{"id":"https://openalex.org/W3049746298","doi":"https://doi.org/10.1504/ijsse.2020.10031374","title":"Modeling and Simulation in Complex System Governance","display_name":"Modeling and Simulation in Complex System Governance","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3049746298","doi":"https://doi.org/10.1504/ijsse.2020.10031374","mag":"3049746298"},"language":"en","primary_location":{"id":"doi:10.1504/ijsse.2020.10031374","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijsse.2020.10031374","pdf_url":null,"source":{"id":"https://openalex.org/S84712792","display_name":"International Journal of System of Systems Engineering","issn_l":"1748-0671","issn":["1748-0671","1748-068X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of System of Systems Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"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/A5051028963","display_name":"Keith Joiner","orcid":"https://orcid.org/0000-0001-6081-3239"},"institutions":[{"id":"https://openalex.org/I2801210938","display_name":"Australian Defence College","ror":"https://ror.org/01kaw2b03","country_code":"AU","type":"education","lineage":["https://openalex.org/I2801210938"]},{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Keith Joiner","raw_affiliation_strings":["Capability Systems Centre, University of New South Wales - Canberra, NSW University College at Australian Defence Academy, Building 21, Room 363, Canberra BC 2610, Australia ORCID: 0000-0001-6081-3239"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Capability Systems Centre, University of New South Wales - Canberra, NSW University College at Australian Defence Academy, Building 21, Room 363, Canberra BC 2610, Australia ORCID: 0000-0001-6081-3239","institution_ids":["https://openalex.org/I2801210938","https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018638405","display_name":"Polinpapilinho F. Katina","orcid":"https://orcid.org/0000-0002-2213-4929"},"institutions":[{"id":"https://openalex.org/I127845322","display_name":"University of South Carolina Upstate","ror":"https://ror.org/00t9hhv14","country_code":"US","type":"education","lineage":["https://openalex.org/I127845322"]},{"id":"https://openalex.org/I4210116219","display_name":"Engineering Systems (United States)","ror":"https://ror.org/02qg60849","country_code":"US","type":"company","lineage":["https://openalex.org/I4210116219"]},{"id":"https://openalex.org/I4210142152","display_name":"ORCID","ror":"https://ror.org/04fa4r544","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210142152"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Polinpapilinho F. Katina","raw_affiliation_strings":["Informatics and Engineering Systems, University of South Carolina Upstate, 800 University Way, Media Bldg., 211, Spartanburg, SC 29303, USA ORCID: 0000-0002-2213-4929"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Informatics and Engineering Systems, University of South Carolina Upstate, 800 University Way, Media Bldg., 211, Spartanburg, SC 29303, USA ORCID: 0000-0002-2213-4929","institution_ids":["https://openalex.org/I127845322","https://openalex.org/I4210142152","https://openalex.org/I4210116219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031750908","display_name":"Charles B. Keating","orcid":null},"institutions":[{"id":"https://openalex.org/I4210116219","display_name":"Engineering Systems (United States)","ror":"https://ror.org/02qg60849","country_code":"US","type":"company","lineage":["https://openalex.org/I4210116219"]},{"id":"https://openalex.org/I81365321","display_name":"Old Dominion University","ror":"https://ror.org/04zjtrb98","country_code":"US","type":"education","lineage":["https://openalex.org/I81365321"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Charles Keating","raw_affiliation_strings":["Department of Engineering Management & Systems Engineering, National Centers for System of Systems Engineering, Old Dominion University, 2101 Engineering Systems Bldg., Norfolk, VA 23529, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering Management & Systems Engineering, National Centers for System of Systems Engineering, Old Dominion University, 2101 Engineering Systems Bldg., Norfolk, VA 23529, USA","institution_ids":["https://openalex.org/I81365321","https://openalex.org/I4210116219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057478255","display_name":"Andreas Tolk","orcid":"https://orcid.org/0000-0002-4201-8757"},"institutions":[{"id":"https://openalex.org/I4210142152","display_name":"ORCID","ror":"https://ror.org/04fa4r544","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210142152"]},{"id":"https://openalex.org/I44896327","display_name":"Mitre (United States)","ror":"https://ror.org/03ks2a131","country_code":"US","type":"company","lineage":["https://openalex.org/I44896327"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andreas Tolk","raw_affiliation_strings":["The MITRE Corporation, 903 Enterprise Pkwy Ste 200, Hampton, VA 23666, USA ORCID: 0000-0002-4201-8757"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The MITRE Corporation, 903 Enterprise Pkwy Ste 200, Hampton, VA 23666, USA ORCID: 0000-0002-4201-8757","institution_ids":["https://openalex.org/I44896327","https://openalex.org/I4210142152"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3718,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.66390752,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"10","issue":"3","first_page":"1","last_page":"1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11810","display_name":"Complex Systems and Decision Making","score":0.9643999934196472,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11810","display_name":"Complex Systems and Decision Making","score":0.9643999934196472,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9045000076293945,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5969178676605225},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.5928714871406555},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5698175430297852},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5484141707420349},{"id":"https://openalex.org/keywords/complex-system","display_name":"Complex system","score":0.5113222599029541},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.4670829772949219},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.46504297852516174},{"id":"https://openalex.org/keywords/system-dynamics","display_name":"System dynamics","score":0.45653730630874634},{"id":"https://openalex.org/keywords/corporate-governance","display_name":"Corporate governance","score":0.4451500475406647},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.41163069009780884},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3841138482093811},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.31789034605026245},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.14788344502449036},{"id":"https://openalex.org/keywords/management","display_name":"Management","score":0.07711967825889587}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5969178676605225},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.5928714871406555},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5698175430297852},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5484141707420349},{"id":"https://openalex.org/C47822265","wikidata":"https://www.wikidata.org/wiki/Q854457","display_name":"Complex system","level":2,"score":0.5113222599029541},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.4670829772949219},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.46504297852516174},{"id":"https://openalex.org/C77405623","wikidata":"https://www.wikidata.org/wiki/Q598451","display_name":"System dynamics","level":2,"score":0.45653730630874634},{"id":"https://openalex.org/C39389867","wikidata":"https://www.wikidata.org/wiki/Q380767","display_name":"Corporate governance","level":2,"score":0.4451500475406647},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.41163069009780884},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3841138482093811},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.31789034605026245},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14788344502449036},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.07711967825889587},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1504/ijsse.2020.10031374","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijsse.2020.10031374","pdf_url":null,"source":{"id":"https://openalex.org/S84712792","display_name":"International Journal of System of Systems Engineering","issn_l":"1748-0671","issn":["1748-0671","1748-068X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of System of Systems Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5699999928474426,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2120447654","https://openalex.org/W2977179488","https://openalex.org/W2144453115","https://openalex.org/W2128223750","https://openalex.org/W4238532390","https://openalex.org/W2188872161","https://openalex.org/W2002978035","https://openalex.org/W3045218883","https://openalex.org/W2061544835","https://openalex.org/W1977799441"],"abstract_inverted_index":{"Complex":[0],"system":[1,13,106,129],"governance":[2],"(CSG)":[3],"is":[4,66,134],"an":[5,9],"emerging":[6,46],"field,":[7],"representing":[8],"approach":[10],"to":[11,33,43,51,68],"improve":[12],"performance":[14],"through":[15],"purposeful":[16],"design,":[17],"execution,":[18],"and":[19,37,87,91,102,128,142],"evolution":[20],"of":[21,27,48,64,78,81,95,104,116,124,140],"essential":[22],"metasystem":[23],"functions.":[24],"The":[25],"aim":[26],"this":[28],"study":[29],"was":[30],"twofold:":[31],"i)":[32],"understand":[34],"how":[35],"modelling":[36,90],"simulation":[38],"(M&S)":[39],"can":[40],"be":[41],"used":[42,67],"enhance":[44],"the":[45,76,105,114,138],"field":[47],"CSG;":[49],"ii)":[50],"evaluate":[52],"different":[53,93],"MS&S":[54],"paradigms":[55,123],"for":[56,89,113],"their":[57],"compatibility":[58],"with":[59,137],"CSG.":[60],"An":[61],"extensive":[62],"review":[63],"literature":[65],"define":[69],"current":[70],"trends":[71],"in":[72,107,135],"M&S.":[73],"Results":[74],"indicate":[75],"existence":[77],"a":[79,111,117,132],"variety":[80],"models,":[82],"methods,":[83],"tools":[84],"(including":[85],"software)":[86],"techniques":[88],"simulating":[92],"aspects":[94],"phenomena":[96],"mainly":[97],"driven":[98],"by":[99],"tool":[100],"capability":[101],"goals":[103,139],"question.":[108],"We":[109],"propose":[110],"need":[112],"development":[115],"hybrid":[118],"model":[119,133],"grounded":[120],"on":[121],"three":[122],"M&S:":[125],"agent-based,":[126],"discrete-event,":[127],"dynamics.":[130],"Such":[131],"keeping":[136],"CSG":[141],"its":[143],"required":[144],"capabilities":[145],"amid":[146],"increasing":[147],"complexity.":[148]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
