{"id":"https://openalex.org/W1983225842","doi":"https://doi.org/10.1177/1059712309342488","title":"Pattern-Oriented Modeling of Commons Dilemma Experiments","display_name":"Pattern-Oriented Modeling of Commons Dilemma Experiments","publication_year":2009,"publication_date":"2009-09-22","ids":{"openalex":"https://openalex.org/W1983225842","doi":"https://doi.org/10.1177/1059712309342488","mag":"1983225842"},"language":"en","primary_location":{"id":"doi:10.1177/1059712309342488","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1059712309342488","pdf_url":null,"source":{"id":"https://openalex.org/S183337005","display_name":"Adaptive Behavior","issn_l":"1059-7123","issn":["1059-7123","1741-2633"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adaptive Behavior","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/A5011271066","display_name":"Marco A. Janssen","orcid":"https://orcid.org/0000-0002-1240-9052"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Marco A. Janssen","raw_affiliation_strings":["School of Human Evolution and Social Change, Arizona State University, , Center for the Study of Institutional Diversity, Arizona State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Human Evolution and Social Change, Arizona State University, , Center for the Study of Institutional Diversity, Arizona State University","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082392669","display_name":"Nicholas P. Radtke","orcid":null},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nicholas P. Radtke","raw_affiliation_strings":["Center for the Study of Institutional Diversity, Arizona State University, School of Computing and Informatics, Arizona State University","Center for the Study of Institutional Diversity, ArizonaState University, School of Computing and Informatics, Arizona State University#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for the Study of Institutional Diversity, Arizona State University, School of Computing and Informatics, Arizona State University","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"Center for the Study of Institutional Diversity, ArizonaState University, School of Computing and Informatics, Arizona State University#TAB#","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101477145","display_name":"Allen Lee","orcid":"https://orcid.org/0000-0002-6523-6079"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Allen Lee","raw_affiliation_strings":["School of Human Evolution and Social Change, Arizona State University, Center for the Study of Institutional Diversity, Arizona State University","School of Human Evolution and Social Change, ArizonaState University, Center for the Study of Institutional Diversity, ArizonaState University#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Human Evolution and Social Change, Arizona State University, Center for the Study of Institutional Diversity, Arizona State University","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"School of Human Evolution and Social Change, ArizonaState University, Center for the Study of Institutional Diversity, ArizonaState University#TAB#","institution_ids":["https://openalex.org/I55732556"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5011271066"],"corresponding_institution_ids":["https://openalex.org/I55732556"],"apc_list":null,"apc_paid":null,"fwci":7.2402,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.96352147,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"17","issue":"6","first_page":"508","last_page":"523"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11252","display_name":"Evolutionary Game Theory and Cooperation","score":0.9986000061035156,"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":0.9986000061035156,"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/T10482","display_name":"Mathematical and Theoretical Epidemiology and Ecology Models","score":0.9822999835014343,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11764","display_name":"Evolution and Genetic Dynamics","score":0.9729999899864197,"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/commons","display_name":"Commons","score":0.7404484748840332},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.664474606513977},{"id":"https://openalex.org/keywords/dilemma","display_name":"Dilemma","score":0.656793475151062},{"id":"https://openalex.org/keywords/parameter-space","display_name":"Parameter space","score":0.5670705437660217},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5638681650161743},{"id":"https://openalex.org/keywords/leaps","display_name":"LEAPS","score":0.5300041437149048},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42369621992111206},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4095510244369507},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.375227689743042},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2075687050819397},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.14700400829315186},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.10456186532974243}],"concepts":[{"id":"https://openalex.org/C49427245","wikidata":"https://www.wikidata.org/wiki/Q9828451","display_name":"Commons","level":2,"score":0.7404484748840332},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.664474606513977},{"id":"https://openalex.org/C2778496695","wikidata":"https://www.wikidata.org/wiki/Q254128","display_name":"Dilemma","level":2,"score":0.656793475151062},{"id":"https://openalex.org/C73586568","wikidata":"https://www.wikidata.org/wiki/Q2600211","display_name":"Parameter space","level":2,"score":0.5670705437660217},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5638681650161743},{"id":"https://openalex.org/C2777705401","wikidata":"https://www.wikidata.org/wiki/Q6457570","display_name":"LEAPS","level":2,"score":0.5300041437149048},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42369621992111206},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4095510244369507},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.375227689743042},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2075687050819397},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.14700400829315186},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.10456186532974243},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C106159729","wikidata":"https://www.wikidata.org/wiki/Q2294553","display_name":"Financial economics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/1059712309342488","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1059712309342488","pdf_url":null,"source":{"id":"https://openalex.org/S183337005","display_name":"Adaptive Behavior","issn_l":"1059-7123","issn":["1059-7123","1741-2633"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adaptive Behavior","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.5400000214576721,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320309835","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1531590217","https://openalex.org/W1713503745","https://openalex.org/W1974491836","https://openalex.org/W2006012747","https://openalex.org/W2025345570","https://openalex.org/W2032296637","https://openalex.org/W2081346522","https://openalex.org/W2099069868","https://openalex.org/W2118555520","https://openalex.org/W2136204467","https://openalex.org/W2140290607","https://openalex.org/W2140386792","https://openalex.org/W2144244247","https://openalex.org/W2151031368","https://openalex.org/W2226396244","https://openalex.org/W2552259814","https://openalex.org/W2753514269","https://openalex.org/W4210788696"],"related_works":["https://openalex.org/W2492014775","https://openalex.org/W2381023742","https://openalex.org/W2373297822","https://openalex.org/W2371221548","https://openalex.org/W2388543165","https://openalex.org/W2533958670","https://openalex.org/W2741632929","https://openalex.org/W2977999572","https://openalex.org/W2363281567","https://openalex.org/W2747090213"],"abstract_inverted_index":{"A":[0,58],"major":[1],"challenge":[2],"in":[3,39],"the":[4,13,40,56,76,83,88,96,101,111],"development":[5],"of":[6,9,95,113,117],"computational":[7],"models":[8],"collective":[10],"behavior":[11],"is":[12,26,62,79],"empirical":[14],"validation.":[15],"Experimental":[16],"data":[17,53],"from":[18],"a":[19,114],"spatially":[20],"explicit":[21],"dynamic":[22],"commons":[23],"dilemma":[24],"experiment":[25],"used":[27,107],"to":[28,81,108],"empirically":[29],"ground":[30],"an":[31],"agent-based":[32],"model.":[33],"Three":[34],"distinct":[35],"patterns":[36,112],"are":[37],"identified":[38,90],"data.":[41],"Two":[42],"na\u00efve":[43],"models,":[44],"random":[45],"walk":[46],"and":[47,70],"greedy":[48],"agents,":[49],"do":[50],"not":[51],"produce":[52],"that":[54,64,86],"match":[55],"patterns.":[57,91,102],"more":[59],"comprehensive":[60],"model":[61],"presented":[63],"explains":[65],"how":[66],"participants":[67],"make":[68],"movement":[69],"harvest":[71],"decisions.":[72],"Using":[73],"pattern-oriented":[74],"modeling":[75],"parameter":[77,84,97,104],"space":[78],"explored":[80],"identify":[82],"combinations":[85,98],"meet":[87,99],"three":[89],"Less":[92],"than":[93],"0.1%":[94],"all":[100],"These":[103],"settings":[105],"were":[106],"successfully":[109],"predict":[110],"new":[115],"set":[116],"experiments.":[118]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-05T09:01:59.212387","created_date":"2025-10-10T00:00:00"}
