{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,5]],"date-time":"2026-06-05T01:52:06Z","timestamp":1780624326930,"version":"3.54.1"},"reference-count":14,"publisher":"SAGE Publications","issue":"6","license":[{"start":{"date-parts":[[2009,9,22]],"date-time":"2009-09-22T00:00:00Z","timestamp":1253577600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Adaptive Behavior"],"published-print":{"date-parts":[[2009,12]]},"abstract":"<jats:p>A major challenge in the development of computational models of collective behavior is the empirical validation. Experimental data from a spatially explicit dynamic commons dilemma experiment is used to empirically ground an agent-based model. Three distinct patterns are identified in the data. Two na\u00efve models, random walk and greedy agents, do not produce data that match the patterns. A more comprehensive model is presented that explains how participants make movement and harvest decisions. Using pattern-oriented modeling the parameter space is explored to identify the parameter combinations that meet the three identified patterns. Less than 0.1% of the parameter combinations meet all the patterns. These parameter settings were used to successfully predict the patterns of a new set of experiments.<\/jats:p>","DOI":"10.1177\/1059712309342488","type":"journal-article","created":{"date-parts":[[2009,9,22]],"date-time":"2009-09-22T21:05:10Z","timestamp":1253653510000},"page":"508-523","source":"Crossref","is-referenced-by-count":20,"title":["Pattern-Oriented Modeling of Commons Dilemma Experiments"],"prefix":"10.1177","volume":"17","author":[{"given":"Marco A.","family":"Janssen","sequence":"first","affiliation":[{"name":"School of Human Evolution and Social Change, Arizona State University, , Center for the Study of Institutional Diversity, Arizona State University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nicholas P.","family":"Radtke","sequence":"additional","affiliation":[{"name":"Center for the Study of Institutional Diversity, Arizona State University, School of Computing and Informatics, Arizona State University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Allen","family":"Lee","sequence":"additional","affiliation":[{"name":"School of Human Evolution and Social Change, Arizona State University, Center for the Study of Institutional Diversity, Arizona State University"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"179","published-online":{"date-parts":[[2009,9,22]]},"reference":[{"key":"atypb1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jhydrol.2005.07.007"},{"key":"atypb2","volume-title":"Behavioral game theory: Experiments in strategic interaction","author":"Camerer, C.F.","year":"2003"},{"key":"atypb3","doi-asserted-by":"publisher","DOI":"10.1126\/science.1116681"},{"key":"atypb4","doi-asserted-by":"publisher","DOI":"10.1126\/science.162.3859.1243"},{"key":"atypb5","doi-asserted-by":"publisher","DOI":"10.18352\/ijc.67"},{"key":"atypb6","doi-asserted-by":"publisher","DOI":"10.5751\/ES-01861-110237"},{"key":"atypb7","doi-asserted-by":"publisher","DOI":"10.1177\/1043463108096786"},{"key":"atypb8","doi-asserted-by":"publisher","DOI":"10.1177\/0037549705058073"},{"key":"atypb9","doi-asserted-by":"publisher","DOI":"10.3998\/mpub.9739"},{"key":"atypb10","doi-asserted-by":"publisher","DOI":"10.1016\/S1364-6613(02)01964-2"},{"key":"atypb11","doi-asserted-by":"publisher","DOI":"10.1177\/1059712306072336"},{"key":"atypb12","doi-asserted-by":"publisher","DOI":"10.1080\/17474230701201349"},{"key":"atypb13","volume-title":"General system theory: Foundations, development, applications","author":"von Bertalanffy, L.","year":"1968"},{"key":"atypb14","doi-asserted-by":"publisher","DOI":"10.1034\/j.1600-0706.2003.12027.x"}],"container-title":["Adaptive Behavior"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/1059712309342488","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/1059712309342488","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,28]],"date-time":"2026-04-28T16:15:52Z","timestamp":1777392952000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/10.1177\/1059712309342488"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009,9,22]]},"references-count":14,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2009,12]]}},"alternative-id":["10.1177\/1059712309342488"],"URL":"https:\/\/doi.org\/10.1177\/1059712309342488","relation":{},"ISSN":["1059-7123","1741-2633"],"issn-type":[{"value":"1059-7123","type":"print"},{"value":"1741-2633","type":"electronic"}],"subject":[],"published":{"date-parts":[[2009,9,22]]}}}