SUPPORTING DECISION MAKING TO IMPROVE PSYCHO-PHYSICAL READINESS FOR PROFESSIONAL ACTIVITY ON BASIS OF INTELLECTUAL TECHNOLOGIES
M.B. Guzairov, N.I. Yusupova, O.N. Smetanina, T.V. Naumova, E.Y. Sazonova, A.I. Agadullina
The article presents the analysis results of current state of Data Mining problem and knowledge formalization to support decision-making. The importance of professionally important qualities (PIQ), which significantly affect the labor efficiency of any specialist, is given. Authors of this article focus on models and methods of intellectual decision support in the development of PIQ. A large amount of knowledge about relationships of PIQ, psycho-physical state of a person and effect of exercise on a person has accumulated to date. The source of such knowledge may be textbooks, monographs, expert knowledge. It is noted that taking into account the preparation of students in groups by identifying students with similar characteristics will make it possible to formulate recommendations for groups and conduct joint physical training. A formal statement of the problem of decision-making support in the development of PIQ is given for the effective performance of professional activities, which consists in formalizing expert knowledge (tests for assessing PIQ, exercises for developing PIQ) and implicit knowledge obtained using Data Mining test results for assessing PIQ. In this article authors don’t consider questions of knowledge extraction, but they study questions of knowledge formalization and use for making decisions in decision support systems the technology of expert systems
Keywords: technology of expert systems, decision support, Data Mining, professional qualities, knowledge formalization.