Prediction of socio-economical consequences of privatization at the firm level with fuzzy cognitive mapping

Privatization has been a central element of the structural reforms in both developed and developing countries following neo-liberal policies, since 1980s. The initial effects of privatization policies and practices are observed on the employees of public enterprises, and for this reason, socio-economical effects of privatization policies need to be examined taking the opinions and expectations of the employees of public enterprises into consideration.In this study, the opinions and expectations of the employees of Nevschir Factory of Alcohol Drinks of General Directorate of Tekel which has the greatest capacity in the distilled alcohol drink sector of Turkey, and which is included in the privatization portfolio of the year 2002, are analyzed with the method of fuzzy cognitive mapping (FCM). Also, with FCM simulations and "If-Then" scenarios, predictions of interactions of the variables are made.

[1]  Frank Harary,et al.  Graph Theory , 2016 .

[2]  Abraham Kandel,et al.  Automatic construction of FCMs , 1998, Fuzzy Sets Syst..

[3]  John B. Bowles,et al.  Using Fuzzy Cognitive Maps as a System Model for Failure Modes and Effects Analysis , 1996, Inf. Sci..

[4]  Fred S. Roberts,et al.  Building and Analyzing an Energy Demand Signed Digraph , 1973 .

[5]  D. Kardaras,et al.  Using Fuzzy Cognitive Maps to Model and Analyse Business Performance Assessment , 1997 .

[6]  Bart Kosko,et al.  Fuzzy Engineering , 1996 .

[7]  Uygar Ozesmi Conservation strategies for sustainable resource use in the Kizilirmak Delta in Turkey , 1999 .

[8]  Bart Kosko,et al.  Fuzzy Cognitive Maps , 1986, Int. J. Man Mach. Stud..

[9]  M. Wegener,et al.  Simulation, evaluation, and conflict analysis in urban planning , 1975, Proceedings of the IEEE.

[10]  W. R. Taber Estimation of expert weights using fuzzy cognitive maps , 1987 .

[11]  David W. Conrath,et al.  The Use of Cognitive Mapping for Information Requirements Analysis , 1986, MIS Q..

[12]  Michel Audet,et al.  MAPPING OF AN IDIOSYNCRATIC SCHEMA , 1992 .

[13]  M. Bougon Cognition in Organizations: An Analysis of the Utrecht Jazz Orchestra. , 1977 .

[14]  Bart Kosko,et al.  ADAPTIVE INFERENCE IN FUZZY KNOWLEDGE NETWORKS , 1993 .

[15]  D. W. Malone,et al.  An introduction to the application of interpretive structural modeling , 1975, Proceedings of the IEEE.

[16]  Abraham Kandel,et al.  Fuzzy Expert Systems , 1991 .

[17]  F. Harary,et al.  Structural Models in Anthropology , 1986 .

[18]  Peter E.D. Love,et al.  Applying concepts of fuzzy cognitive mapping to model: The IT/IS investment evaluation process , 2002 .

[19]  Jonathan H. Klein,et al.  Cognitive Maps of Decision-Makers in a Complex Game , 1982 .

[20]  Stefan Reimann,et al.  On the design of artificial auto-associative neuronal networks , 1998, Neural Networks.

[21]  Konstantinos G. Margaritis,et al.  Cognitive Mapping and Certainty Neuron Fuzzy Cognitive Maps , 1997, Inf. Sci..

[22]  Rod Taber,et al.  Knowledge processing with Fuzzy Cognitive Maps , 1991 .

[23]  Maynard Martin Baldwin,et al.  Portraits of complexity : applications of systems methodologies to societal problems , 1975 .

[24]  Sylvia M. Brown,et al.  Cognitive mapping and repertory grids for qualitative survey research: some , 1992 .

[25]  山口 亨,et al.  ファジィ連想記憶システム( ファジィ・ニューラルネットワーク) , 1993 .

[26]  Kathleen M. Carley,et al.  Extracting, Representing, and Analyzing Mental Models , 1992 .

[27]  N. MacDonald,et al.  Trees and networks in biological models , 1983 .

[28]  Tetsuo Sawaragi,et al.  Decision Support Using Causation Knowledge Base , 1982, IEEE Transactions on Systems, Man, and Cybernetics.

[29]  Bart Kosko,et al.  Neural networks and fuzzy systems: a dynamical systems approach to machine intelligence , 1991 .

[30]  Uygar Özesmi,et al.  A Participatory Approach to Ecosystem Conservation: Fuzzy Cognitive Maps and Stakeholder Group Analysis in Uluabat Lake, Turkey , 2003, Environmental management.

[31]  Norman,et al.  Structural Models: An Introduction to the Theory of Directed Graphs. , 1966 .