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Izvestiya SFedU
Engineering sciences
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ISSN 1999-9429 print
ISSN 2311-3103 online
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  • FORMALIZATION OF A SET OF INFORMATIVE SIGNS THE DYNAMICS OF MANIPULATION BY CONTROL DEVICES TO SOLVING THE PROBLEM OF DIAGNOSING THE PRODUCTIVITY OF BTS OPERATORS

    A.V. Skrinnikova, N. E. Sergeev
    2021-01-19
    Abstract ▼

    Informative signs of the dynamics of manipulation by control devices such as a mouse and
    keyboard play an important role in the development of software complexes for the identification of
    biotechnical systems (BTS) operators by their individual dynamics, in solving problems of diagnostics
    of various psycho emotional states and operator productivity. It finds application in the
    spheres of technical and law enforcement security, medical and energy spheres, etc. The purpose
    of this work is to formalize a set of informative signs of the dynamics of manipulation by control
    devices to solving the problem of diagnosing the productivity of BTS operators. To achieve this
    goal, an overview of the most frequently used features is presented, the Bayesian approach is considered
    in the statistical formulation of the recognition problem, a set of informative sings of the
    dynamics of keyboard handwriting and the dynamics of mouse manipulations is formalized basedon the results of a number of works. Operator productivity forecast based on fuzzy rules based on
    selected criteria gave an accuracy of more than 90%. The advantage of using the dynamics of
    manipulation of the control devices of the BTS operators is the absence of special equipment that
    requires additional costs.

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