DATA CONSISTENCY AND ALTERNATIVE PROBABILITY ESTIMATES IN A STOCHASTIC PREFERENCES CYCLE
Saint Petersburg State University, Saint Petersburg, 199034, Russian Federation; St. Petersburg Federal Research Center of the Russian Academy of Sciences, Saint Petersburg, 199178, Russian Federation; Professor; Head of Laboratory
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Abstract. An approach is proposed to the problem of data consistency checking and estimation of alternative probabilities. The approach is based on conversion of stochastic preferences cycle into a fragment of knowledge in algebraic Bayesian network and subsequent probabilistic-logic decision. The proposed approach may be used in development of decision-making system support.
Keywords:
Bayesian networks, stochastic preferences, decision making, probabilistic semantics, uncertain knowledge models, probabilistic-logic inference.
