메뉴 건너뛰기




Volumn 16, Issue 4, 2010, Pages 416-435

Re-thinking simulation: A methodological approach for the application of data mining in agent-based modelling

Author keywords

Agent based modelling; Clustering; Data mining; Data driven; Social simulation

Indexed keywords

AGENT-BASED MODEL; AGENT-BASED MODELLING; CLUSTERING; DATA-DRIVEN; FORMAL DESCRIPTION; HIDDEN PATTERNS; METHODOLOGICAL APPROACH; SOCIAL SIMULATIONS;

EID: 78649498778     PISSN: 1381298X     EISSN: 15729346     Source Type: Journal    
DOI: 10.1007/s10588-010-9078-y     Document Type: Article
Times cited : (16)

References (30)
  • 2
    • 17744373716 scopus 로고    scopus 로고
    • Quality assessment, verification, and validation of modeling and simulation applications
    • Winter simulation conference
    • Balci O (2004) Quality assessment, verification, and validation of modeling and simulation applications. In: WSC '04: proceedings of the 36th conference on winter simulation, pp 122-129. Winter simulation conference.
    • (2004) WSC '04: Proceedings of the 36th conference on winter simulation , pp. 122-129
    • Balci, O.1
  • 3
    • 27744532540 scopus 로고    scopus 로고
    • Does empirical embeddedness matter? Methodological issues on agent-based models for analytical social science
    • Boero R, Squazzoni F (2005). Does empirical embeddedness matter? Methodological issues on agent-based models for analytical social science. J Artif Soc Soc Simul 8(4): 6.
    • (2005) J Artif Soc Soc Simul , vol.8 , Issue.4 , pp. 6
    • Boero, R.1    Squazzoni, F.2
  • 4
    • 22944464723 scopus 로고    scopus 로고
    • Towards an approach for debugging mas through the analysis of acl messages
    • Lecture notes in computer science, Berlin: Springer, MATES 2004
    • Botía JA, Hernansaez JM, Gómez-Skarmeta AF (2004) Towards an approach for debugging mas through the analysis of acl messages. In: Multiagent system technologies, second German conference, MATES 2004. Lecture notes in computer science, vol 3187. Springer, Berlin, pp 301-312.
    • (2004) Multiagent System Technologies, Second German Conference , vol.3187 , pp. 301-312
    • Botía, J.A.1    Hernansaez, J.M.2    Gómez-Skarmeta, A.F.3
  • 5
    • 78649516184 scopus 로고    scopus 로고
    • Repast: an extensible framework for agent simulation
    • March 11-13, 2000. Utah State University, Logan, Utah
    • Collier N (2001) Repast: an extensible framework for agent simulation. In: Swarmfest 2000: proceedings of the 4th annual swarm user group meeting, March 11-13, 2000. Utah State University, Logan, Utah, p 17.
    • (2001) Swarmfest 2000: Proceedings of the 4th annual swarm user group meeting , pp. 17
    • Collier, N.1
  • 9
    • 84957019932 scopus 로고    scopus 로고
    • The use of models-making MABS actually work
    • Berlin: Springer
    • Edmonds B (2001) The use of models-making MABS actually work. In: Multi-agent-based simulation. Springer, Berlin, pp 15-32.
    • (2001) Multi-Agent-Based Simulation , pp. 15-32
    • Edmonds, B.1
  • 11
    • 67650323709 scopus 로고    scopus 로고
    • An agent-based model for domestic water management in valladolid metropolitan area
    • W05401
    • Galán JM, López-Paredes A, del Olmo R (2009b) An agent-based model for domestic water management in valladolid metropolitan area. Water Resour Res 45(5): W05401.
    • (2009) Water Resour Res , vol.45 , Issue.5
    • Galán, J.M.1    López-Paredes, A.2    del Olmo, R.3
  • 14
    • 40849147279 scopus 로고    scopus 로고
    • A cognitively founded model of the social emergence of lexicon
    • Gostoli U (2008) A cognitively founded model of the social emergence of lexicon. J Artif Soc Soc Simul 11(1): 2.
    • (2008) J Artif Soc Soc Simul , vol.11 , Issue.1 , pp. 2
    • Gostoli, U.1
  • 15
    • 78649528660 scopus 로고    scopus 로고
    • Deepening the demographic mechanisms in a data-driven social simulation of moral values evolution
    • Lecture notes in artificial intelligence (from the Lecture notes in computer science), N. David and J. S. Sichman (Eds.), Estoril: Springer
    • Hassan S, Antunes L, Arroyo M (2008) Deepening the demographic mechanisms in a data-driven social simulation of moral values evolution. In: David N, Sichman JS (eds) MABS. Lecture notes in artificial intelligence (from the Lecture notes in computer science), vol 5269. Springer, Estoril, pp 167-182.
    • (2008) Mabs , vol.5269 , pp. 167-182
    • Hassan, S.1    Antunes, L.2    Arroyo, M.3
  • 17
    • 77954574354 scopus 로고    scopus 로고
    • Mentat: a data-driven agent-based simulation of social values evolution
    • Budapest. Springer (Springer LNAI, doi: 10. 1007/978-3-642-13553-8_12)
    • Hassan S, Antunes L, Pavón J (2009b) Mentat: a data-driven agent-based simulation of social values evolution. In: MABS 2009 proceedings, Budapest. Springer (Springer LNAI, doi: 10. 1007/978-3-642-13553-8_12).
    • (2009) MABS 2009 proceedings
    • Hassan, S.1    Antunes, L.2    Pavón, J.3
  • 18
    • 84855967232 scopus 로고    scopus 로고
    • Injecting data into agent-based simulation
    • Takadama, K, Deffuant, G, and Cioffi-Revilla, C (eds), Springer, Washington. doi: 10. 1007/978-4-431-99781-8_13
    • Hassan S, Pavón J, Antunes L, Gilbert N (2010) Injecting data into agent-based simulation. In: Takadama, K, Deffuant, G, and Cioffi-Revilla, C (eds) The second world congress on social simulation (tentative), Springer Series on Agent Based Social Systems. Springer, Washington. doi: 10. 1007/978-4-431-99781-8_13.
    • (2010) The second world congress on social simulation (tentative)
    • Hassan, S.1    Pavón, J.2    Antunes, L.3    Gilbert, N.4
  • 19
    • 70350626773 scopus 로고    scopus 로고
    • A survey of agent-based modeling practices
    • (January 1998 to July 2008)
    • Heath B, Hill R, Ciarallo F (2009) A survey of agent-based modeling practices (January 1998 to July 2008). J Artif Soc Soc Simul 12(4): 9.
    • (2009) J Artif Soc Soc Simul , vol.12 , Issue.4 , pp. 9
    • Heath, B.1    Hill, R.2    Ciarallo, F.3
  • 20
    • 34247523935 scopus 로고    scopus 로고
    • Empirically based, agent-based models
    • Janssen MA, Ostrom E (2006) Empirically based, agent-based models. Ecol Soc 11(2): 37.
    • (2006) Ecol Soc , vol.11 , Issue.2 , pp. 37
    • Janssen, M.A.1    Ostrom, E.2
  • 22
    • 0033192192 scopus 로고    scopus 로고
    • Time series properties of an artificial stock market
    • LeBaron B, Arthur WB, Palmer R (1999) Time series properties of an artificial stock market. J Econ Dynam Control 23(9-10): 1487-1516.
    • (1999) J Econ Dynam Control , vol.23 , Issue.9-10 , pp. 1487-1516
    • Lebaron, B.1    Arthur, W.B.2    Palmer, R.3
  • 23
    • 70449581508 scopus 로고    scopus 로고
    • MABS validation through repeated executing and data mining analysis
    • Remondino M, Correndo G (2006) MABS validation through repeated executing and data mining analysis. Int J Simul Syst Sci Technol 7(6): 10-21.
    • (2006) Int J Simul Syst Sci Technol , vol.7 , Issue.6 , pp. 10-21
    • Remondino, M.1    Correndo, G.2
  • 28
    • 41449108683 scopus 로고    scopus 로고
    • Selection of variables in cluster analysis: an empirical comparison of eight procedures
    • Steinley D, Brusco M (2008) Selection of variables in cluster analysis: an empirical comparison of eight procedures. Psychometrika 73: 125-144.
    • (2008) Psychometrika , vol.73 , pp. 125-144
    • Steinley, D.1    Brusco, M.2
  • 30
    • 44249118328 scopus 로고    scopus 로고
    • Getting away from numbers: using qualitative observation for agent-based modeling
    • Yang L, Gilbert N (2008) Getting away from numbers: using qualitative observation for agent-based modeling. Adv Complex Syst 11(2): 175-186.
    • (2008) Adv Complex Syst , vol.11 , Issue.2 , pp. 175-186
    • Yang, L.1    Gilbert, N.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.