{"id":"https://openalex.org/W4391381728","doi":"https://doi.org/10.1109/wsc60868.2023.10407629","title":"Squashing Bugs And Improving Design: Using Data Farming To Support Verification And Validation Of Military Agent-Based Simulations","display_name":"Squashing Bugs And Improving Design: Using Data Farming To Support Verification And Validation Of Military Agent-Based Simulations","publication_year":2023,"publication_date":"2023-12-10","ids":{"openalex":"https://openalex.org/W4391381728","doi":"https://doi.org/10.1109/wsc60868.2023.10407629"},"language":"en","primary_location":{"id":"doi:10.1109/wsc60868.2023.10407629","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/wsc60868.2023.10407629","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 Winter Simulation Conference (WSC)","raw_type":"proceedings-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/A5061784841","display_name":"Susan K. Aros","orcid":"https://orcid.org/0009-0009-6637-6936"},"institutions":[{"id":"https://openalex.org/I35364215","display_name":"Naval Postgraduate School","ror":"https://ror.org/033yfkj90","country_code":"US","type":"education","lineage":["https://openalex.org/I1330347796","https://openalex.org/I3130687028","https://openalex.org/I35364215"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Susan K. Aros","raw_affiliation_strings":["1 University Circle,Naval Postgraduate School,Monterey,CA,USA,93943"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"1 University Circle,Naval Postgraduate School,Monterey,CA,USA,93943","institution_ids":["https://openalex.org/I35364215"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045877542","display_name":"Mary L. McDonald","orcid":null},"institutions":[{"id":"https://openalex.org/I35364215","display_name":"Naval Postgraduate School","ror":"https://ror.org/033yfkj90","country_code":"US","type":"education","lineage":["https://openalex.org/I1330347796","https://openalex.org/I3130687028","https://openalex.org/I35364215"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mary L. McDonald","raw_affiliation_strings":["1 University Circle,Naval Postgraduate School,Monterey,CA,USA,93943"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"1 University Circle,Naval Postgraduate School,Monterey,CA,USA,93943","institution_ids":["https://openalex.org/I35364215"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I35364215"],"apc_list":null,"apc_paid":null,"fwci":0.2241,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.6096238,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"106","last_page":"117"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9965000152587891,"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/T11195","display_name":"Simulation Techniques and Applications","score":0.9965000152587891,"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/T11810","display_name":"Complex Systems and Decision Making","score":0.963699996471405,"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/T11500","display_name":"Evacuation and Crowd Dynamics","score":0.9506000280380249,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/wrench","display_name":"Wrench","score":0.7881183624267578},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7113472819328308},{"id":"https://openalex.org/keywords/data-verification","display_name":"Data verification","score":0.6045541763305664},{"id":"https://openalex.org/keywords/verification-and-validation-of-computer-simulation-models","display_name":"Verification and validation of computer simulation models","score":0.5862864255905151},{"id":"https://openalex.org/keywords/model-validation","display_name":"Model validation","score":0.5651998519897461},{"id":"https://openalex.org/keywords/data-validation","display_name":"Data validation","score":0.5098342299461365},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.4568856358528137},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.41192105412483215},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1928979754447937},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.16490259766578674},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.129866361618042},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06563085317611694}],"concepts":[{"id":"https://openalex.org/C29302406","wikidata":"https://www.wikidata.org/wiki/Q154411","display_name":"Wrench","level":2,"score":0.7881183624267578},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7113472819328308},{"id":"https://openalex.org/C49895821","wikidata":"https://www.wikidata.org/wiki/Q5227368","display_name":"Data verification","level":2,"score":0.6045541763305664},{"id":"https://openalex.org/C126433048","wikidata":"https://www.wikidata.org/wiki/Q7921324","display_name":"Verification and validation of computer simulation models","level":2,"score":0.5862864255905151},{"id":"https://openalex.org/C3019813237","wikidata":"https://www.wikidata.org/wiki/Q65089264","display_name":"Model validation","level":2,"score":0.5651998519897461},{"id":"https://openalex.org/C92446256","wikidata":"https://www.wikidata.org/wiki/Q3306762","display_name":"Data validation","level":2,"score":0.5098342299461365},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.4568856358528137},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41192105412483215},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1928979754447937},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.16490259766578674},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.129866361618042},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06563085317611694},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/wsc60868.2023.10407629","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/wsc60868.2023.10407629","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"},{"id":"pmh:oai:calhoun.nps.edu:10945/74612","is_oa":false,"landing_page_url":"https://hdl.handle.net/10945/74612","pdf_url":null,"source":{"id":"https://openalex.org/S4306400952","display_name":"Calhoun: The Naval Postgraduate School Institutional Archive (Naval Postgraduate School)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I35364215","host_organization_name":"Naval Postgraduate School","host_organization_lineage":["https://openalex.org/I35364215"],"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":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.7400000095367432}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1968851623","https://openalex.org/W2001331635","https://openalex.org/W2114962442","https://openalex.org/W2171314522","https://openalex.org/W2416048884","https://openalex.org/W2557449628","https://openalex.org/W2599714960","https://openalex.org/W2791199946","https://openalex.org/W2797140162","https://openalex.org/W3149994153","https://openalex.org/W4210492122","https://openalex.org/W4213422909","https://openalex.org/W4213433098","https://openalex.org/W4231268542","https://openalex.org/W4239537689","https://openalex.org/W4317815279"],"related_works":["https://openalex.org/W1990386601","https://openalex.org/W2167277353","https://openalex.org/W4229509014","https://openalex.org/W2114866884","https://openalex.org/W4242947661","https://openalex.org/W4252319716","https://openalex.org/W2151716009","https://openalex.org/W4251388728","https://openalex.org/W4233381323","https://openalex.org/W246914734"],"abstract_inverted_index":{"Verification":[0],"and":[1,47,60,66,89,104,109,122,138],"validation":[2,28,48,67,110,139],"of":[3,18,49,68,101,111,120,140],"complex":[4,50,69,84],"agent-based":[5,79,113],"human":[6],"behavior":[7],"simulation":[8,80,114],"models":[9,70],"is":[10],"a":[11,16,42],"challenging":[12],"endeavor,":[13],"particularly":[14],"since":[15],"dearth":[17],"real-world":[19],"data":[20,58,102,131],"makes":[21],"it":[22],"impossible":[23],"to":[24,36,40,76,133],"use":[25],"most":[26],"traditional":[27],"methods.":[29],"Data":[30],"farming":[31,59,103,132],"techniques":[32],"have":[33,129],"stepped":[34],"up":[35],"the":[37,64,136],"challenge,":[38],"proving":[39],"be":[41],"valuable":[43],"tool":[44],"for":[45,107],"verification":[46,65,108,137],"models.":[51],"In":[52],"this":[53],"paper":[54],"we":[55,128],"demonstrate":[56,124],"how":[57,127],"analysis":[61],"aids":[62],"in":[63,135],"by":[71],"presenting":[72],"specific":[73],"examples":[74,126],"pertaining":[75],"WRENCH,":[77,121],"an":[78,99,118],"model":[81],"that":[82],"represents":[83],"interactions":[85],"between":[86],"security":[87,93],"forces":[88],"civilians":[90],"during":[91],"civil":[92],"stability":[94],"operations.":[95],"We":[96],"first":[97],"provide":[98],"overview":[100,119],"its":[105],"relevance":[106],"military":[112],"models,":[115],"then":[116],"give":[117],"finally":[123],"with":[125],"used":[130],"aid":[134],"WRENCH.":[141]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
