{"id":"https://openalex.org/W4247568801","doi":"https://doi.org/10.1109/wsc.2013.6721434","title":"Introductory tutorial: Agent-based modeling and simulation","display_name":"Introductory tutorial: Agent-based modeling and simulation","publication_year":2013,"publication_date":"2013-12-01","ids":{"openalex":"https://openalex.org/W4247568801","doi":"https://doi.org/10.1109/wsc.2013.6721434"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2013.6721434","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2013.6721434","pdf_url":null,"source":{"id":"https://openalex.org/S4363607809","display_name":"2013 Winter Simulations Conference (WSC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 Winter Simulations 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/A5069616469","display_name":"Charles M. Macal","orcid":"https://orcid.org/0000-0001-9167-0699"},"institutions":[{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Charles M. Macal","raw_affiliation_strings":["Argonne National Laboratory, Argonne, IL, US"],"affiliations":[{"raw_affiliation_string":"Argonne National Laboratory, Argonne, IL, US","institution_ids":["https://openalex.org/I1282105669"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027434411","display_name":"Michael North","orcid":"https://orcid.org/0000-0002-6668-5503"},"institutions":[{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael J. North","raw_affiliation_strings":["Argonne National Laboratory, Argonne, IL, US"],"affiliations":[{"raw_affiliation_string":"Argonne National Laboratory, Argonne, IL, US","institution_ids":["https://openalex.org/I1282105669"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5069616469"],"corresponding_institution_ids":["https://openalex.org/I1282105669"],"apc_list":null,"apc_paid":null,"fwci":2.8174,"has_fulltext":false,"cited_by_count":61,"citation_normalized_percentile":{"value":0.91697831,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"362","last_page":"376"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11182","display_name":"Auction Theory and Applications","score":0.9757000207901001,"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":0.7221886515617371},{"id":"https://openalex.org/keywords/autonomous-agent","display_name":"Autonomous agent","score":0.5447344779968262},{"id":"https://openalex.org/keywords/agent-based-social-simulation","display_name":"Agent-based social simulation","score":0.5400799512863159},{"id":"https://openalex.org/keywords/multi-agent-system","display_name":"Multi-agent system","score":0.4880577325820923},{"id":"https://openalex.org/keywords/modeling-and-simulation","display_name":"Modeling and simulation","score":0.45847633481025696},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.4193307161331177},{"id":"https://openalex.org/keywords/agent-based-model","display_name":"Agent-based model","score":0.41284847259521484},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3465918302536011},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2405344545841217},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.22962766885757446},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13948586583137512}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7221886515617371},{"id":"https://openalex.org/C13687954","wikidata":"https://www.wikidata.org/wiki/Q4826847","display_name":"Autonomous agent","level":2,"score":0.5447344779968262},{"id":"https://openalex.org/C82267250","wikidata":"https://www.wikidata.org/wiki/Q4692055","display_name":"Agent-based social simulation","level":3,"score":0.5400799512863159},{"id":"https://openalex.org/C41550386","wikidata":"https://www.wikidata.org/wiki/Q529909","display_name":"Multi-agent system","level":2,"score":0.4880577325820923},{"id":"https://openalex.org/C167343916","wikidata":"https://www.wikidata.org/wiki/Q6888384","display_name":"Modeling and simulation","level":2,"score":0.45847633481025696},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.4193307161331177},{"id":"https://openalex.org/C2780873155","wikidata":"https://www.wikidata.org/wiki/Q392811","display_name":"Agent-based model","level":2,"score":0.41284847259521484},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3465918302536011},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2405344545841217},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.22962766885757446},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13948586583137512}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wsc.2013.6721434","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2013.6721434","pdf_url":null,"source":{"id":"https://openalex.org/S4363607809","display_name":"2013 Winter Simulations Conference (WSC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 Winter Simulations Conference (WSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W373120162","https://openalex.org/W831519427","https://openalex.org/W1265389026","https://openalex.org/W1482193576","https://openalex.org/W1503340167","https://openalex.org/W1510118806","https://openalex.org/W1540492331","https://openalex.org/W1650650432","https://openalex.org/W1754742701","https://openalex.org/W1903683453","https://openalex.org/W1968782720","https://openalex.org/W2004860585","https://openalex.org/W2027526094","https://openalex.org/W2047614157","https://openalex.org/W2048092763","https://openalex.org/W2048911457","https://openalex.org/W2058901697","https://openalex.org/W2077563974","https://openalex.org/W2078702388","https://openalex.org/W2085607178","https://openalex.org/W2092092574","https://openalex.org/W2102360367","https://openalex.org/W2116662694","https://openalex.org/W2123856861","https://openalex.org/W2126554879","https://openalex.org/W2140481308","https://openalex.org/W2145408484","https://openalex.org/W2150704630","https://openalex.org/W2153373747","https://openalex.org/W2155272711","https://openalex.org/W2497585850","https://openalex.org/W2588823749","https://openalex.org/W2889011686","https://openalex.org/W2988934653","https://openalex.org/W3011439212","https://openalex.org/W3121364520","https://openalex.org/W3122614245","https://openalex.org/W3140675833","https://openalex.org/W3149462652","https://openalex.org/W3151210556","https://openalex.org/W4205945437","https://openalex.org/W4234489522","https://openalex.org/W4235886299","https://openalex.org/W4240141182","https://openalex.org/W4248736635","https://openalex.org/W4298218964","https://openalex.org/W4300115468","https://openalex.org/W6623364890","https://openalex.org/W6628750768","https://openalex.org/W6630521804","https://openalex.org/W6637212589","https://openalex.org/W6657276371","https://openalex.org/W6672108153","https://openalex.org/W6732940536","https://openalex.org/W6844851099"],"related_works":["https://openalex.org/W2161520603","https://openalex.org/W2612836981","https://openalex.org/W2366832855","https://openalex.org/W2604958989","https://openalex.org/W1559821911","https://openalex.org/W2618716983","https://openalex.org/W4390046143","https://openalex.org/W2620638075","https://openalex.org/W1586030051","https://openalex.org/W2032219043"],"abstract_inverted_index":{"Agent-based":[0,15],"simulation":[1,126],"(ABS)":[2],"is":[3,39],"an":[4],"approach":[5],"to":[6,19,64,76,93,104,115],"modeling":[7,16,54,124],"systems":[8],"comprised":[9],"of":[10,68,74,81,132],"individual,":[11],"autonomous,":[12],"interacting":[13],"\u201cagents.\u201d":[14],"offers":[17],"ways":[18,31],"more":[20],"easily":[21],"model":[22],"individual":[23],"behaviors":[24,27],"and":[25,60,71,107,125,137],"how":[26],"affect":[28],"others":[29],"in":[30,42,57,86,117],"that":[32,90,100],"have":[33,94],"not":[34],"been":[35],"available":[36],"before.":[37],"There":[38],"much":[40],"interest":[41],"developing":[43,141],"agent-based":[44,110,123,142],"models":[45,111],"for":[46,140],"many":[47],"application":[48],"problem":[49],"domains.":[50],"Applications":[51],"range":[52],"from":[53],"agent":[55],"behavior":[56],"supply":[58],"chains":[59],"the":[61,66,72,78,82,87,98,129],"stock":[62],"market,":[63],"predicting":[65],"success":[67],"marketing":[69],"campaigns":[70],"spread":[73],"epidemics,":[75],"projecting":[77],"future":[79],"needs":[80],"healthcare":[83],"system.":[84],"Progress":[85],"area":[88],"suggests":[89],"ABS":[91],"promises":[92],"far-reaching":[95],"effects":[96],"on":[97],"way":[99],"businesses":[101],"use":[102,109],"computers":[103],"support":[105],"decision-making":[106],"researchers":[108],"as":[112],"electronic":[113],"laboratories":[114],"aid":[116],"discovery.":[118],"This":[119],"brief":[120],"tutorial":[121],"introduces":[122],"by":[127],"describing":[128],"basic":[130],"ideas":[131],"ABS,":[133],"discussing":[134],"some":[135],"applications,":[136],"addressing":[138],"methods":[139],"models.":[143]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}