{"id":"https://openalex.org/W3035501158","doi":"https://doi.org/10.1080/01605682.2020.1768809","title":"Task-based visual analytics for interactive multiobjective optimization","display_name":"Task-based visual analytics for interactive multiobjective optimization","publication_year":2020,"publication_date":"2020-06-16","ids":{"openalex":"https://openalex.org/W3035501158","doi":"https://doi.org/10.1080/01605682.2020.1768809","mag":"3035501158"},"language":"en","primary_location":{"id":"doi:10.1080/01605682.2020.1768809","is_oa":false,"landing_page_url":"https://doi.org/10.1080/01605682.2020.1768809","pdf_url":null,"source":{"id":"https://openalex.org/S169988927","display_name":"Journal of the Operational Research Society","issn_l":"0160-5682","issn":["0160-5682","1476-9360"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319703","host_organization_name":"Palgrave Macmillan","host_organization_lineage":["https://openalex.org/P4310319703","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Palgrave Macmillan","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the Operational Research Society","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://jyx.jyu.fi/bitstreams/801cfdfe-5a89-4603-b0de-eac5bba276e6/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005908576","display_name":"Jussi Hakanen","orcid":"https://orcid.org/0000-0001-9579-8657"},"institutions":[{"id":"https://openalex.org/I94722563","display_name":"University of Jyv\u00e4skyl\u00e4","ror":"https://ror.org/05n3dz165","country_code":"FI","type":"education","lineage":["https://openalex.org/I94722563"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Jussi Hakanen","raw_affiliation_strings":["Faculty of Information Technology, University of Jyvaskyla, Finland"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, University of Jyvaskyla, Finland","institution_ids":["https://openalex.org/I94722563"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020945863","display_name":"Kaisa Miettinen","orcid":"https://orcid.org/0000-0003-1013-4689"},"institutions":[{"id":"https://openalex.org/I94722563","display_name":"University of Jyv\u00e4skyl\u00e4","ror":"https://ror.org/05n3dz165","country_code":"FI","type":"education","lineage":["https://openalex.org/I94722563"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Kaisa Miettinen","raw_affiliation_strings":["Faculty of Information Technology, University of Jyvaskyla, Finland"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, University of Jyvaskyla, Finland","institution_ids":["https://openalex.org/I94722563"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000695313","display_name":"Kre\u0161imir Matkovi\u0107","orcid":"https://orcid.org/0000-0001-9406-8943"},"institutions":[{"id":"https://openalex.org/I1343190059","display_name":"VRVis GmbH (Austria)","ror":"https://ror.org/02xyxvc90","country_code":"AT","type":"company","lineage":["https://openalex.org/I1343190059"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Kre\u0161imir Matkovi\u0107","raw_affiliation_strings":["VRVis Zentrum f\u00fcr Virtual Reality und Visualisierung Forschungs-GmbH, Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"VRVis Zentrum f\u00fcr Virtual Reality und Visualisierung Forschungs-GmbH, Vienna, Austria","institution_ids":["https://openalex.org/I1343190059"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5005908576"],"corresponding_institution_ids":["https://openalex.org/I94722563"],"apc_list":null,"apc_paid":null,"fwci":0.8838,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.76202675,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"72","issue":"9","first_page":"2073","last_page":"2090"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9991999864578247,"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":0.9991999864578247,"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/T10672","display_name":"Design Education and Practice","score":0.932200014591217,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.8878185749053955},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8010655641555786},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6258662939071655},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.6042974591255188},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5382895469665527},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5350433588027954},{"id":"https://openalex.org/keywords/interactive-visual-analysis","display_name":"Interactive visual analysis","score":0.522257387638092},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5014333724975586},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.4837243854999542},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4228043854236603},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.3555784225463867},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34543663263320923},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30743762850761414},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.2755807638168335},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.15908098220825195},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.09242111444473267}],"concepts":[{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.8878185749053955},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8010655641555786},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6258662939071655},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.6042974591255188},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5382895469665527},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5350433588027954},{"id":"https://openalex.org/C99740376","wikidata":"https://www.wikidata.org/wiki/Q17092520","display_name":"Interactive visual analysis","level":4,"score":0.522257387638092},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5014333724975586},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.4837243854999542},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4228043854236603},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.3555784225463867},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34543663263320923},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30743762850761414},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2755807638168335},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.15908098220825195},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.09242111444473267},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1080/01605682.2020.1768809","is_oa":false,"landing_page_url":"https://doi.org/10.1080/01605682.2020.1768809","pdf_url":null,"source":{"id":"https://openalex.org/S169988927","display_name":"Journal of the Operational Research Society","issn_l":"0160-5682","issn":["0160-5682","1476-9360"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319703","host_organization_name":"Palgrave Macmillan","host_organization_lineage":["https://openalex.org/P4310319703","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Palgrave Macmillan","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the Operational Research Society","raw_type":"journal-article"},{"id":"pmh:oai:jyx.jyu.fi:123456789/70681","is_oa":true,"landing_page_url":"http://urn.fi/URN:NBN:fi:jyu-202006244871","pdf_url":"https://jyx.jyu.fi/bitstreams/801cfdfe-5a89-4603-b0de-eac5bba276e6/download","source":{"id":"https://openalex.org/S4306400563","display_name":"Jyv\u00e4skyl\u00e4 University Digital Archive (University of Jyv\u00e4skyl\u00e4)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I94722563","host_organization_name":"University of Jyv\u00e4skyl\u00e4","host_organization_lineage":["https://openalex.org/I94722563"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"A1"},{"id":"pmh:oai:RePEc:taf:tjorxx:v:72:y:2021:i:9:p:2073-2090","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/01605682.2020.1768809","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"}],"best_oa_location":{"id":"pmh:oai:jyx.jyu.fi:123456789/70681","is_oa":true,"landing_page_url":"http://urn.fi/URN:NBN:fi:jyu-202006244871","pdf_url":"https://jyx.jyu.fi/bitstreams/801cfdfe-5a89-4603-b0de-eac5bba276e6/download","source":{"id":"https://openalex.org/S4306400563","display_name":"Jyv\u00e4skyl\u00e4 University Digital Archive (University of Jyv\u00e4skyl\u00e4)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I94722563","host_organization_name":"University of Jyv\u00e4skyl\u00e4","host_organization_lineage":["https://openalex.org/I94722563"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"A1"},"sustainable_development_goals":[{"display_name":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6","score":0.8700000047683716}],"awards":[{"id":"https://openalex.org/G2101370176","display_name":null,"funder_award_id":"311877","funder_id":"https://openalex.org/F4320323168","funder_display_name":"Jyv\u00e4skyl\u00e4n Yliopisto"},{"id":"https://openalex.org/G3949093982","display_name":null,"funder_award_id":"COMET","funder_id":"https://openalex.org/F4320323033","funder_display_name":"Bundesministerium f\u00fcr Verkehr, Innovation und Technologie"}],"funders":[{"id":"https://openalex.org/F4320323033","display_name":"Bundesministerium f\u00fcr Verkehr, Innovation und Technologie","ror":"https://ror.org/04marky29"},{"id":"https://openalex.org/F4320323168","display_name":"Jyv\u00e4skyl\u00e4n Yliopisto","ror":"https://ror.org/05n3dz165"},{"id":"https://openalex.org/F4320327593","display_name":"Bundesministerium f\u00fcr Digitalisierung und Wirtschaftsstandort","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3035501158.pdf","grobid_xml":"https://content.openalex.org/works/W3035501158.grobid-xml"},"referenced_works_count":56,"referenced_works":["https://openalex.org/W4925764","https://openalex.org/W46793038","https://openalex.org/W88051974","https://openalex.org/W146421413","https://openalex.org/W884650706","https://openalex.org/W1533506891","https://openalex.org/W1555698548","https://openalex.org/W1571597376","https://openalex.org/W1594453896","https://openalex.org/W1600205816","https://openalex.org/W1607098015","https://openalex.org/W1885107708","https://openalex.org/W1963652112","https://openalex.org/W1970569675","https://openalex.org/W1974268124","https://openalex.org/W1983865248","https://openalex.org/W1984620536","https://openalex.org/W1988560453","https://openalex.org/W2005007044","https://openalex.org/W2013073142","https://openalex.org/W2015433844","https://openalex.org/W2022139805","https://openalex.org/W2027257688","https://openalex.org/W2048002834","https://openalex.org/W2056618433","https://openalex.org/W2061475578","https://openalex.org/W2062241216","https://openalex.org/W2072921178","https://openalex.org/W2090235798","https://openalex.org/W2090439917","https://openalex.org/W2123006068","https://openalex.org/W2135694298","https://openalex.org/W2141115795","https://openalex.org/W2142407987","https://openalex.org/W2149874318","https://openalex.org/W2159344791","https://openalex.org/W2161133721","https://openalex.org/W2171073562","https://openalex.org/W2306366609","https://openalex.org/W2414607481","https://openalex.org/W2414613417","https://openalex.org/W2460202334","https://openalex.org/W2490736661","https://openalex.org/W2559295340","https://openalex.org/W2901052450","https://openalex.org/W2935996824","https://openalex.org/W3145503734","https://openalex.org/W3160903453","https://openalex.org/W4233757421","https://openalex.org/W4235967258","https://openalex.org/W4243119991","https://openalex.org/W4255673994","https://openalex.org/W4255775921","https://openalex.org/W4285719527","https://openalex.org/W4292864963","https://openalex.org/W4300639489"],"related_works":["https://openalex.org/W1558485007","https://openalex.org/W2067923524","https://openalex.org/W3004497735","https://openalex.org/W1873226627","https://openalex.org/W2911982569","https://openalex.org/W2138646726","https://openalex.org/W3127482518","https://openalex.org/W4302879739","https://openalex.org/W2585748556","https://openalex.org/W4210310791"],"abstract_inverted_index":{"We":[0,29,127],"study":[1],"how":[2,93],"visual":[3,8,83,131],"interaction":[4,137],"techniques":[5],"considered":[6],"in":[7,25,81,103,135],"analytics":[9,84,132],"can":[10,97,133],"be":[11,98],"utilized":[12],"when":[13],"implementing":[14,136],"interactive":[15,51,70,125,143],"multiobjective":[16,109,144],"optimization":[17,110,145],"methods,":[18],"where":[19],"a":[20,58,107],"decision":[21,140],"maker":[22],"iteratively":[23],"participates":[24],"the":[26,48,82,94,104],"solution":[27],"process.":[28],"want":[30],"to":[31,43,113],"benefit":[32],"from":[33],"previous":[34],"research":[35],"and":[36,46,100,142],"avoid":[37],"re-inventing":[38],"ideas.":[39],"Our":[40],"aim":[41],"is":[42],"widen":[44],"awareness":[45],"increase":[47],"applicability":[49],"of":[50,106,124],"methods":[52],"for":[53,69,122],"solving":[54],"real-world":[55,108],"problems.":[56],"As":[57],"concrete":[59],"approach,":[60],"we":[61,88,119],"introduce":[62],"seven":[63],"high-level":[64,73,95],"tasks":[65,74,79,96],"that":[66,129],"are":[67,75],"relevant":[68],"methods.":[71,126,146],"These":[72],"based":[76],"on":[77,92],"low-level":[78],"proposed":[80],"literature.":[85],"In":[86],"addition,":[87],"give":[89],"an":[90],"example":[91],"implemented":[99],"demonstrate":[101],"this":[102],"context":[105],"problem":[111],"related":[112],"wastewater":[114],"treatment":[115],"plant":[116],"operation.":[117],"Finally,":[118],"make":[120],"recommendations":[121],"implementations":[123],"conclude":[128],"task-based":[130],"help":[134],"between":[138],"human":[139],"makers":[141]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2}],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2025-10-10T00:00:00"}
