Problems of Artificial Intelligence №2017'4(7)

T. S. Nikitina, S. B. Ivanova, V. N. Piguz, K. S. Ivashko

PROSPECTS FOR THE USE OF INFORMATION AND COMMUNICATION TECHNOLOGIES IN THE EDUCATION SYSTEM

Summary: The article discloses the relevance of using information technologies in the learning process, their role in student's educational and personality formation processes, as well as their influence on the study conditions for creating an open and informative-cognitive environment for educational institutions.

Keywords: information technologies, educational process, teacher, student, development, relevance.

S. S. Antsyferov, K. N. Fazilova, K. E. Rusanov

CHARACTERISTICS AND FUNCTIONING PRINCIPLES OF INTELLIGENCE INFORMATION PROCESSING SYSTEMS OF SPATI-TEMPORAL FIELDS

Summary: The article considers building and functioning of adaptive information-recognition systems (AIRS) and hybrid intelligent systems (HIS) processing information of spati-temporal fields. Adaptation speed and accuracy of results are the main properties indicators built on structurally-stochastic information processing principle. Accuracy of results and sustainability are the main indicators of GIS, combining structurally-stochastic information processing principle and product processing principle of knowledge base by interrelated active elements. Methodology of hybrid intelligent systems stable functioning indicators is defined.

Keywords: adaptive information-recognition system, hybrid intelligence systems, knowledge base, active elements, informational measure, adaptation speed, accuracy and sustainability of results, entropy, phase portrait.

E. I. Burlaeva, V. N. Pavlysh

PROJECT OF BUILDING THE ALGORITHM OF CLASSIFICATION OF TEXT DOCUMENTS

Summary: The new machine-learning algorithm for the classification of text documents, which may be used for more efficient structuring and retrieval of necessary information, is considered. The general principle of the algorithm applied to the problem of improving the quality of classification is illustrated. The model of the algorithm is based on the classical methods of machine learning, their application received the composition of the algorithm to represent knowledge in intelligent systems.

Keywords: method, algorithm, text document, machine learning.

I. S. Salnikov, R. I. Salnikov

EXPERT ALGORITHMS FOR THE FUNCTIONING OF COMPUTER ROBOTOOPERATORS

Summary: The article deals with the so-called expert algorithms for the functioning of computer robot operators, which describe the knowledge, skills and skills of computer technology specialists who perform certain operations to solve specific tasks behind the computer, transferred to physical or virtual robot operators.

Keywords: an expert algorithm, a virtual and physical robot operator, operation operations.

V. Ju. Shelepov, A. V. Nicenko

ABOUT THE TEXT CORRECTION AND ITS APPLICATIONS IN RECOGNITION OF SPEECH

Summary: The main purpose of this article - the mechanism of spoken Russian words recognition with a reduced number of basic speech elements and subsequent refinement of the obtained generalized results within the framework of working with the text. A similar approach is also proposed for a priori recognition of the first sound. Separate sections relate to the problem of phonetic nests and the use of unvoiced fragments in the recognition of speech.

Keywords: text correction, phonetic nest, transformation of the patterns tree, unvoiced fragment, replacement of given letters, recognition of the first sound.

V. V. Rumyantsev, S.A, Fedorov, K.V. Gumennyk, D.A. Gurov

NUMERICAL MODELLING OF DISPERSION OF ELECTROMAGNETIC EXCITATIONS IN A NONIDEAL LATTICE OF MICRORESONATORS

Summary: The paper is devoted to numerical modeling of the spectrum of electromagnetic in a nonideal lattice of irregularly spaced tunnel-coupled microcavities as containing quantum dots, the same without them. The virtual-crystal-approximation-based model is used to examine the effect of the changing number of closely spaced cavities as well as the changing concentrations of quantum dots on the dispersion of electromagnetic excitations.

Keywords: spectrum of electromagnetic excitations, quantum dots, virtual-crystal-approximation.

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