{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T23:29:59Z","timestamp":1762039799220,"version":"build-2065373602"},"reference-count":91,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2022,6,1]],"date-time":"2022-06-01T00:00:00Z","timestamp":1654041600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,6,1]],"date-time":"2022-06-01T00:00:00Z","timestamp":1654041600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,6,1]],"date-time":"2022-06-01T00:00:00Z","timestamp":1654041600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Comput. Soc. Syst."],"published-print":{"date-parts":[[2022,6]]},"DOI":"10.1109\/tcss.2021.3101794","type":"journal-article","created":{"date-parts":[[2021,8,10]],"date-time":"2021-08-10T20:09:35Z","timestamp":1628626175000},"page":"770-780","source":"Crossref","is-referenced-by-count":8,"title":["Hybrid Agent-Based Simulation of Adoption Behavior and Social Interactions: Alternatives, Opportunities, and Pitfalls"],"prefix":"10.1109","volume":"9","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3393-3395","authenticated-orcid":false,"given":"Ashkan","family":"Negahban","sequence":"first","affiliation":[{"name":"School of Graduate Professional Studies, The Pennsylvania State University, Malvern, PA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6816-355X","authenticated-orcid":false,"given":"Philippe J.","family":"Giabbanelli","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Software Engineering, Miami University, Oxford, OH, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.1070.0787"},{"issue":"3","key":"ref2","first-page":"5","article-title":"How realistic should knowledge diffusion models be?","volume":"10","author":"Cointet","year":"2007","journal-title":"J. Artif. Soc. Soc. Simul."},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijresmar.2007.02.003"},{"issue":"3","key":"ref4","doi-asserted-by":"crossref","first-page":"211","DOI":"10.1023\/A:1011122126881","article-title":"Talk of the network: A complex systems look at the underlying process of word-of-mouth","volume":"12","author":"Goldenberg","year":"2001","journal-title":"Marketing Lett."},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1057\/jos.2013.21"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/s10100-011-0210-y"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.technovation.2008.09.002"},{"issue":"4","key":"ref8","first-page":"9","article-title":"A survey of agent-based modeling practices (January 1998 to July 2008)","volume":"12","author":"Heath","year":"2009","journal-title":"J. Artif. Societies Social Simul."},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1111\/j.1540-5885.2011.00788.x"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/WSC.2018.8632528"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1057\/jos.2010.3"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijresmar.2011.04.002"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-99187-0_13"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1086\/226707"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1111\/j.1540-5885.2010.00714.x"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1111\/j.1540-5885.2011.00791.x"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbusres.2007.02.002"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/s10588-006-9007-2"},{"issue":"2","key":"ref19","first-page":"21","article-title":"An integrated approach to simulating behavioural processes: A case study of the lock-in of consumption patterns","volume":"2","author":"Janssen","year":"1999","journal-title":"J. Artif. Soc. Soc. Simul."},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/WSC.2013.6721544"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.18564\/jasss.3429"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-77911-9_3"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/s10479-016-2389-8"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2011.07.040"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2014.885663"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.15.5.215"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1509\/jmkg.66.2.1.18472"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1057\/fsm.2015.25"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/S0963-8687(00)00045-7"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.18564\/jasss.3521"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcps.2014.05.002"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1089\/cpb.2008.0109"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.2307\/3172901"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.envsoft.2013.06.008"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/s11063-014-9390-5"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2018.12.002"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1002\/0471749214.ch1"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.jedc.2018.03.011"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/WSC.2017.8247884"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1002\/int.4550080405"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/0165-0114(94)90279-8"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/0165-0114(94)90297-6"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1186\/2194-3206-1-3"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4615-4641-2_3"},{"volume-title":"Introduction to Neural Networks Using MATLAB 6.0","year":"2006","author":"Sivanandam","key":"ref45"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.dsp.2017.10.011"},{"key":"ref47","article-title":"Visualizing deep neural network decisions: Prediction difference analysis","author":"Zintgraf","year":"2017","journal-title":"arXiv:1702.04595"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2018.2843369"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1007\/BF02512229"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1162\/106454602753694765"},{"key":"ref51","first-page":"1","article-title":"Machine learning meets agent-based modeling: When not to go to a bar","volume-title":"Proc. Conf. Social Agents, Results Prospects","author":"Rand"},{"article-title":"Self-improving immunization policies for complex networks","year":"2009","author":"Giabbanelli","key":"ref52"},{"key":"ref53","first-page":"102","article-title":"Human behavior and social network simulation: Fuzzy sets\/logic and agents-based approach","volume-title":"Proc. Spring Simulation Multiconference","volume":"2","author":"Sabeur"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1504\/IJRIS.2010.034907"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.18564\/jasss.2885"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2010.12.024"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.18564\/jasss.2080"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1162\/pres.1994.3.2.173"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/WSC40007.2019.9004842"},{"article-title":"A framework for software modelling in social science research","year":"2013","author":"Jackson","key":"ref60"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-03220-2_15"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2012.02.079"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1016\/j.envsoft.2017.06.040"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1145\/3316480.3322887"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-13-8311-3_7"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2288-14-130"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/FUZZ-IEEE.2012.6251215"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1177\/0037549706073695"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/T2FZZ.2013.6613298"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-35781-0"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-017-9575-1"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1142\/s0218213018600102"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1109\/HICSS.2013.399"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-34859-4_6"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/IE.2015.28"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-34127-5_29"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-03200-9_3"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-39739-4_2"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1016\/j.envsoft.2018.08.028"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2012.2201727"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1016\/j.futures.2014.05.002"},{"key":"ref82","volume-title":"Fuzzy Cognitive Maps for Applied Sciences and Engineering: From Fundamentals to Extensions and Learning Algorithms","volume":"54","author":"Papageorgiou","year":"2013"},{"key":"ref83","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-03220-2","volume-title":"Fuzzy Cognitive Maps: Advances in Theory, Methodologies, Tools and Applications","volume":"247","author":"Glykas","year":"2010"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1016\/j.jort.2015.09.001"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1109\/WSC.2017.8247923"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCC.2011.2138694"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.18564\/jasss.3522"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.23943\/princeton\/9780691158884.001.0001"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.1017\/cbo9780511616372"},{"key":"ref90","doi-asserted-by":"publisher","DOI":"10.1002\/job.1950"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1016\/j.envsoft.2016.09.006"}],"container-title":["IEEE Transactions on Computational Social Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6570650\/9782699\/09509839.pdf?arnumber=9509839","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,11]],"date-time":"2024-01-11T22:39:03Z","timestamp":1705012743000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9509839\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,6]]},"references-count":91,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/tcss.2021.3101794","relation":{},"ISSN":["2329-924X","2373-7476"],"issn-type":[{"type":"electronic","value":"2329-924X"},{"type":"electronic","value":"2373-7476"}],"subject":[],"published":{"date-parts":[[2022,6]]}}}