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Volumn 5, Issue JUL, 2014, Pages

On agent-based modeling and computational social science

Author keywords

[No Author keywords available]

Indexed keywords


EID: 84904740998     PISSN: None     EISSN: 16641078     Source Type: Journal    
DOI: 10.3389/fpsyg.2014.00668     Document Type: Article
Times cited : (130)

References (59)
  • 1
    • 84924037920 scopus 로고    scopus 로고
    • Animal Spirits: How Human Psychology Drives the Economy, and Why It Matters for Global Capitalism
    • Akerlof, G. A., and Shiller, R. J. (2010). Animal Spirits: How Human Psychology Drives the Economy, and Why It Matters for Global Capitalism. Princeton, NJ: Princeton University Press.
    • (2010) Princeton, NJ: Princeton University Press
    • Akerlof, G.A.1    Shiller, R.J.2
  • 3
    • 35048865306 scopus 로고    scopus 로고
    • "On how to conduct experimental research with self-motivated agents,"
    • Lecture Notes in Computer Science, eds G. Lindemann, D. Moldt, and M Paolucci (Berlin; Heidelberg: Springer)
    • Antunes, L., and Coelho, H. (2004). "On how to conduct experimental research with self-motivated agents," in Regulated Agent-Based Social Systems, Volume 2934 of Lecture Notes in Computer Science, eds G. Lindemann, D. Moldt, and M. Paolucci (Berlin; Heidelberg: Springer), 31-47.
    • (2004) In Regulated Agent-Based Social Systems , vol.2934 , pp. 31-47
    • Antunes, L.1    Coelho, H.2
  • 4
    • 0003586302 scopus 로고    scopus 로고
    • The Complexity of Cooperation: Agent-Based Models of Competition and Collaboration
    • 1st Edn. Princeton, NJ: Princeton University Press
    • Axelrod, R. (1997). The Complexity of Cooperation: Agent-Based Models of Competition and Collaboration, 1st Edn. Princeton, NJ: Princeton University Press.
    • (1997)
    • Axelrod, R.1
  • 5
    • 0037076439 scopus 로고    scopus 로고
    • Population growth and collapse in a multiagent model of the Kayenta Anasazi in Long House Valley
    • doi: 10.1073/pnas.092080799
    • Axtell, R. L., Epstein, J. M., Dean, J. S., Gumerman, G. J., Swedlund, A. C., Harburger, J., et al. (2002). Population growth and collapse in a multiagent model of the Kayenta Anasazi in Long House Valley. Proc. Natl. Acad. Sci. U.S.A. 99, 7275-7279. doi: 10.1073/pnas.092080799
    • (2002) Proc. Natl. Acad. Sci. U.S.A. , vol.99 , pp. 7275-7279
    • Axtell, R.L.1    Epstein, J.M.2    Dean, J.S.3    Gumerman, G.J.4    Swedlund, A.C.5    Harburger, J.6
  • 6
    • 0036947118 scopus 로고    scopus 로고
    • The physical modelling of society: a historical perspective
    • doi: 10. 1016/S0378-4371(02)01042-7
    • Ball, P. (2002). The physical modelling of society: a historical perspective. Phys. A Stat. Mech. Appl. 314, 1-14. doi: 10.1016/S0378-4371(02)01042-7
    • (2002) Phys. A Stat. Mech. Appl. , vol.314 , pp. 114
    • Ball, P.1
  • 7
    • 0036433572 scopus 로고    scopus 로고
    • Making computational social science effective: epistemology, methodology, and technology
    • doi: 10.1177/089443902237317
    • Bankes, S., Lempert, R., and Popper, S. (2002). Making computational social science effective: epistemology, methodology, and technology. Soc. Sci. Comput. Rev. 20, 377-388. doi: 10.1177/089443902237317
    • (2002) Soc. Sci. Comput. Rev. , vol.20 , pp. 377-388
    • Bankes, S.1    Lempert, R.2    Popper, S.3
  • 8
    • 84928279660 scopus 로고    scopus 로고
    • The Grammar of Society: The Nature and Dynamics of Social Norms
    • Cambridge, MA: Cambridge University Press
    • Bicchieri, C. (2006). The Grammar of Society: The Nature and Dynamics of Social Norms. Cambridge, MA: Cambridge University Press.
    • (2006)
    • Bicchieri, C.1
  • 9
    • 0037076425 scopus 로고    scopus 로고
    • Agent-based modeling: methods and techniques for simulating human systems
    • doi: 10.1073/pnas.082080899
    • Bonabeau, E. (2002). Agent-based modeling: methods and techniques for simulating human systems. Proc. Natl. Acad. Sci. U.S.A. 99(Suppl. 3), 7280-7287. doi: 10.1073/pnas.082080899
    • (2002) Proc. Natl. Acad. Sci. U. S. A. , vol.99 , Issue.3 , pp. 7280-7287
    • Bonabeau, E.1
  • 10
    • 84889473663 scopus 로고    scopus 로고
    • Programming Multi-Agent Systems in AgentSpeak Using Jason. Chichester: John Wiley & Sons
    • Bordini, R. H., Hübner, J. F., and Wooldridge, M. (2007). Programming Multi-Agent Systems in AgentSpeak Using Jason. Chichester: John Wiley & Sons.
    • (2007)
    • Bordini, R.H.1    Hübner, J.F.2    Wooldridge, M.3
  • 12
    • 65549108449 scopus 로고    scopus 로고
    • Statistical physics of social dynamics
    • doi: 10.1103/RevModPhys.81.591
    • Castellano, C., Fortunato, S., and Loreto, V. (2009). Statistical physics of social dynamics. Rev. Modern Phys. 81, 591. doi: 10.1103/RevModPhys.81.591
    • (2009) Rev. Modern Phys , vol.81 , pp. 591
    • Castellano, C.1    Fortunato, S.2    Loreto, V.3
  • 13
    • 0003947664 scopus 로고    scopus 로고
    • Would-Be Worlds: How Simulation is Changing the Frontiers of Science
    • New York, NY: John Wiley and Sons
    • Casti, J. L. (1997). Would-Be Worlds: How Simulation is Changing the Frontiers of Science. New York, NY: John Wiley and Sons.
    • (1997)
    • Casti, J.L.1
  • 14
    • 76349094106 scopus 로고    scopus 로고
    • What do agent-based and equation-based modelling tell us about social conventions: the clash between ABM and EBM in a congestion game framework
    • Cecconi, F., Campenni, M., Andrighetto, G., and Conte, R. (2010). What do agent-based and equation-based modelling tell us about social conventions: the clash between ABM and EBM in a congestion game framework. JASSS 13.
    • (2010) JASSS , pp. 13
    • Cecconi, F.1    Campenni, M.2    Andrighetto, G.3    Conte, R.4
  • 15
    • 84901528332 scopus 로고    scopus 로고
    • "A grid aware large scale agent-based simulation system,"
    • PA: IGI Global) eds L. Wang, J. Chen, and W. Jie (Hershey
    • Chen, D. (2009). "A grid aware large scale agent-based simulation system," in Quantitative Quality of Service for Grid Computing, eds L. Wang, J. Chen, and W. Jie (Hershey, PA: IGI Global), 299-319.
    • (2009) In Quantitative Quality of Service for Grid Computing , pp. 299-319
    • Chen, D.1
  • 16
    • 0037076309 scopus 로고    scopus 로고
    • Invariance and universality in social agent-based simulations
    • doi: 10.1073/pnas.082081499
    • Cioffi-Revilla, C. (2002). Invariance and universality in social agent-based simulations. Proc. Natl. Acad. Sci. U.S.A. 99(Suppl. 3), 7314-7316. doi: 10.1073/pnas.082081499
    • (2002) Proc. Natl. Acad. Sci. U.S.A. , vol.99 , Issue.3 , pp. 7314-7316
    • Cioffi-Revilla, C.1
  • 17
    • 78651515118 scopus 로고    scopus 로고
    • Computational social science
    • doi: 10.1002/wics.95
    • Cioffi-Revilla, C. (2010). Computational social science. Wires Comp. Stat. 2, 259-271. doi: 10.1002/wics.95
    • (2010) Wires Comp. Stat. , vol.2 , pp. 259-271
    • Cioffi-Revilla, C.1
  • 18
    • 0037076437 scopus 로고    scopus 로고
    • Agent-based modeling for understanding social intelligence
    • doi: 10.1073/pnas.072078999
    • Conte, R. (2002). Agent-based modeling for understanding social intelligence. Proc. Natl. Acad. Sci. U.S.A. 99(Suppl. 3), 7189-7190. doi: 10.1073/pnas.072078999
    • (2002) Proc. Natl. Acad. Sci. U.S.A. , vol.99 , Issue.3 , pp. 7189-7190
    • Conte, R.1
  • 19
    • 67650689009 scopus 로고    scopus 로고
    • "From simulation to theory (and backward)"
    • Chapter From Simulation to Theory (and Backward), ed F. Squazzoni (Berlin; Heidelberg: Springer-Verlag)
    • Conte, R. (2009). "From simulation to theory (and backward)," in Epistemological Aspects of Computer Simulation in the Social Sciences, Chapter From Simulation to Theory (and Backward), ed F. Squazzoni (Berlin; Heidelberg: Springer-Verlag), 29-47.
    • (2009) In Epistemological Aspects of Computer Simulation in the Social Sciences , pp. 29-47
    • Conte, R.1
  • 20
    • 84904744303 scopus 로고    scopus 로고
    • Minding Norms: Mechanisms and Dynamics of Social Order in Agent Societies
    • Oxford: Oxford University Press. doi: 10.1093/acprof:oso/9780199812677.001.0001
    • Conte, R., Andrighetto, G., and Campennl, M. (2013). Minding Norms: Mechanisms and Dynamics of Social Order in Agent Societies. Oxford: Oxford University Press. doi: 10.1093/acprof:oso/9780199812677.001.0001
    • (2013)
    • Conte, R.1    Andrighetto, G.2    Campennl, M.3
  • 21
    • 0004277480 scopus 로고    scopus 로고
    • Simulating Social Phenomena
    • doi: 10.1007/978-3-662-03366-1,Berlin: Springer-Verlag. (eds. )
    • Conte, R., Hegselmann, R., and Terna, P. (eds.). (1997). Simulating Social Phenomena. Vol. 456. Berlin: Springer-Verlag. doi: 10.1007/978-3-662-03366-1
    • (1997) , vol.456
    • Conte, R.1    Hegselmann, R.2    Terna, P.3
  • 22
    • 56249122275 scopus 로고    scopus 로고
    • Key challenges in agent-based modelling for geo-spatial simulation
    • doi: 10.1016/j.compenvurbsys.2008.09.004
    • Crooks, A., Castle, C., and Batty, M. (2008). Key challenges in agent-based modelling for geo-spatial simulation. Comput. Environ. Urban Syst. 32, 417-430. doi: 10.1016/j.compenvurbsys.2008.09.004
    • (2008) Comput. Environ. Urban Syst. , vol.32 , pp. 417-430
    • Crooks, A.1    Castle, C.2    Batty, M.3
  • 23
    • 0002810511 scopus 로고    scopus 로고
    • Mixing beliefs among interacting agents
    • doi: 10.1142/S0219525900000078
    • Deffuant, G., Neau, D., Amblard, F., and Weisbuch, G. (2001). Mixing beliefs among interacting agents. Adv. Complex Syst. 3, 87-98. doi: 10.1142/S0219525900000078
    • (2001) Adv. Complex Syst. , vol.3 , pp. 87-98
    • Deffuant, G.1    Neau, D.2    Amblard, F.3    Weisbuch, G.4
  • 24
    • 77955577210 scopus 로고    scopus 로고
    • Simulation of intermediation using rich cognitive agents
    • doi: 10.1016/j.simpat.2010.05.011
    • Dignum, V., Tranier, J., and Dignum, F. (2010). Simulation of intermediation using rich cognitive agents. Simul. Model. Pract. Theor. 18, 1526-1536. doi: 10.1016/j.simpat.2010.05.011
    • (2010) Simul. Model. Pract. Theor , vol.18 , pp. 1526-1536
    • Dignum, V.1    Tranier, J.2    Dignum, F.3
  • 25
    • 33847198319 scopus 로고    scopus 로고
    • Altruism among simple and smart vampires
    • doi: 10.1142/S0218843007001561
    • Di Tosto, G., Paolucci, M., and Conte, R. (2007). Altruism among simple and smart vampires. Int. J. Coop. Inf. Syst. 16, 51-66. doi: 10.1142/S0218843007001561
    • (2007) Int. J. Coop. Inf. Syst. , vol.16 , pp. 51-66
    • Di Tosto, G.1    Paolucci, M.2    Conte, R.3
  • 26
    • 0038702140 scopus 로고    scopus 로고
    • "Agent-based modeling vs. equation-based modeling: a case study and users' guide,"
    • Chapter 2 eds J. S. Sichman, R. Conte, and N. Gilbert (Berlin; Heidelberg: Springer Berlin Heidelberg) of Lecture Notes in Computer Science
    • Dyke Parunak, H., Savit, R., and Riolo, R. L. (1998). "Agent-based modeling vs. equation-based modeling: a case study and users' guide," in Multi-Agent Systems and Agent-Based Simulation, Volume 1534 of Lecture Notes in Computer Science, Chapter 2, eds J. S. Sichman, R. Conte, and N. Gilbert (Berlin; Heidelberg: Springer Berlin Heidelberg), 10-25.
    • (1998) In Multi-Agent Systems and Agent-Based Simulation , vol.1534 , pp. 10-25
    • Dyke Parunak, H.1    Savit, R.2    Riolo, R.L.3
  • 27
    • 84904731012 scopus 로고    scopus 로고
    • Generative Social Science: Studies in Agent-Based Computational Modeling (Princeton Studies in Complexity). Princeton, NJ: Princeton University Press
    • Epstein, J. M. (2006). Generative Social Science: Studies in Agent-Based Computational Modeling (Princeton Studies in Complexity). Princeton, NJ: Princeton University Press.
    • (2006)
    • Epstein, J.M.1
  • 28
    • 55849127022 scopus 로고    scopus 로고
    • Why model?
    • Epstein, J. M. (2008). Why model? JASSS 11.
    • (2008) JASSS , pp. 11
    • Epstein, J.M.1
  • 29
    • 0000537878 scopus 로고    scopus 로고
    • Minority opinion spreading in random geometry
    • doi: 10.1140/epjb/e20020045
    • Galam, S. (2002). Minority opinion spreading in random geometry. Eur. Phys. J. B Condens. Matter Complex Syst. 25, 403-406. doi: 10.1140/epjb/e20020045
    • (2002) Eur. Phys. J. B Condens. Matter Complex Syst. , vol.25 , pp. 403-406
    • Galam, S.1
  • 30
    • 23944462722 scopus 로고    scopus 로고
    • Appearances can be deceiving: lessons learned re-implementing axelrod's evolutionary approach to norms
    • Galán, J. M., and Izquierdo, L. R. (2005). Appearances can be deceiving: lessons learned re-implementing axelrod's evolutionary approach to norms. JASSS 8.
    • (2005) JASSS , pp. 8
    • Galán, J.M.1    Izquierdo, L.R.2
  • 31
    • 84864455578 scopus 로고    scopus 로고
    • Gossip for social control in natural and artificial societies
    • doi: 10.1177/0037549711406912
    • Giardini, F., and Conte, R. (2012). Gossip for social control in natural and artificial societies. Simulation 88, 18-32. doi: 10.1177/0037549711406912
    • (2012) Simulation , vol.88 , pp. 18-32
    • Giardini, F.1    Conte, R.2
  • 32
    • 27744435679 scopus 로고    scopus 로고
    • Varieties of Emergence
    • Chicago, IL: University of Chicago and Argonne National Laboratory
    • Gilbert, N. (2002). Varieties of Emergence. Vol. 32. Chicago, IL: University of Chicago and Argonne National Laboratory.
    • (2002) , vol.32
    • Gilbert, N.1
  • 33
    • 79960138535 scopus 로고    scopus 로고
    • Computational Social Science
    • Volume 1-4 of SAGE Benchmarks in Social Research Methods. Thousand Oaks, CA: SAGE Publications Ltd. (ed. )
    • Gilbert, N. (ed.). (2010). Computational Social Science, Volume 1-4 of SAGE Benchmarks in Social Research Methods. Thousand Oaks, CA: SAGE Publications Ltd.
    • (2010)
    • Gilbert, N.1
  • 34
    • 85050938132 scopus 로고
    • Artificial Societies: The Computer Simulation of Social Life
    • Inc. (eds. ) PA: Taylor & Francis
    • Gilbert, N., and Conte, R. (eds.). (1995). Artificial Societies: The Computer Simulation of Social Life. Bristol, PA: Taylor & Francis, Inc.
    • (1995) Bristol
    • Gilbert, N.1    Conte, R.2
  • 36
    • 0003905320 scopus 로고    scopus 로고
    • Simulation for The Social Scientist
    • 2nd Edn.Buckingham: Open University Press
    • Gilbert, N., and Troitzsch, K. G. (2005). Simulation for The Social Scientist, 2nd Edn. Buckingham: Open University Press.
    • (2005)
    • Gilbert, N.1    Troitzsch, K.G.2
  • 37
    • 79551671764 scopus 로고    scopus 로고
    • Social science lines up its biggest challenges
    • doi: 10.1038/470018a
    • Giles, J. (2011). Social science lines up its biggest challenges. Nature 470, 18-19. doi: 10.1038/470018a
    • (2011) Nature , vol.470 , pp. 18-19
    • Giles, J.1
  • 39
    • 84862211800 scopus 로고    scopus 로고
    • "Agent-based modeling and simulation of competitive wholesale electricity markets,"
    • in Handbook of Power Systems II, Energy Systems, eds S. Rebennack, P. M. Pardalos, M. V. F. Pereira, and N A. Iliadis (Berlin; Heidelberg: Springer)
    • Guerci, E., Rastegar, M., and Cincotti, S. (2010). "Agent-based modeling and simulation of competitive wholesale electricity markets," in Handbook of Power Systems II, Energy Systems, eds S. Rebennack, P. M. Pardalos, M. V. F. Pereira, and N. A. Iliadis (Berlin; Heidelberg: Springer), 241-286.
    • (2010) , pp. 241-286
    • Guerci, E.1    Rastegar, M.2    Cincotti, S.3
  • 40
    • 76849104256 scopus 로고    scopus 로고
    • Agent-based modeling in ecological economics
    • doi: 10.1111/j.1749-6632.2009.05286.x
    • Heckbert, S., Baynes, T., and Reeson, A. (2010). Agent-based modeling in ecological economics. Ann. N.Y. Acad. Sci. 1185, 39-53. doi: 10.1111/j.1749-6632.2009.05286.x
    • (2010) Ann. N. Y. Acad. Sci. , vol.1185 , pp. 39-53
    • Heckbert, S.1    Baynes, T.2    Reeson, A.3
  • 41
    • 0011697225 scopus 로고    scopus 로고
    • Opinion dynamics and bounded confidence models, analysis and simulation
    • Hegselmann, R., and Krause, U. (2002). Opinion dynamics and bounded confidence models, analysis and simulation. JASSS 5.
    • (2002) JASSS , pp. 5
    • Hegselmann, R.1    Krause, U.2
  • 42
    • 79957956643 scopus 로고    scopus 로고
    • From social simulation to integrative system design
    • doi: 10.1140/epjst/e2011-01402-7
    • Helbing, D., and Balietti, S. (2011a). From social simulation to integrative system design. Eur. Phys. J. Spec. Top. 195, 69-100. doi: 10.1140/epjst/e2011-01402-7
    • (2011) Eur. Phys. J. Spec. Top. , vol.195 , pp. 69-100
    • Helbing, D.1    Balietti, S.2
  • 43
    • 84904727026 scopus 로고    scopus 로고
    • in Technical Report 11-06-024 (Santa Fe, NM: Santa Fe Institute)
    • Helbing, D., and Balietti, S. (2011b). "How to do agent-based simulations in the future: from modeling social mechanisms to emergent phenomena and interactive systems design," in Technical Report 11-06-024 (Santa Fe, NM: Santa Fe Institute).
    • (2011)
    • Helbing, D.1    Balietti, S.2
  • 44
    • 0034727079 scopus 로고    scopus 로고
    • Simulating dynamical features of escape panic
    • doi: 10.1038/35035023
    • Helbing, D., Farkas, I., and Vicsek, T. (2000). Simulating dynamical features of escape panic. Nature 407, 487-490. doi: 10.1038/35035023
    • (2000) Nature , vol.407 , pp. 487-490
    • Helbing, D.1    Farkas, I.2    Vicsek, T.3
  • 46
    • 0003688207 scopus 로고    scopus 로고
    • Introduction to Econophysics: Correlations and Complexity in Finance
    • Cambridge, MA: Cambridge University Press
    • Mantegna, R. N., and Stanley, H. E. (2000). Introduction to Econophysics: Correlations and Complexity in Finance. Cambridge, MA: Cambridge University Press.
    • (2000)
    • Mantegna, R.N.1    Stanley, H.E.2
  • 47
    • 84976705975 scopus 로고
    • Computer science as empirical inquiry: symbols and search
    • doi: 10.1145/360018.360022
    • Newell, A., and Simon, H. A. (1976). Computer science as empirical inquiry: symbols and search. Commun. ACM 19, 113-126. doi: 10.1145/360018.360022
    • (1976) Commun. ACM , vol.19 , pp. 113-126
    • Newell, A.1    Simon, H.A.2
  • 48
    • 0032507958 scopus 로고    scopus 로고
    • Evolution of indirect reciprocity by image scoring
    • doi: 10.1038/31225
    • Nowak, M. A., and Sigmund, K. (1998). Evolution of indirect reciprocity by image scoring. Nature 393, 573-577. doi: 10.1038/31225
    • (1998) Nature , vol.393 , pp. 573-577
    • Nowak, M.A.1    Sigmund, K.2
  • 50
    • 0035794256 scopus 로고    scopus 로고
    • Epidemic spreading in scale-free networks
    • doi: 10.1103/PhysRevLett.86.3200
    • Pastor-Satorras, R., and Vespignani, A. (2001). Epidemic spreading in scale-free networks. Phys. Rev. Lett. 86, 3200-3203. doi: 10.1103/PhysRevLett.86.3200
    • (2001) Phys. Rev. Lett. , vol.86 , pp. 3200-3203
    • Pastor-Satorras, R.1    Vespignani, A.2
  • 51
    • 84855338526 scopus 로고    scopus 로고
    • Reputation-based decisions for logic-based cognitive agents
    • doi: 10.1007/s10458-010-9149-y
    • Pinyol, I., Sabater-Mir, J., Dellunde, P., and Paolucci, M. (2012). Reputation-based decisions for logic-based cognitive agents. Auton. Agent. Multi-Agent Syst. 24, 175-216. doi: 10.1007/s10458-010-9149-y
    • (2012) Auton. Agent. Multi-Agent Syst. , vol.24 , pp. 175-216
    • Pinyol, I.1    Sabater-Mir, J.2    Dellunde, P.3    Paolucci, M.4
  • 52
    • 55349149034 scopus 로고    scopus 로고
    • of Lecture Notes in Computer Science, eds J. Darzentas, G. Vouros, S. Vosinakis, and A. Arnellos (Berlin; Heidelberg: Springer Berlin Heidelberg)
    • Sakellariou, I., Kefalas, P., and Stamatopoulou, I. (2008). "Enhancing netLogo to simulate BDI communicating agents," in Artificial Intelligence: Theories, Models and Applications, Volume 5138 of Lecture Notes in Computer Science, eds J. Darzentas, G. Vouros, S. Vosinakis, and A. Arnellos (Berlin; Heidelberg: Springer Berlin Heidelberg), 263-275.
    • (2008) , vol.5138 , pp. 263-275
    • Sakellariou, I.1    Kefalas, P.2    Stamatopoulou, I.3
  • 53
    • 84925130922 scopus 로고    scopus 로고
    • Social Emergence: Societies As Complex Systems. Cambridge
    • doi: 10.1017/CBO9780511734892, MA: Cambridge University Press
    • Sawyer, R. K. (2005). Social Emergence: Societies As Complex Systems. Cambridge, MA: Cambridge University Press. doi: 10.1017/CBO9780511734892
    • (2005)
    • Sawyer, R.K.1
  • 54
    • 34247961611 scopus 로고
    • Dynamic models of segregation
    • doi: 10.1080/0022250X.1971.9989794
    • Schelling, T. C. (1971). Dynamic models of segregation. J. Math. Soc. 1, 143-186. doi: 10.1080/0022250X.1971.9989794
    • (1971) J. Math. Soc. , vol.1 , pp. 143-186
    • Schelling, T.C.1
  • 55
    • 84884049339 scopus 로고    scopus 로고
    • Why Stock Markets Crash Critical Events in Complex Financial Systems
    • Princeton, NJ: Princeton University Press
    • Sornette, D. (2003). Why Stock Markets Crash Critical Events in Complex Financial Systems. Princeton, NJ: Princeton University Press.
    • (2003)
    • Sornette, D.1
  • 56
    • 34047194509 scopus 로고    scopus 로고
    • Empirical validation of agent-based models: alternatives and prospects
    • Windrum, P., Fagiolo, G., and Moneta, A. (2007). Empirical validation of agent-based models: alternatives and prospects. JASSS 10.
    • (2007) JASSS , pp. 10
    • Windrum, P.1    Fagiolo, G.2    Moneta, A.3
  • 57
    • 0042633773 scopus 로고
    • Intelligent Agents: Theory and Practice
    • (Hypertext version of Knowledge Engineering Review paper)doi:10.1007/3-540-58855-8,Available online at
    • Wooldridge, M., and Jennings, N. R. (1995). Intelligent Agents: Theory and Practice. Available online at: http://www.doc.mmu.ac.uk/STAFF/mike/ker95/ker95-html.h (Hypertext version of Knowledge Engineering Review paper). doi: 10.1007/3-540-58855-8
    • (1995)
    • Wooldridge, M.1    Jennings, N.R.2
  • 58
    • 80051483026 scopus 로고    scopus 로고
    • Construct validity and theoretical embeddedness of agent-based models of normative behaviour
    • Available online at
    • Xenitidou, M., and Elsenbroich, C. (2010). Construct validity and theoretical embeddedness of agent-based models of normative behaviour. Int. J. Interdiscip. Soc. Sci. 5, 67-80. Available online at: http://iji.cgpublisher.com/product/pub.88/prod.1093
    • (2010) Int. J. Interdiscip. Soc. Sci. , vol.5 , pp. 67-80
    • Xenitidou, M.1    Elsenbroich, C.2
  • 59
    • 33947122516 scopus 로고    scopus 로고
    • Epidemic spreading on heterogeneous networks with identical infectivity
    • doi:10.1016/j.physleta.2006.12.021
    • Yang, R., Wang, B.-H., Ren, J., Bai, W.-J., Shi, Z.-W., Wang, W.-X., et al. (2007). Epidemic spreading on heterogeneous networks with identical infectivity. Phys. Lett. A 364, 189-193. doi: 10.1016/j.physleta.2006.12.021
    • (2007) Phys. Lett. A , vol.364 , pp. 189-193
    • Yang, R.1    Wang, B.-H.2    Ren, J.3    Bai, W.-J.4    Shi, Z.-W.5    Wang, W.-X.6


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