalex.org/I204337017"],"apc_list":null,"apc_paid":null,"fwci":4.3465,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.94655292,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"45","issue":"6","first_page":"89","last_page":"100"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.9412999749183655,"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"}},"topics":[{"id":"https://openalex.org/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.9412999749183655,"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":0.8062000274658203},{"id":"https://openalex.org/keywords/sensemaking","display_name":"Sensemaking","score":0.7843999862670898},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5789999961853027},{"id":"https://openalex.org/keywords/human-in-the-loop","display_name":"Human-in-the-loop","score":0.5537999868392944},{"id":"https://openalex.org/keywords/agency","display_name":"Agency (philosophy)","score":0.5375000238418579},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5253999829292297},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.48809999227523804},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.3774000108242035}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.8062000274658203},{"id":"https://openalex.org/C2780554381","wikidata":"https://www.wikidata.org/wiki/Q2063340","display_name":"Sensemaking","level":2,"score":0.7843999862670898},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7746999859809875},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.592199981212616},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5789999961853027},{"id":"https://openalex.org/C2780626000","wikidata":"https://www.wikidata.org/wiki/Q5936775","display_name":"Human-in-the-loop","level":2,"score":0.5537999868392944},{"id":"https://openalex.org/C108170787","wikidata":"https://www.wikidata.org/wiki/Q3951828","display_name":"Agency (philosophy)","level":2,"score":0.5375000238418579},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5253999829292297},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5041000247001648},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.48809999227523804},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.3774000108242035},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.365200012922287},{"id":"https://openalex.org/C12380541","wikidata":"https://www.wikidata.org/wiki/Q58300","display_name":"Geovisualization","level":4,"score":0.35260000824928284},{"id":"https://openalex.org/C59740354","wikidata":"https://www.wikidata.org/wiki/Q2737866","display_name":"Scientific visualization","level":3,"score":0.34389999508857727},{"id":"https://openalex.org/C517642484","wikidata":"https://www.wikidata.org/wiki/Q2388514","display_name":"Intelligence analysis","level":2,"score":0.32089999318122864},{"id":"https://openalex.org/C64073096","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Interactive visualization","level":3,"score":0.31119999289512634},{"id":"https://openalex.org/C14669888","wikidata":"https://www.wikidata.org/wiki/Q4014850","display_name":"Creative visualization","level":3,"score":0.2825999855995178},{"id":"https://openalex.org/C117035363","wikidata":"https://www.wikidata.org/wiki/Q3769299","display_name":"Human behavior","level":2,"score":0.2727999985218048},{"id":"https://openalex.org/C4379982","wikidata":"https://www.wikidata.org/wiki/Q1273511","display_name":"Software visualization","level":5,"score":0.25429999828338623},{"id":"https://openalex.org/C105409693","wikidata":"https://www.wikidata.org/wiki/Q5937824","display_name":"Human intelligence","level":2,"score":0.25110000371932983},{"id":"https://openalex.org/C146054899","wikidata":"https://www.wikidata.org/wiki/Q181156","display_name":"Software design pattern","level":3,"score":0.25040000677108765}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/mcg.2025.3607741","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcg.2025.3607741","pdf_url":null,"source":{"id":"https://openalex.org/S105380075","display_name":"IEEE Computer Graphics and Applications","issn_l":"0272-1716","issn":["0272-1716","1558-1756"],"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 Computer Graphics and Applications","raw_type":"journal-article"},{"id":"pmid:40924522","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40924522","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 computer graphics and applications","raw_type":null},{"id":"pmh:oai:arXiv.org:2505.19101","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2505.19101","pdf_url":"https://arxiv.org/pdf/2505.19101","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:pure.atira.dk:publications/ce756073-e355-4121-9fcd-46074dec94c6","is_oa":false,"landing_page_url":"https://pure.au.dk/portal/en/publications/ce756073-e355-4121-9fcd-46074dec94c6","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Dhanoa, V, Wolter, A S, Molina Le\u00f3n, G, Schulz, H-J & Elmqvist, N 2025, 'Agentic Visualization: Extracting Agent-based Design Patterns from Visualization Systems', IEEE Computer Graphics and Applications, vol. 45, no. 6, pp. 89-100. https://doi.org/10.1109/MCG.2025.3607741","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2505.19101","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2505.19101","pdf_url":"https://arxiv.org/pdf/2505.19101","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2362367986","https://openalex.org/W2105200106","https://openalex.org/W4293108519","https://openalex.org/W1574055964","https://openalex.org/W2295030662","https://openalex.org/W4225274103","https://openalex.org/W2923661510","https://openalex.org/W1938514595","https://openalex.org/W2579659702","https://openalex.org/W2147893003"],"abstract_inverted_index":{"Autonomous":[0],"agents":[1,105],"powered":[2],"by":[3,55],"large":[4],"language":[5],"models":[6],"are":[7],"transforming":[8],"artificial":[9],"intelligence":[10],"(AI),":[11],"creating":[12],"an":[13,68],"imperative":[14],"for":[15,38,82,96],"the":[16,27],"visualization":[17,41,58,99],"area.":[18],"However,":[19],"our":[20],"field's":[21],"focus":[22],"on":[23,72],"a":[24,77,94],"human":[25,44,108],"in":[26],"sensemaking":[28],"loop":[29],"raises":[30],"critical":[31],"questions":[32,54],"about":[33],"autonomy,":[34],"delegation,":[35],"and":[36,89,110],"coordination":[37],"such":[39],"agentic":[40,69,83,86,98],"that":[42,101],"preserve":[43],"agency":[45],"while":[46,106],"amplifying":[47],"analytical":[48],"capabilities.":[49],"This":[50],"article":[51],"addresses":[52],"these":[53],"reinterpreting":[56],"existing":[57],"systems":[59,100],"with":[60],"semiautomated":[61],"or":[62],"fully":[63],"automatic":[64],"AI":[65,104],"components":[66],"through":[67],"lens.":[70],"Based":[71],"this":[73],"analysis,":[74],"we":[75],"extract":[76],"collection":[78],"of":[79],"design":[80],"patterns":[81,92],"visualization,":[84],"including":[85],"roles,":[87],"communication,":[88],"coordination.":[90],"These":[91],"provide":[93],"foundation":[95],"future":[97],"effectively":[102],"harness":[103],"maintaining":[107],"insight":[109],"control.":[111]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}