{"id":"https://openalex.org/W2732202795","doi":"https://doi.org/10.1145/3071178.3071332","title":"Alternate social theory discovery using genetic programming","display_name":"Alternate social theory discovery using genetic programming","publication_year":2017,"publication_date":"2017-06-30","ids":{"openalex":"https://openalex.org/W2732202795","doi":"https://doi.org/10.1145/3071178.3071332","mag":"2732202795"},"language":"en","primary_location":{"id":"doi:10.1145/3071178.3071332","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3071178.3071332","pdf_url":null,"source":{"id":"https://openalex.org/S4363608932","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference","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":"Proceedings of the Genetic and Evolutionary Computation Conference","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://stars.library.ucf.edu/scopus2015/6940","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5070225814","display_name":"Chathika Gunaratne","orcid":"https://orcid.org/0000-0002-2508-8745"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Chathika Gunaratne","raw_affiliation_strings":["University of Central Florida"],"affiliations":[{"raw_affiliation_string":"University of Central Florida","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001663885","display_name":"Iv\u00e1n Garibay","orcid":"https://orcid.org/0000-0002-3302-9382"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ivan Garibay","raw_affiliation_strings":["University of Central Florida"],"affiliations":[{"raw_affiliation_string":"University of Central Florida","institution_ids":["https://openalex.org/I106165777"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5070225814"],"corresponding_institution_ids":["https://openalex.org/I106165777"],"apc_list":null,"apc_paid":null,"fwci":5.6042,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.9587242,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"115","last_page":"122"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11252","display_name":"Evolutionary Game Theory and Cooperation","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11252","display_name":"Evolutionary Game Theory and Cooperation","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9984999895095825,"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/T11764","display_name":"Evolution and Genetic Dynamics","score":0.9882000088691711,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.7455489635467529},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7221647500991821},{"id":"https://openalex.org/keywords/ambiguity","display_name":"Ambiguity","score":0.5748866200447083},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5616233944892883},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5475302338600159},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5231426954269409},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.517602801322937},{"id":"https://openalex.org/keywords/stylized-fact","display_name":"Stylized fact","score":0.47939157485961914},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.4693278670310974},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.41491344571113586},{"id":"https://openalex.org/keywords/modular-programming","display_name":"Modular programming","score":0.41115984320640564},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3712962567806244},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09959843754768372}],"concepts":[{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.7455489635467529},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7221647500991821},{"id":"https://openalex.org/C2780522230","wikidata":"https://www.wikidata.org/wiki/Q1140419","display_name":"Ambiguity","level":2,"score":0.5748866200447083},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5616233944892883},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5475302338600159},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5231426954269409},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.517602801322937},{"id":"https://openalex.org/C38935604","wikidata":"https://www.wikidata.org/wiki/Q4330363","display_name":"Stylized fact","level":2,"score":0.47939157485961914},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.4693278670310974},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.41491344571113586},{"id":"https://openalex.org/C88482812","wikidata":"https://www.wikidata.org/wiki/Q6453666","display_name":"Modular programming","level":2,"score":0.41115984320640564},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3712962567806244},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09959843754768372},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3071178.3071332","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3071178.3071332","pdf_url":null,"source":{"id":"https://openalex.org/S4363608932","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference","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":"Proceedings of the Genetic and Evolutionary Computation Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:stars.library.ucf.edu:scopus2015-7939","is_oa":true,"landing_page_url":"https://stars.library.ucf.edu/scopus2015/6940","pdf_url":null,"source":{"id":"https://openalex.org/S4210172555","display_name":"Journal of International Crisis and Risk Communication Research","issn_l":"2576-0017","issn":["2576-0017","2576-0025"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus Export 2015-2019","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:stars.library.ucf.edu:scopus2015-7939","is_oa":true,"landing_page_url":"https://stars.library.ucf.edu/scopus2015/6940","pdf_url":null,"source":{"id":"https://openalex.org/S4210172555","display_name":"Journal of International Crisis and Risk Communication Research","issn_l":"2576-0017","issn":["2576-0017","2576-0025"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus Export 2015-2019","raw_type":"text"},"sustainable_development_goals":[{"score":0.8100000023841858,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W9730082","https://openalex.org/W1515173830","https://openalex.org/W1576818901","https://openalex.org/W1598131467","https://openalex.org/W1684673748","https://openalex.org/W1816429301","https://openalex.org/W1986582348","https://openalex.org/W2000929155","https://openalex.org/W2006012747","https://openalex.org/W2019971220","https://openalex.org/W2089204312","https://openalex.org/W2090583502","https://openalex.org/W2098399738","https://openalex.org/W2127112096","https://openalex.org/W2136204467","https://openalex.org/W2140862057","https://openalex.org/W2147492008","https://openalex.org/W2149579926","https://openalex.org/W2150312211","https://openalex.org/W2155621289","https://openalex.org/W2159635464","https://openalex.org/W2160931540","https://openalex.org/W2204468525","https://openalex.org/W2242389164","https://openalex.org/W2401165888","https://openalex.org/W2497013456","https://openalex.org/W2588020571","https://openalex.org/W4234406933"],"related_works":["https://openalex.org/W1470425429","https://openalex.org/W4318350883","https://openalex.org/W4328134586","https://openalex.org/W4205478082","https://openalex.org/W4281385048","https://openalex.org/W4361795583","https://openalex.org/W4313001487","https://openalex.org/W4308191010","https://openalex.org/W3127425528","https://openalex.org/W2940336242"],"abstract_inverted_index":{"A":[0],"pressing":[1],"issue":[2],"with":[3],"agent-based":[4],"model":[5,133],"(ABM)":[6],"replicability":[7],"is":[8,48,158,174],"the":[9,15,75,97,101,107,125,130,135,139,149,165,184],"ambiguity":[10],"behind":[11],"micro-behavior":[12],"rules":[13,166],"of":[14,74,104,145,177],"agents.":[16],"In":[17,55],"practice,":[18],"modelers":[19],"choose":[20],"between":[21],"competing":[22],"theories,":[23],"each":[24],"describing":[25],"separate":[26],"candidate":[27,76,82,118,179],"solutions.":[28],"Pattern-oriented":[29],"modeling":[30],"(POM)":[31],"and":[32,50,154],"stylized":[33],"facts":[34],"matching":[35],"recommend":[36],"testing":[37],"theories":[38],"against":[39],"patterns":[40,86],"extracted":[41],"from":[42],"real-world":[43,89,185],"data.":[44,90],"Yet,":[45],"manually,":[46],"POM":[47],"tedious":[49],"prone":[51],"to":[52,64,141],"human":[53],"error.":[54],"this":[56,93,157],"study,":[57],"we":[58,115],"present":[59],"a":[60,143,175],"genetic":[61,78],"programming":[62,79],"strategy":[63,94,103],"evolve":[65],"debatable":[66],"assumptions":[67],"on":[68],"agent":[69],"micro-behaviors.":[70],"After":[71],"proper":[72],"modularization":[73],"micro-behaviors,":[77],"can":[80,188],"discover":[81],"micro-behaviors":[83],"which":[84,123,187],"reproduce":[85],"found":[87],"in":[88,106,134],"We":[91,137],"illustrate":[92],"by":[95,192],"evolving":[96],"decision":[98,119,151],"tree":[99],"representing":[100],"farm-seeking":[102,122],"agents":[105],"Artificial":[108],"Anasazi":[109],"ABM.":[110],"Through":[111],"evolutionary":[112,162],"theory":[113],"discovery,":[114],"obtain":[116],"multiple":[117],"trees":[120],"for":[121],"fit":[124,183],"archaeological":[126],"data":[127],"better":[128],"than":[129],"calibrated":[131],"original":[132],"literature.":[136],"emphasize":[138],"necessity":[140],"explore":[142],"range":[144],"components":[146],"that":[147,156,181],"influence":[148],"agents'":[150],"making":[152],"process":[153,163],"demonstrate":[155],"achievable":[159],"through":[160],"an":[161],"if":[164],"are":[167],"modularized":[168],"as":[169],"required.":[170],"The":[171],"end":[172],"result":[173],"set":[176],"plausible":[178],"solutions":[180],"closely":[182],"data,":[186],"then":[189],"be":[190],"nominated":[191],"domain":[193],"experts.":[194]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2}],"updated_date":"2026-03-11T14:59:36.786465","created_date":"2025-10-10T00:00:00"}
