{"id":"https://openalex.org/W4399729070","doi":"https://doi.org/10.1109/syscon61195.2024.10553494","title":"A Many-objective Evolutionary Algorithm Approach for Graph Visualization","display_name":"A Many-objective Evolutionary Algorithm Approach for Graph Visualization","publication_year":2024,"publication_date":"2024-04-15","ids":{"openalex":"https://openalex.org/W4399729070","doi":"https://doi.org/10.1109/syscon61195.2024.10553494"},"language":"en","primary_location":{"id":"doi:10.1109/syscon61195.2024.10553494","is_oa":false,"landing_page_url":"https://doi.org/10.1109/syscon61195.2024.10553494","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Systems Conference (SysCon)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/conference_contribution/A_Many-objective_Evolutionary_Algorithm_Approach_for_Graph_Visualization/26518555","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101427304","display_name":"Burhan Khan","orcid":"https://orcid.org/0000-0002-1765-935X"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Burhan Khan","raw_affiliation_strings":["Deakin University,Institute for Intelligent Systems Research and Innovation (IISRI),Geelong,Australia","Institute for Intelligent Systems Research and Innovation (IISRI), Deakin University, Geelong, Australia"],"affiliations":[{"raw_affiliation_string":"Deakin University,Institute for Intelligent Systems Research and Innovation (IISRI),Geelong,Australia","institution_ids":["https://openalex.org/I149704539"]},{"raw_affiliation_string":"Institute for Intelligent Systems Research and Innovation (IISRI), Deakin University, Geelong, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000102507","display_name":"Michael Johnstone","orcid":"https://orcid.org/0000-0002-3005-8911"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Michael Johnstone","raw_affiliation_strings":["Deakin University,Institute for Intelligent Systems Research and Innovation (IISRI),Geelong,Australia","Institute for Intelligent Systems Research and Innovation (IISRI), Deakin University, Geelong, Australia"],"affiliations":[{"raw_affiliation_string":"Deakin University,Institute for Intelligent Systems Research and Innovation (IISRI),Geelong,Australia","institution_ids":["https://openalex.org/I149704539"]},{"raw_affiliation_string":"Institute for Intelligent Systems Research and Innovation (IISRI), Deakin University, Geelong, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046519614","display_name":"Douglas Creighton","orcid":"https://orcid.org/0000-0002-9217-1231"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Douglas Creighton","raw_affiliation_strings":["Deakin University,Institute for Intelligent Systems Research and Innovation (IISRI),Geelong,Australia","Institute for Intelligent Systems Research and Innovation (IISRI), Deakin University, Geelong, Australia"],"affiliations":[{"raw_affiliation_string":"Deakin University,Institute for Intelligent Systems Research and Innovation (IISRI),Geelong,Australia","institution_ids":["https://openalex.org/I149704539"]},{"raw_affiliation_string":"Institute for Intelligent Systems Research and Innovation (IISRI), Deakin University, Geelong, Australia","institution_ids":["https://openalex.org/I149704539"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101427304"],"corresponding_institution_ids":["https://openalex.org/I149704539"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07814026,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9679999947547913,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T12292","display_name":"Graph Theory and Algorithms","score":0.963699996471405,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6953715682029724},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6247285008430481},{"id":"https://openalex.org/keywords/graph-drawing","display_name":"Graph drawing","score":0.5309785008430481},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4916699528694153},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.44220197200775146},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.44031086564064026},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.34092068672180176},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27493083477020264}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6953715682029724},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6247285008430481},{"id":"https://openalex.org/C112953755","wikidata":"https://www.wikidata.org/wiki/Q739462","display_name":"Graph drawing","level":3,"score":0.5309785008430481},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4916699528694153},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.44220197200775146},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.44031086564064026},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.34092068672180176},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27493083477020264}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/syscon61195.2024.10553494","is_oa":false,"landing_page_url":"https://doi.org/10.1109/syscon61195.2024.10553494","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Systems Conference (SysCon)","raw_type":"proceedings-article"},{"id":"pmh:oai:figshare.com:article/26518555","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/A_Many-objective_Evolutionary_Algorithm_Approach_for_Graph_Visualization/26518555","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/26518555","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/A_Many-objective_Evolutionary_Algorithm_Approach_for_Graph_Visualization/26518555","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":"","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W7042436","https://openalex.org/W43275652","https://openalex.org/W58821284","https://openalex.org/W1597397390","https://openalex.org/W1598396359","https://openalex.org/W1607386888","https://openalex.org/W1913975410","https://openalex.org/W1999436764","https://openalex.org/W2009790295","https://openalex.org/W2011576318","https://openalex.org/W2021053884","https://openalex.org/W2028695285","https://openalex.org/W2055077988","https://openalex.org/W2081588245","https://openalex.org/W2109184532","https://openalex.org/W2126105956","https://openalex.org/W2157479314","https://openalex.org/W2167482691","https://openalex.org/W2168788994","https://openalex.org/W2219394041","https://openalex.org/W2481155292","https://openalex.org/W2540051193","https://openalex.org/W2587641221","https://openalex.org/W2617606436","https://openalex.org/W2796841069","https://openalex.org/W2891428731","https://openalex.org/W2970770193","https://openalex.org/W2974241594","https://openalex.org/W2988934653","https://openalex.org/W3103656191","https://openalex.org/W3123018062","https://openalex.org/W6631971261","https://openalex.org/W6675077570","https://openalex.org/W6688765352","https://openalex.org/W6786050966"],"related_works":["https://openalex.org/W2346931493","https://openalex.org/W2903996962","https://openalex.org/W4312076339","https://openalex.org/W2798726020","https://openalex.org/W45302457","https://openalex.org/W2068726676","https://openalex.org/W4253074067","https://openalex.org/W4319996163","https://openalex.org/W4242766880","https://openalex.org/W4205285720"],"abstract_inverted_index":{"Determining":[0],"the":[1,18,38,73,85,119,125,132],"layout":[2,122],"of":[3,22,27,34,40,47,76,87,113],"a":[4,11,23,54,81,97,101],"graph":[5,109],"from":[6],"an":[7,68],"aesthetic":[8,88],"point-of-view":[9],"is":[10,116],"challenging":[12],"task":[13],"and":[14,53,124],"becomes":[15],"difficult":[16],"with":[17,118],"increase":[19],"in":[20,32,49,67],"complexity":[21],"graph.":[24],"Aesthetic":[25],"attributes":[26],"graphs":[28],"can":[29],"be":[30,91],"captured":[31],"terms":[33],"metrics":[35,61],"such":[36],"as":[37,65],"number":[39,86],"edge":[41,44],"crossings,":[42],"uniform":[43],"lengths,":[45],"visualization":[46],"loops":[48],"causal":[50],"loop":[51],"diagrams,":[52],"minimum":[55],"distance":[56],"between":[57],"neighboring":[58],"nodes.":[59],"These":[60],"are":[62],"then":[63],"used":[64],"objectives":[66],"evolutionary":[69,103],"algorithm":[70,104,123],"to":[71,80,105],"obtain":[72],"optimal":[74],"set":[75],"trade-off":[77],"solutions,":[78],"leading":[79],"pleasing":[82,108],"layout.":[83],"As":[84],"measures":[89],"could":[90],"more":[92],"than":[93],"three,":[94],"we":[95],"propose":[96],"framework":[98],"based":[99],"on":[100],"many-objective":[102],"produce":[106],"aesthetically":[107],"layouts.":[110],"The":[111],"outcome":[112],"this":[114],"approach":[115,127],"compared":[117],"ForceAtlas2":[120],"force-directed":[121],"proposed":[126],"demonstrates":[128],"better":[129],"results":[130],"for":[131],"objectives.":[133]},"counts_by_year":[],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
