{"id":"https://openalex.org/W3016464890","doi":"https://doi.org/10.1109/tvcg.2020.2985923","title":"AgentVis: Visual Analysis of Agent Behavior With Hierarchical Glyphs","display_name":"AgentVis: Visual Analysis of Agent Behavior With Hierarchical Glyphs","publication_year":2020,"publication_date":"2020-04-14","ids":{"openalex":"https://openalex.org/W3016464890","doi":"https://doi.org/10.1109/tvcg.2020.2985923","mag":"3016464890","pmid":"https://pubmed.ncbi.nlm.nih.gov/32305921"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2020.2985923","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2020.2985923","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":true,"oa_status":"green","oa_url":"https://nottingham-repository.worktribe.com/output/4571495","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042146911","display_name":"Dylan Rees","orcid":"https://orcid.org/0000-0002-7129-5825"},"institutions":[{"id":"https://openalex.org/I39586589","display_name":"Swansea University","ror":"https://ror.org/053fq8t95","country_code":"GB","type":"education","lineage":["https://openalex.org/I39586589"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Dylan Rees","raw_affiliation_strings":["Swansea University, Swansea, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-7129-5825","affiliations":[{"raw_affiliation_string":"Swansea University, Swansea, United Kingdom","institution_ids":["https://openalex.org/I39586589"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031570473","display_name":"Robert S. Laramee","orcid":"https://orcid.org/0000-0002-3874-6145"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Robert S. Laramee","raw_affiliation_strings":["University of Nottingham, Nottingham, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Nottingham, Nottingham, United Kingdom","institution_ids":["https://openalex.org/I142263535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103246579","display_name":"Paul Brookes","orcid":"https://orcid.org/0000-0002-8776-821X"},"institutions":[{"id":"https://openalex.org/I4210166917","display_name":"Mold Community Hospital","ror":"https://ror.org/05r5dcc67","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1286751378","https://openalex.org/I4210144625","https://openalex.org/I4210166917"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Paul Brookes","raw_affiliation_strings":["QPC Ltd, Mold, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"QPC Ltd, Mold, United Kingdom","institution_ids":["https://openalex.org/I4210166917"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082321664","display_name":"Tony D\u2019Cruze","orcid":null},"institutions":[{"id":"https://openalex.org/I4210166917","display_name":"Mold Community Hospital","ror":"https://ror.org/05r5dcc67","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1286751378","https://openalex.org/I4210144625","https://openalex.org/I4210166917"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Tony D'Cruze","raw_affiliation_strings":["QPC Ltd, Mold, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"QPC Ltd, Mold, United Kingdom","institution_ids":["https://openalex.org/I4210166917"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045841558","display_name":"Gary A. Smith","orcid":"https://orcid.org/0000-0001-5838-8982"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gary A. Smith","raw_affiliation_strings":["Aria Solutions, Calgary, AB, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aria Solutions, Calgary, AB, Canada","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036076850","display_name":"Aslam Miah","orcid":null},"institutions":[{"id":"https://openalex.org/I39586589","display_name":"Swansea University","ror":"https://ror.org/053fq8t95","country_code":"GB","type":"education","lineage":["https://openalex.org/I39586589"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Aslam Miah","raw_affiliation_strings":["Llansamlet, Admiral Group plc, Swansea, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Llansamlet, Admiral Group plc, Swansea, United Kingdom","institution_ids":["https://openalex.org/I39586589"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5042146911"],"corresponding_institution_ids":["https://openalex.org/I39586589"],"apc_list":null,"apc_paid":null,"fwci":0.2944,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.55169441,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"27","issue":"9","first_page":"3626","last_page":"3643"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9664000272750854,"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"}},{"id":"https://openalex.org/T13283","display_name":"Mental Health Research Topics","score":0.9514999985694885,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/glyph","display_name":"Glyph (data visualization)","score":0.8949935436248779},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8762839436531067},{"id":"https://openalex.org/keywords/zoom","display_name":"Zoom","score":0.639737606048584},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5635672807693481},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5139519572257996},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4861447513103485},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.47299060225486755},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.419519305229187},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.32971078157424927}],"concepts":[{"id":"https://openalex.org/C142816647","wikidata":"https://www.wikidata.org/wiki/Q5573018","display_name":"Glyph (data visualization)","level":3,"score":0.8949935436248779},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8762839436531067},{"id":"https://openalex.org/C124913957","wikidata":"https://www.wikidata.org/wiki/Q1232548","display_name":"Zoom","level":3,"score":0.639737606048584},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5635672807693481},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5139519572257996},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4861447513103485},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.47299060225486755},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.419519305229187},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.32971078157424927},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C15336307","wikidata":"https://www.wikidata.org/wiki/Q1766051","display_name":"Lens (geology)","level":2,"score":0.0},{"id":"https://openalex.org/C78762247","wikidata":"https://www.wikidata.org/wiki/Q1273174","display_name":"Petroleum engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tvcg.2020.2985923","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2020.2985923","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:32305921","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32305921","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},{"id":"pmh:oai:nottingham-repository.worktribe.com:4571495","is_oa":true,"landing_page_url":"https://nottingham-repository.worktribe.com/output/4571495","pdf_url":null,"source":{"id":"https://openalex.org/S4306402483","display_name":"Repository@Nottingham (University of Nottingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I142263535","host_organization_name":"University of Nottingham","host_organization_lineage":["https://openalex.org/I142263535"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"}],"best_oa_location":{"id":"pmh:oai:nottingham-repository.worktribe.com:4571495","is_oa":true,"landing_page_url":"https://nottingham-repository.worktribe.com/output/4571495","pdf_url":null,"source":{"id":"https://openalex.org/S4306402483","display_name":"Repository@Nottingham (University of Nottingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I142263535","host_organization_name":"University of Nottingham","host_organization_lineage":["https://openalex.org/I142263535"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.550000011920929}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":77,"referenced_works":["https://openalex.org/W12609232","https://openalex.org/W1501500081","https://openalex.org/W1550657683","https://openalex.org/W1601975155","https://openalex.org/W1970569592","https://openalex.org/W1974184852","https://openalex.org/W1977607108","https://openalex.org/W2001619934","https://openalex.org/W2003177010","https://openalex.org/W2034694694","https://openalex.org/W2038788627","https://openalex.org/W2039698234","https://openalex.org/W2052425739","https://openalex.org/W2069303979","https://openalex.org/W2079380280","https://openalex.org/W2088880009","https://openalex.org/W2090371563","https://openalex.org/W2095897464","https://openalex.org/W2096080031","https://openalex.org/W2098964899","https://openalex.org/W2103854851","https://openalex.org/W2103994377","https://openalex.org/W2118898123","https://openalex.org/W2119111481","https://openalex.org/W2120329225","https://openalex.org/W2121722108","https://openalex.org/W2136548420","https://openalex.org/W2138199375","https://openalex.org/W2142493242","https://openalex.org/W2150085383","https://openalex.org/W2152762220","https://openalex.org/W2154457375","https://openalex.org/W2155657186","https://openalex.org/W2158870854","https://openalex.org/W2163137257","https://openalex.org/W2164455316","https://openalex.org/W2169088693","https://openalex.org/W2318229606","https://openalex.org/W2321212039","https://openalex.org/W2323909273","https://openalex.org/W2342459749","https://openalex.org/W2395393578","https://openalex.org/W2511469011","https://openalex.org/W2513780624","https://openalex.org/W2515289923","https://openalex.org/W2529570900","https://openalex.org/W2572414134","https://openalex.org/W2573800174","https://openalex.org/W2612492565","https://openalex.org/W2750934719","https://openalex.org/W2753993202","https://openalex.org/W2790882791","https://openalex.org/W2795970761","https://openalex.org/W2909802812","https://openalex.org/W2912671846","https://openalex.org/W2913051418","https://openalex.org/W2922024535","https://openalex.org/W2962928040","https://openalex.org/W3001598112","https://openalex.org/W3100134033","https://openalex.org/W3139654456","https://openalex.org/W4231029117","https://openalex.org/W4233285401","https://openalex.org/W4239908238","https://openalex.org/W4255692800","https://openalex.org/W4256522398","https://openalex.org/W6600519964","https://openalex.org/W6628794635","https://openalex.org/W6632865702","https://openalex.org/W6644792782","https://openalex.org/W6682424397","https://openalex.org/W6682929622","https://openalex.org/W6683005708","https://openalex.org/W6728199349","https://openalex.org/W6744144784","https://openalex.org/W6759016651","https://openalex.org/W6759908854"],"related_works":["https://openalex.org/W2350092425","https://openalex.org/W2026649925","https://openalex.org/W91638230","https://openalex.org/W4225274103","https://openalex.org/W2013728941","https://openalex.org/W2154046714","https://openalex.org/W2579659702","https://openalex.org/W2189613078","https://openalex.org/W1893118838","https://openalex.org/W1574055964"],"abstract_inverted_index":{"Glyphs":[0],"representing":[1,73],"complex":[2,18],"behavior":[3,57,185],"provide":[4],"a":[5,26,44,48,59,97,167],"useful":[6],"and":[7,21,28,115,124,147,158,166,186],"common":[8,27],"means":[9],"of":[10,23,35,68,75,88,93,108,140,177],"visualizing":[11],"multivariate":[12],"data.":[13],"However,":[14,62],"due":[15],"to":[16,54,144,151,174],"their":[17,184],"shape,":[19],"overlapping,":[20],"occlusion":[22],"glyphs":[24,51,78,89,95],"is":[25],"prominent":[29],"limitation.":[30],"This":[31,101],"limits":[32],"the":[33,84,105,132],"number":[34],"discreet":[36],"data":[37,173],"tuples":[38],"that":[39],"can":[40],"be":[41],"displayed":[42],"in":[43,58,126,131],"given":[45],"image.":[46],"Using":[47],"real-world":[49,171],"application,":[50],"are":[52,122],"used":[53],"depict":[55],"agent":[56,111],"call":[60,64,133,178],"center.":[61],"many":[63],"centers":[65],"feature":[66],"thousands":[67,74,87,176],"agents.":[69],"A":[70],"standard":[71],"approach":[72],"agents":[76],"with":[77,128,155,164],"does":[79],"not":[80],"scale.":[81],"To":[82],"accommodate":[83],"visualization":[85],"incorporating":[86],"we":[90],"develop":[91],"clustering":[92,120],"overlapping":[94],"into":[96,183],"single":[98],"parent":[99],"glyph.":[100],"hierarchical":[102],"glyph":[103,141],"represents":[104],"mean":[106],"value":[107],"all":[109],"child":[110],"glyphs,":[112],"removing":[113],"overlap":[114],"reduTcing":[116],"visual":[117],"clutter.":[118],"Multi-variate":[119],"techniques":[121],"explored":[123],"developed":[125],"collaboration":[127],"domain":[129],"experts":[130],"center":[134,179],"industry.":[135],"We":[136,160],"implement":[137],"dynamic":[138],"control":[139],"clusters":[142],"according":[143],"zoom":[145],"level":[146],"customized":[148],"distance":[149],"metrics,":[150],"utilize":[152],"image":[153],"space":[154],"reduced":[156],"overplotting":[157],"cluttering.":[159],"demonstrate":[161],"our":[162],"technique":[163],"examples":[165],"usage":[168],"scenario":[169],"using":[170],"call-center":[172,191],"visualize":[175],"agents,":[180],"revealing":[181],"insight":[182],"reporting":[187],"feedback":[188],"from":[189],"expert":[190],"analysts.":[192]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}