Springer Proceedings in Complexity Zining Yang Elizabeth von Briesen   Editors Proceedings of the 2020 Conference of The Computational Social Science Society of the Americas Springer Proceedings in Complexity Springer Proceedings in Complexity publishes proceedings from scholarly meetings on all topics relating to the interdisciplinary studies of complex systems science. Springer welcomes book ideas from authors. The series is indexed in Scopus. Proposalsmustincludethefollowing: – name,placeanddateofthescientificmeeting – alinktothecommittees(localorganization,internationaladvisorsetc.) – scientificdescriptionofthemeeting – listofinvited/plenaryspeakers – anestimateoftheplannedproceedingsbookparameters(numberofpages/articles, requestednumberofbulkcopies,submissiondeadline) Submityourproposalsto:[email protected] Moreinformationaboutthisseriesathttps://link.springer.com/bookseries/11637 · Zining Yang Elizabeth von Briesen Editors Proceedings of the 2020 Conference of The Computational Social Science Society of the Americas Editors ZiningYang ElizabethvonBriesen ClinicalProfessorofComputational AssistantProfessorofComputerScience Analytics ElonUniversity ClaremontGraduateUniversity Elon,NC,USA Claremont,CA,USA ISSN2213-8684 ISSN2213-8692 (electronic) SpringerProceedingsinComplexity ISBN978-3-030-83417-3 ISBN978-3-030-83418-0 (eBook) https://doi.org/10.1007/978-3-030-83418-0 ©TheEditor(s)(ifapplicable)andTheAuthor(s),underexclusivelicensetoSpringerNature SwitzerlandAG2021 Thisworkissubjecttocopyright.AllrightsaresolelyandexclusivelylicensedbythePublisher,whether thewholeorpartofthematerialisconcerned,specificallytherightsoftranslation,reprinting,reuse ofillustrations,recitation,broadcasting,reproductiononmicrofilmsorinanyotherphysicalway,and transmissionorinformationstorageandretrieval,electronicadaptation,computersoftware,orbysimilar ordissimilarmethodologynowknownorhereafterdeveloped. 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ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSwitzerlandAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland Contents EffectsofNon-cognitiveFactorsonPost-SecondaryPersistence ofDeafStudents:AnAgent-BasedModelingApproach ............... 1 MarieAlaghbandandIvanGaribay Online Rejection Influence on Behavior Deviancy andRadicalization:AnAgent-BasedModelApproach ................ 15 HaninHaddad,NishaBaral,andIvanGaribay CreatingIntelligentAgents:CombiningAgent-BasedModeling withMachineLearning ............................................ 31 DaleK.BrearcliffeandAndrewCrooks AnalyzingTransnationalNarrativesinTwitter:AnUnsupervised ApproachUsingPARAFAC ........................................ 59 PeterA.ChewandJonathanA.G.Chew ComparingAgent-BasedModelingtoCooperativeGameTheory andHumanBehavior .............................................. 73 AndrewJ.Collins Purchasing Power to the People: An Agent-Based Simulation ofPandemicEconomicRecovery .................................... 87 YoungsunHwang,JosephImmormino,andGlenn-IainSteinback An Agent-Based Model to Evaluate the Perception of Safety inInformalSettlements ............................................ 113 LeticiaIzquierdo,GamalielPalomo,ArnaudGrignard,LuisAlonso, MarioSiller,andKentLarson Agent-BasedModelsofQuadraticVoting ............................ 131 JacobKelter,AndreasBugler,andUriWilensky CD-SEIZ: Cognition-Driven SEIZ Compartmental Model forthePredictionofInformationCascadesonTwitter ................ 143 EceÇig˘demMutlu,AmirarsalanRajabi,andIvanGaribay v vi Contents In-Silico Models With Greater Fidelity to Social Processes: TowardsABMPlatformsWithRealisticConcurrency ................ 155 SantiagoNúñez-Corrales, MiltonFriesen, SrikanthMudigonda, RajeshVenkatachalapathy,andJeffreyGraham AnAgent-BasedModelofInfectiousDiseasesthatIncorporates theRoleofImmuneCellsandAntibodies ............................ 171 ShigeakiOgibayashi PsychologyfromStigmergy ......................................... 203 H.VanDykeParunak GeometriesofDesire:SimulatingRenéGirard’sMimeticTheory ...... 217 GrahamAlexanderSack An Agent-Based Model of Digitally-Mediated Farmer TransportationCollaboration ....................................... 245 NarjesSadeghiamirshahidi,AnujMittal,andCarolineC.Krejci TowardsaModeloftheNationalMarketSystem:Fragmented andHeterogenousVenues .......................................... 265 BrianF.Tivnan, CarlD.Burke, MatthewT.K.Koehler, MatthewT.McMahon,andJasonG.Veneman Editors and Contributors AbouttheEditors Dr.ZiningYangisSeniorManageratSouthernCaliforniaEdison.Shealsoworks as Clinical Professor at Claremont Graduate University and Associate Director at the TransResearch Consortium. She sits on the Board of the Computational SocialScienceSocietyoftheAmericas(CSSSA),andservesasScientificAdvisory Board Member for Human Factors and Simulations. Dr. Yang received her Ph.D. in Computational and Applied Mathematics and Political Economy from Clare- mont Graduate University in 2015. Her research interests include Data Analytics, MachineLearning,ModelingandSimulation,ComplexAdaptiveSystems,Agent- BasedModels,andNetworkAnalysis.Dr.Yanghasbeenpublishednumeroustimes inthefieldsofComputerScience,Economics,PublicPolicy,andPoliticalScience. Shehasbeenidentifiedasanoutstandingresearcherbythegovernment,workedon a National Science Foundation-sponsored project, and won multiple awards from variousorganizations,includingtheMinistryofEducationofthePeople’sRepublic ofChina;InternationalSocialComputing,BehavioralModelingandPrediction;and theInternationalInstituteofInformaticsandSystemics. Dr.ElizabethvonBriesen isanAssistantProfessorofComputerScienceatElon University,andisamemberoftheboardoftheComputationalSocialScienceSociety oftheAmericas.ShereceivedherPh.D.inComputing&InformaticsfromtheUniver- sity of North Carolina at Charlotte in 2020. Her research interests are focused on thestudyofcomplexadaptivesystemsusingcomputationaltechniques,particularly with respect to social systems experiencing identity-based conflict. She primarily workswithagent-basedmodels,andperformsdataminingandsentimentanalysisto informthosesimulations.Finally,inhercurrentposition,Dr.vonBriesenstrivesto contributetowardanevolvingundergraduatecomputerscienceexperiencethrough research,service,andhigh-quality,innovativeteaching. vii viii EditorsandContributors Contributors MarieAlaghband Department of Industrial Engineering and Management Systems,UniversityofCentralFlorida,Orlando,FL,USA LuisAlonso MITMediaLab,Cambridge,USA NishaBaral TheUniversityofCentralFlorida,Orlando,FL,USA DaleK.Brearcliffe GeorgeMasonUniversity,Fairfax,VA,USA AndreasBugler NorthwesternUniversity,Evanston,USA CarlD.Burke TheMITRECorporation,McLean,VA,USA JonathanA.G.Chew Galisteo Consulting Group, Inc, 4004 Carlisle Blvd NE SuiteH,Albuquerque,NM,USA PeterA.Chew Galisteo Consulting Group, Inc, 4004 Carlisle Blvd NE Suite H, Albuquerque,NM,USA AndrewJ.Collins Department of Engineering Management and Systems Engi- neering, OldDominionUniversity, Norfolk, VA, USA AndrewCrooks UniversityAtBuffalo,Buffalo,NY,USA MiltonFriesen CitiIQandSchoolofPlanning,FacultyofEnvironment,University ofWaterloo,WaterlooON,Canada IvanGaribay Department of Industrial Engineering and Management Systems, UniversityofCentralFlorida,Orlando,FL,USA JeffreyGraham DepartmentofMathematicalSciences,SusquehannaUniversity, SelinsgrovePA,USA ArnaudGrignard MITMediaLab,Cambridge,USA HaninHaddad TheUniversityofCentralFlorida,Orlando,FL,USA YoungsunHwang ClaremontGraduateUniversity,Claremont,CA,USA JosephImmormino ClaremontGraduateUniversity,Claremont,CA,USA LeticiaIzquierdo MITMediaLab,Cambridge,USA JacobKelter NorthwesternUniversity,Evanston,USA MatthewT.K.Koehler TheMITRECorporation,McLean,VA,USA CarolineC.Krejci Department of Industrial, Manufacturing and Systems Engi- neering,TheUniversityofTexasatArlington,Arlington,TX,USA KentLarson MITMediaLab,Cambridge,USA MatthewT.McMahon TheMITRECorporation,McLean,VA,USA EditorsandContributors ix AnujMittal Department of Industrial Engineering Technology, School of Engi- neering,DunwoodyCollegeofTechnology,Minneapolis,MN,USA SrikanthMudigonda SchoolforProfessionalStudies,SaintLouisUniversity,St. LouisMO,USA EceÇig˘demMutlu Department of Industrial Engineering and Management Systems,UniversityofCentral,Orlando,Florida,USA SantiagoNúñez-Corrales Illinois Informatics, University of Illinois, Urbana IL, USA ShigeakiOgibayashi Emeritus Professor of Chiba Institute of Technology, Narashino,Japan GamalielPalomo CinvestavGuadalajara,Zapopan,Mexico AmirarsalanRajabi Department of Computer Science, University of Central, Orlando,Florida,USA GrahamAlexanderSack Johns Hopkins University, Immersive Storytelling & EmergingTechnologies,Baltimore,USA; Washington University in St. Louis, Interdisciplinary Project in the Humanities, GreaterSt.Louis,USA NarjesSadeghiamirshahidi DepartmentofIndustrial,ManufacturingandSystems Engineering,TheUniversityofTexasatArlington,Arlington,TX,USA MarioSiller CinvestavGuadalajara,Zapopan,Mexico Glenn-IainSteinback ClaremontGraduateUniversity,Claremont,CA,USA BrianF.Tivnan TheMITRECorporation,McLean,VA,USA H.VanDykeParunak ParallaxAdvancedResearch,BeaverCreek,OH,USA JasonG.Veneman TheMITRECorporation,McLean,VA,USA RajeshVenkatachalapathy Systems Science Graduate Program, Portland State University,PortlandOR,USA UriWilensky NorthwesternUniversity,Evanston,USA