Abstract
Decision support systems in ill-structured dynamic situations are considered; the systems are based on modeling the expert knowledge represented as cognitive maps. Simulation systems for cognitive maps that have been developed in Russia are used as an example to overview implementation methods of the main functional subsystems in the decision support systems under consideration.
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Novikov, A.M. and Novikov, D.A., Metodologiya (Methodology), Moscow: Sinteg, 2007.
Kul’ba, V.V., Kononov, D.A., Kosjachenko, S.A., and Shubin, A.N., Metody formirovaniya stsenariev razvitiya sotsial’no-ekonomicheskikh sistem (Methods to Generate Scenarios of Development of Social and Economic Systems), Moscow: Sinteg, 2004.
Maksimov, V.I., Grigoryan, A.K., and Kornoushenko, E.K., Situatsiya: The Software Complex for Simulation and Solving Ill-structured Problems, Tr. mezhd. konf. “Problemy upravleniya” (Proc. Int. Conf. “Control Problems”), Moscow: Inst. Probl. Upravlen., 1999, vol. 2, pp. 58–65.
Avdeeva, Z.K., Maksimov, V.I., and Rabinovich, V.M., The Integrated System “KURS” for the Cognitive Control of a Situation Development, Tr. Inst. Probl. Upravlen., 2001, vol. 14, pp. 89–114.
Kulinich, A.A. and Maksimov, V.I., Kompas: The System of Conceptual Simulation for Social and Political Situations, Tr. konf. “Sovremennye tekhnologii upravleniya dlya administratsii gorodov i regionov” (Proc. Conf. “Modern Management Technologies for Local Authorities”), Moscow, 1998, pp. 115–123.
Kulinich, A.A., Kanva: The Cognitive Decision Support System, Program. Prod. Sist., 2002, no. 3, pp. 25–28.
Gorelova, G.V. and Radchenko, S.A., Software System for Cognitive Simulation of Sociotechnical Systems, in Izv. TRTU. Aktual’nye problemy ekonomiki, menedzhmenta i prava (Proc. TRTU. Actual Problems of Economics, Management and Law), Taganrog, 2004, no. 4 (39), pp. 218–227.
Korostelev, D.A., Lagerev, D.G., and Podvesovskii, A.G., IGLA: The Decision Support System Based on Fuzzy Cognitive Models, Tr. mezhd. konf. “Iskusstvennyi intellekt” (Proc. Int. Conf. “Artificial Intelligence”), Moscow, 2008, vol. 3, pp. 327–329.
Zabolotskii, M.A., Polyakova, I.A., and Tikhonin, A.V., Using Cognitive Simulation in Quality Control of Training Process, Upravlen. Bol’shimi Sist., 2007, no. 16, pp. 91–98.
Silov, V.B., Prinyatie strategicheskikh reshenii v nechetkoi obstanovke (Making Strategic Decisions in Fuzzy Situation), Moscow: INPRO-RES, 1995.
Van Gigch, J.P., Applied General Systems Theory, New York: Harper & Row, 1978. Translated under the title Obshchaya prikladnaya teoriya sistem, Moscow: Mir, 1981.
Plotinskii, Yu.M., Modeli sotsial’nykh protsessov (Models of Social Processes), Moscow: Logos, 2001.
Checkland, P.B., Systems Thinking, Systems Practice, New York: Wiley, 1981.
Axelrod, R., The Structure of Decision: Cognitive Maps of Political Elites, Princeton: Princeton Univ. Press, 1976.
Swain, J.J., Simulation Software Boldly Goes…, OR/MS Today, 2007, vol. 36, no. 5, pp. 50–61.
Parsons, T., The System of Modern Societies, New York: Prentice Hall, 1971. Translated under the title Sistema sovremennykh obshchestv, Moscow: Aspect Press, 1997.
Davydov, S.V. and Maksimov, V.I., A Technology of Choosing Problem Fields from Opportunities in SWOT Analysis, Tr. I mezhd. konf. “Kognitivnyi analiz i upravlenie razvitiem situatsii” (Proc. I Int. Conf. “Cognitive Analysis and Control of Situation Development”), Moscow: Inst. Probl. Upravlen., 2001, pp. 161–172.
Kovriga, S.V. and Maksimov, V.I., A Cognitive Technology of Strategic Control of Social and Economic Objects Development in Unstable External Environment, Tr. I mezhd. konf. “Kognitivnyi analiz i upravlenie razvitiem situatsii” (Proc. I Int. Conf. “Cognitive Analysis and Control of Situation Development”), Moscow: Inst. Probl. Upravlen., 2001, pp. 104–160.
Gavrilova, T.A. and Khoroshevskii, V.F., Bazy znanii intellektual’nykh sistem (Knowledge Bases of Intelligent Systems), St. Petersburg: Piter, 2000.
Kulinich, A.A., Systematization of Cognitive Maps and Methods to Analyze Them, Tr. VII mezhd. konf. “Kognitivnyi analiz i upravlenie razvitiem situatsii” (Proc. VII Int. Conf. “Cognitive Analysis and Control of Situation Development”), Moscow: Inst. Probl. Upravlen., 2007, pp. 50–57.
Kosko, B., Fuzzy Cognitive Maps, Man-Machine Studies, 1986, vol. 24, pp. 65–75.
Yarushkina, N.G., Nechetkie gibridnye sistemy. Teoriya i praktika (Fuzzy Hybrid Systems: Theory and Practice), Moscow: Fizmatlit, 2007.
Festinger, K., A Theory of Cognitive Dissonance, Evanston: Row, 1957. Translated under the title Teoriya kognitivnogo dissonansa, St. Petersburg: Yuventa, 1999, pp. 15–52.
Larichev, O.I. and Moshkovich, E.M., Kachestvennye metody prinyatiya reshenii (Qualitative Methods of Decision Making), Moscow: Fizmatlit, 1996.
Torgerson, W.S., Theory and Methods of Scaling, Wiley: New York, 1958.
Roberts, F.S., Discrete Mathematical Models with Applications to Social, Biological, and Environmental Problems, Englewood Cliffs: Prentice Hall, 1976. Translated under the title Diskretnye matematicheskie modeli c prilozheniyami k sotsial’nym, biologicheskim i ekologicheskim zadacham, Moscow: Nauka, 1986.
Saaty, T.L., The Analytic Hierarchy Process, New York: McGraw-Hill, 1980. Translated under the title Prinyatie reshenii. Metod analiza ierarkhii, Moscow: Radio i Svyaz’, 1993.
Kornoushenko, E.K. and Maksimov, V.I., Situation Control Using Structural Properties of Its Cognitive Map, Tr. Inst. Probl. Upravlen., 2000, vol. 11, pp. 85–90.
Maksimov, V.I., Structure-Purpose Analysis of Development of Social and Economic Situations, Probl. Upravlen., 2005, no. 3, pp. 30–38.
Eden, C., Cognitive Mapping, Eur. J. Oper. Res., 1988, no. 36, pp. 1–13.
Wertheimer, M., Productive Thinking, New York: Harper & Row, 1959. Translated under the title Produktivnoe myshlenie, Moscow: Progress, 1987.
Abramova, N.A. and Kovriga, S.V., Concerning Risks Caused by Mistakes of the Experts and Analysts, Probl. Upravlen., 2006, no. 6, pp. 60–67.
Abramova, N.A. and Kovriga, S.V., Some Criteria of Model Plausibility Based on Cognitive Maps, Probl. Upravlen., 2008, no. 6, pp. 23–33.
Kovriga, S.V., Verification of Specific Models Based on Cognitive Maps, Tr. VII mezhd. konf. “Kognitivnyi analiz i upravlenie razvitiem situatsii” (Proc. IX Int. Conf. “Cognitive Analysis and Control of Situation Development”), Moscow: Inst. Probl. Upravlen., 2009, pp. 47–54.
Pospelov, D.A., Ten “Trouble Spots” in Artificial Intelligence Research, Intellektual’nye Sist., 1996, vol. 1, no. 1–4, pp. 47–56.
Kulinich, A.A., Kompas: The System of Conceptual Simulation for Social and Political Situations, Tr. II mezhd. konf. “Sistemnyi analiz i informatsionnye tekhnologii” (Proc. II Int. Conf. “Systems Analysis and Information Technology”), Moscow, 2007, vol. 1, pp. 35–38.
Kulinich, A.A., Dynamic Process Simulation within Conceptual System of the Subject to Generate Creative Decisions, in Kognitivnye issledovaniya (Cognitive Investigations), Moscow, 2006, vol. 1, pp. 94–122.
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Original Russian Text © A.A. Kulinich, 2010, published in Problemy Upravleniya, 2010, No. 3, pp. 2–17.
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Kulinich, A.A. Computer systems for cognitive maps simulation: Approaches and methods. Autom Remote Control 73, 1715–1733 (2012). https://doi.org/10.1134/S0005117912100116
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DOI: https://doi.org/10.1134/S0005117912100116