A Fuzzy Cognitive Map Model for Estimating the Repercussions of Greek PSI on Cypriot Bank Branches in Greece

  • Maria Papaioannou
  • Costas Neocleous
  • Christos N. Schizas
Part of the IFIP Advances in Information and Communication Technology book series (IFIPAICT, volume 412)

Abstract

Recently, Greece experienced a financial crisis unprecedented in its modern history. In May of 2010 Greece signed a bailout memorandum with Troika (a tripartite committee constituted by the European Central Bank, the European Commission and the International Monetary Fund). In February of 2012, they proceeded to a second bailout package along with a debt restructuring deal that included a private sector involvement (PSI). The overall loss, for the private investors, was equivalent to around 75%. Due to the strong economic ties between Greece and Cyprus, PSI had a substantial impact on the Cypriot economy. A fuzzy cognitive map (FCM) system has been developed and used to study the repercussions of the Greek PSI on the economic dynamics of Cyprus and more specifically on the probability of cutting off the Cypriot Bank branches that operate in Greece. The system allows one to observe how a change on some parameters can affect the stability of the rest of the parameters. Different promising scenarios were implemented, scaling the percentage of PSI from 0% to 80%.

Keywords

Fuzzy Cognitive Maps Intelligent Systems Private Sector Involvement 

References

  1. 1.
    Andreou, A.S., Mateou, N.H., Zombanakis, G.A.: The Cyprus puzzle and the Greek - Turkish arms race: Forecasting developments using genetically evolved fuzzy cognitive maps. Defence and Peace Economics 14(4), 293–310 (2003)CrossRefGoogle Scholar
  2. 2.
    Bertolini, M., Bevilacqua, M.: Fuzzy Cognitive Maps for Human Reliability Analysis in Production Systems. In: Kahraman, C., Yavuz, M. (eds.) Production Engineering and Management under Fuzziness. STUDFUZZ, vol. 252, pp. 381–415. Springer, Heidelberg (2010)CrossRefGoogle Scholar
  3. 3.
    Carvalho, J.P.: On the semantics and the use of fuzzy cognitive maps and dynamic cognitive maps in social sciences. Soft Computing in the Humanities and Social Sciences 214, 6–19 (2013)MathSciNetGoogle Scholar
  4. 4.
    Groumpos, P.P.: Fuzzy Cognitive Maps: Basic Theories and Their Application to Complex Systems. In: Glykas, M. (ed.) Fuzzy Cognitive Maps. STUDFUZZ, vol. 247, pp. 1–22. Springer, Heidelberg (2010)CrossRefGoogle Scholar
  5. 5.
    Hanafizadeh, P., Aliehyaei, R.: The Application of Fuzzy Cognitive Map in Soft System Methodology. Systemic Practice and Action Research 24(4), 325–354 (2011)CrossRefGoogle Scholar
  6. 6.
    Mateou, N.H., Andreou, A.S.: A framework for developing intelligent decision support systems using evolutionary fuzzy cognitive maps. J. Intell. Fuzzy Syst. 19(2), 151–170 (2008)MATHGoogle Scholar
  7. 7.
    Neocleous, C., Schizas, C., Papaioannou, M.: Important issues to be considered in developing fuzzy cognitive maps. In: 2011 IEEE International Conference on Fuzzy Systems (FUZZ), pp. 662–665 (2011)Google Scholar
  8. 8.
    Neocleous, C., Schizas, C., Papaioannou, M.: Fuzzy cognitive maps in estimating the repercussions of oil/gas exploration on politico-economic issues in Cyprus. In: 2011 IEEE International Conference on Fuzzy Systems (FUZZ), pp. 1119–1126 (2011)Google Scholar
  9. 9.
    Neocleous, C., Schizas, C.N.: Modeling socio-politico-economic systems with time-dependent fuzzy cognitive maps. In: 2012 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), pp. 1–7 (2012)Google Scholar
  10. 10.
    Papageorgiou, E.I., Aggelopoulou, K.D., Gemtos, T.A., Nanos, G.D.: Yield prediction in apples using Fuzzy Cognitive Map learning approach. Comput. Electron Agric. 91, 19–29 (2013)CrossRefGoogle Scholar
  11. 11.
    Sperry, R., Jetter, A.J.: Fuzzy cognitive maps to implement corporate social responsibility in product planning: A novel approach. In: 2012 Proceedings of the Technology Management for Emerging Technologies (PICMET), PICMET 2012, pp. 2536–2541 (2012)Google Scholar

Copyright information

© IFIP International Federation for Information Processing 2013

Authors and Affiliations

  • Maria Papaioannou
    • 1
  • Costas Neocleous
    • 2
  • Christos N. Schizas
    • 1
  1. 1.Department of Computer ScienceUniversity of CyprusNicosiaCyprus
  2. 2.Cyprus University of TechnologyLimassolCyprus

Personalised recommendations