{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,8]],"date-time":"2025-12-08T22:14:35Z","timestamp":1765232075820,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":32,"publisher":"ACM","license":[{"start":{"date-parts":[[2013,5,19]],"date-time":"2013-05-19T00:00:00Z","timestamp":1368921600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2013,5,19]]},"DOI":"10.1145\/2486092.2486123","type":"proceedings-article","created":{"date-parts":[[2013,5,21]],"date-time":"2013-05-21T12:34:01Z","timestamp":1369139641000},"page":"241-252","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":16,"title":["Post-mortem analysis of emergent behavior in complex simulation models"],"prefix":"10.1145","author":[{"given":"Claudia","family":"Szabo","sequence":"first","affiliation":[{"name":"The University of Adelaide, Adelaide, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yong Meng","family":"Teo","sequence":"additional","affiliation":[{"name":"National University of Singapore, Singapore, Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2013,5,19]]},"reference":[{"key":"e_1_3_2_1_1_1","first-page":"375","volume":"11","author":"Bedau M.","year":"1997","unstructured":"M. Bedau . Weak Emergence. Philosophical Perspectives , 11 : 375 -- 399 , 1997 . M. Bedau. Weak Emergence. Philosophical Perspectives, 11:375--399, 1997.","journal-title":"Weak Emergence. Philosophical Perspectives"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1080\/03081077908960903"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.5555\/2433508.2433525"},{"key":"e_1_3_2_1_4_1","first-page":"357","volume-title":"Chan. Interaction Metric of Emergent Behaviors in Agent-based Simulation. In Proceedings of the Winter Simulation Conference","author":"W. K.","year":"2011","unstructured":"W. K. V. Chan. Interaction Metric of Emergent Behaviors in Agent-based Simulation. In Proceedings of the Winter Simulation Conference , pages 357 -- 368 , Phoenix, USA , 2011 . W. K. V. Chan. Interaction Metric of Emergent Behaviors in Agent-based Simulation. In Proceedings of the Winter Simulation Conference, pages 357--368, Phoenix, USA, 2011."},{"key":"e_1_3_2_1_5_1","volume-title":"Detecting and Analysing Emergent Behaviours in Multi-Level Agent-Based Simulations. In Proceedings of the Summer Computer Simulation Conference","author":"Chen C.","year":"2007","unstructured":"C. Chen , S. B. Nagl , and C. D. Clack . Specifying , Detecting and Analysing Emergent Behaviours in Multi-Level Agent-Based Simulations. In Proceedings of the Summer Computer Simulation Conference , 2007 . C. Chen, S. B. Nagl, and C. D. Clack. Specifying, Detecting and Analysing Emergent Behaviours in Multi-Level Agent-Based Simulations. In Proceedings of the Summer Computer Simulation Conference, 2007."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1080\/10919390903041931"},{"key":"e_1_3_2_1_7_1","unstructured":"P. Cilliers. Complexity & Postmodernism. Routledge 1998.  P. Cilliers. Complexity & Postmodernism. Routledge 1998."},{"key":"e_1_3_2_1_8_1","volume-title":"Proceedings of the Winter Simulation Conference, Orlando , USA","author":"Davis P.","year":"2005","unstructured":"P. Davis . New Paradigms and Challenges . In Proceedings of the Winter Simulation Conference, Orlando , USA , 2005 . P. Davis. New Paradigms and Challenges. In Proceedings of the Winter Simulation Conference, Orlando , USA, 2005."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/545151.545174"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/166237.166241"},{"key":"e_1_3_2_1_11_1","volume-title":"Mathematical Games","author":"Gardner M.","year":"1970","unstructured":"M. Gardner . The Fantastic Combinations of John Conway's New Solitaire Games . Mathematical Games , 1970 . M. Gardner. The Fantastic Combinations of John Conway's New Solitaire Games. Mathematical Games, 1970."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1002\/cplx.21424"},{"key":"e_1_3_2_1_13_1","first-page":"1232","volume-title":"Proceedings of the Winter Simulation Conference","author":"Gore R.","year":"2007","unstructured":"R. Gore and P. Reynolds . An Exploration-based Taxonomy for Emergent Behavior Analysis in Simulation . In Proceedings of the Winter Simulation Conference , pages 1232 -- 1240 , Miami, USA , 2007 . R. Gore and P. Reynolds. An Exploration-based Taxonomy for Emergent Behavior Analysis in Simulation. In Proceedings of the Winter Simulation Conference, pages 1232--1240, Miami, USA, 2007."},{"key":"e_1_3_2_1_14_1","first-page":"712","volume-title":"Proceedings of the Winter Simulation Conference","author":"Gore R.","year":"2008","unstructured":"R. Gore and P. Reynolds . Applying Causal Inference to Understand Emergent Behavior . In Proceedings of the Winter Simulation Conference , pages 712 -- 721 , Miami, USA , 2008 . R. Gore and P. Reynolds. Applying Causal Inference to Understand Emergent Behavior. In Proceedings of the Winter Simulation Conference, pages 712--721, Miami, USA, 2008."},{"key":"e_1_3_2_1_15_1","volume-title":"From Chaos to Order","author":"Holland J.","year":"1999","unstructured":"J. Holland . Emergence , From Chaos to Order . Basic Books , 1999 . J. Holland. Emergence, From Chaos to Order. Basic Books, 1999."},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.5555\/1404680.1404684"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ress.2006.01.008"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1162\/106454603321489518"},{"key":"e_1_3_2_1_19_1","first-page":"109","volume-title":"Proceedings of International Multiconference on Complexity, Informatics and Cybernetics","author":"Manley E.","year":"2010","unstructured":"E. Manley and T. Cheng . Understanding Road Congestion as an Emergent Property of Traffic Networks . In Proceedings of International Multiconference on Complexity, Informatics and Cybernetics , pages 109 -- 114 , 2010 . E. Manley and T. Cheng. Understanding Road Congestion as an Emergent Property of Traffic Networks. In Proceedings of International Multiconference on Complexity, Informatics and Cybernetics, pages 109--114, 2010."},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/1217935.1217964"},{"volume-title":"Last retrieved","year":"2013","key":"e_1_3_2_1_21_1","unstructured":"Occam. Occam reconstructability analysis: http:\/\/dmm.sysc.pdx.edu\/ , Last retrieved Feb. 2013 . Occam. Occam reconstructability analysis: http:\/\/dmm.sysc.pdx.edu\/, Last retrieved Feb. 2013."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/324138.324433"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1002\/cplx.v15:1"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1109\/LCN.1994.386597"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/37401.37406"},{"key":"e_1_3_2_1_26_1","first-page":"545","volume-title":"Proceedings of the Eleventh International Conference on the Simulation and Synthesis of Living Systems","author":"Seth A. K.","year":"2008","unstructured":"A. K. Seth . Measuring Emergence via Nonlinear Granger Causality . In Proceedings of the Eleventh International Conference on the Simulation and Synthesis of Living Systems , pages 545 -- 553 , 2008 . A. K. Seth. Measuring Emergence via Nonlinear Granger Causality. In Proceedings of the Eleventh International Conference on the Simulation and Synthesis of Living Systems, pages 545--553, 2008."},{"key":"e_1_3_2_1_27_1","first-page":"2412","volume-title":"Proceedings of the Winter Simulation Conference","author":"Szabo C.","year":"2012","unstructured":"C. Szabo , Y. Teo , and S. See . An Integrated Approach for the Validation of Emergence in Component-based Simulation Models . In Proceedings of the Winter Simulation Conference , pages 2412 -- 2423 , 2012 . C. Szabo, Y. Teo, and S. See. An Integrated Approach for the Validation of Emergence in Component-based Simulation Models. In Proceedings of the Winter Simulation Conference, pages 2412--2423, 2012."},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"crossref","unstructured":"C. Szabo and Y. M. Teo. Semantic Validation of Emergent Properties in Component-based Simulation Models. Ontology Epistemology and Teleology of Modeling and Simulation -- Philosophical Foundations for Intelligent M&S Applications pages 319--333 2012.  C. Szabo and Y. M. Teo. Semantic Validation of Emergent Properties in Component-based Simulation Models. Ontology Epistemology and Teleology of Modeling and Simulation -- Philosophical Foundations for Intelligent M&S Applications pages 319--333 2012.","DOI":"10.1007\/978-3-642-31140-6_16"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1109\/ANSS-41.2008.24"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-32460-4"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1002\/cplx.20029"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1108\/03684920410533958"}],"event":{"name":"SIGSIM-PADS '13: SIGSIM Principles of Advanced Discrete Simulation","sponsor":["SIGSIM ACM Special Interest Group on Simulation and Modeling"],"location":"Montr\u00a9al Qu\u00e9bec Canada","acronym":"SIGSIM-PADS '13"},"container-title":["Proceedings of the 1st ACM SIGSIM Conference on Principles of Advanced Discrete Simulation"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2486092.2486123","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/2486092.2486123","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T07:28:53Z","timestamp":1750231733000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2486092.2486123"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,5,19]]},"references-count":32,"alternative-id":["10.1145\/2486092.2486123","10.1145\/2486092"],"URL":"https:\/\/doi.org\/10.1145\/2486092.2486123","relation":{},"subject":[],"published":{"date-parts":[[2013,5,19]]},"assertion":[{"value":"2013-05-19","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}