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CLASSIFIER FOR STATIC DETECTION OF COMPUTER VIRUSES, BASED ON MACHINE LEARNING
By: Evgeniy Putin, Adil Timofeev  (1804 reads)
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Abstract: Original approaches to building a system for detection of computer viruses are discussed in this work. The actuality of developing and implementing an effective classifier for both known and previously unknown viruses (zero-day) is grounded. A general approach to construction of a classifier for static virus detection using machine learning, based on analysis of recent research, is outlined in the paper. The results of new research are presented. The choice of the final aggregation model - Stack classifier - is grounded.

Keywords: classifier, detection, computer viruses, machine learning

ACM Classification: E4. Coding and Information Theory

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КЛАССИФИКАТОР ДЛЯ СТАТИЧЕСКОГО ОБНАРУЖЕНИЯ КОМПЬЮТЕРНЫХ ВИРУСОВ, ОСНОВАННЫЙ НА МАШИННОМ ОБУЧЕНИИ (Classifier for static detection of computer viruses, based on machine learning)

Евгений Путин, Адиль Тимофеев

http://www.foibg.com/ijitk/ijitk-vol08/ijitk08-02-p01.pdf

SPECIFICITY OF USING PATENT INFORMATION IN DEVELOPING INFORMATION SOCIETY IN RUS
By: Natalia Kameneva, Sergey Lebedev, Arkadiy Urinstov   (1696 reads)
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Abstract: Article is dedicated to issues of forming information society in Russia nowadays. The main characteristics and challenges of modern information society are described. The development of the information systems is aimed at the control of the Russian economy. It is closely connected with the changes in the various fields of these systems’ application. The transition to a civilized market economy is characterized with the changes at both: at the macroeconomic level, i.e. in the Russian economy as a whole, and at the microeconomic level, i.e. in the enterprises, organizations and institutions. Summing up all of the above, we can observe the emergence of fundamentally new economic concepts, objects, business entities, changing ranges of goods and services. On these circumstances, information systems are subject to radical changes to support economic activities. The rapid growth and differentiation of the demand for all kinds of information, including scientific, technical, economic, financial and commercial data, as well as increasing demand for the information content and the forms of its presentation, are the dominant incentive for the development of information systems to exchange electronic data. Thanks to scientific and technological achievements and innovative process, we can see and apply new hardware and software. So-called information revolution as a consequence of scientific and technological progress of recent decades can be characterized by the emergence of the network economy and the development of the information society. International communication and implementation of information technology in the production and management processes, integration of global information networks provided the emergence of new management models aimed at the cooperation processes of economic entities operating on the basis of a global network of business interactions. The importance of the use of patent information in developing and manufacturing innovative high-tech products and services is also stressed in this paper. The method of complex search and use of patent information is presented in the article. The technique of the work with global patent information is based on patent search on patent databases of international patent organizations and Rospatent. Patent information, contained in the world patent databases, allows the organization to solve the basic problem of innovative activity: to determine the existing state of the art and the leading direction of innovations, to create technological innovations on the basis of the achieved technical level and to register the enterprise’s ownership on new invention and innovations. In the article the methods of conducting patent research to determine the world state of art through the use of patent databases on the websites of the Federal Institute of Industrial Property (FIPS), the European Patent Office (EPO), the World Intellectual Property Organization (WIPO) is described. The basic components of modern information resources of the network economy are outlined. Major Russian government programs defining development strategy in the fields of information society development and innovations – the State Programme "Information Society 2020" and The Strategy of Innovative Development of the Russian Federation for the period up to 2020 "Innovative Russia – 2020" – are reviewed in this paper. International Journal "Information Technologies & Knowledge" Volume 8, Number 1, 2014 89 This project has been funded with support from the European Commissionduring TEMPUS ECOMMIS (www.ecommis.eu).

Keywords: Keywords: information society, network economy, informational resources, information technologies, innovative activity, patent information, scientific-and-engineering information, the world state of the art, research and development organizations

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SPECIFICITY OF USING PATENT INFORMATION IN DEVELOPING INFORMATION SOCIETY IN RUSSIA

Natalia Kameneva, Sergey Lebedev, Arkadiy Urinstov

http://www.foibg.com/ijitk/ijitk-vol08/ijitk08-01-p11.pdf

RESEARCH INTO KNOWLEDGE COMMUNICATION WITHIN THE ACADEMIC ENVIRONMENT
By: Natalia Dneprovskaya, Irina Koretskaya, Vladimir Dik   (1669 reads)
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Abstract: The research devoted knowledge communication within the academic environment. Participants from different Russian universities were involved to the research. The results show new ways of delivering knowledge to students as well as improving knowledge management tools and methodology. The development of information and communications technology (ICT) has a great deal of influence on the information environment. Information tools and methodology are changing rapidly. There are many knowledge communications which can be used during vocational, scientific or ordinary activities. As a rule knowledge sources are classified according to users and subjects. Scientific reviews publish learned papers, which are considered as a source of new knowledge. There is a variety of resources for entertainment, inquiry, business and other purposes. The blending and even the replacement of one knowledge source by another can be seen everywhere. In general, this shows an increasing access to knowledge. But the assessment of the results of using such an approach cannot be so optimistic because this depends on the quality of the knowledge resource. References to Wikipedia are getting increasingly common in student papers, replacing references to books and scholarly journals. Nowadays different sources of knowledge compete with a variety of online resources for the attention of the Internet users. Every day, a student using the Internet has a difficult task of determining which online resource should be used for academic work. This project has been funded with support from the European Commissionduring TEMPUS ECOMMIS (www.ecommis.eu).

Keywords: academic knowledge, information and communications technology (ICT), knowledge communications.

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RESEARCH INTO KNOWLEDGE COMMUNICATION WITHIN THE ACADEMIC ENVIRONMENT

Natalia Dneprovskaya, Irina Koretskaya, Vladimir Dik

http://www.foibg.com/ijitk/ijitk-vol08/ijitk08-01-p10.pdf

INDIVIDUAL EDUCATIONAL DIRECTION AS THE MAIN EDUCATIONAL TOOL IN THE ...
By: Vladimir Dik, Arkadiy Urintsov, Irina Pavlekovskaya   (1613 reads)
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Abstract: The article is devoted to the "customization" of the educational process in order to gain the possibility of creating their own trained educational directions, if student says: "I know that I do not know." Such an understanding of the educational process is well suited for "mobile" student fits into the concept of the information society and opens up new opportunities for universities in the future. This project has been funded with support from the European Commissionduring TEMPUS ECOMMIS (www.ecommis.eu).

Keywords: information society, individual educational direction, decision support system; Electronic Performance Support Systems, knowledge management, information technology in education, "mobile" student

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INDIVIDUAL EDUCATIONAL DIRECTION AS THE MAIN EDUCATIONAL TOOL IN THE INFORMATION SOCIETY

Vladimir Dik, Arkadiy Urintsov, Irina Pavlekovskaya

http://www.foibg.com/ijitk/ijitk-vol08/ijitk08-01-p09.pdf

THE ESTIMATION OF LEVEL OF READINESS OF UKRAINE FOR INFORMATION SOCIETY ...
By: Nataliia Medzhybovska.   (1810 reads)
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Abstract: This paper is devoted to the theoretical comprehension of role and status of information society and information economy in modern society as well as to the estimation of level of information and communication technologies (ICT) implementation in different spheres of economy and social life in Ukraine. It analyses the special terms which are used in information society concept and conducts the comparison between economy of information and economy of industrial society. The information economy we define as the stage of economical development which is characterized by combination of traditional and high-tech industries on the basis of wide implementation of intellectual capital and ICT .This paper conducts the estimation of level of ICT implementation in Ukraine on the basis of official information of State Statistics Service of Ukraine, information of the International Telecommunication Union and the World Bank as well as the composite indexes, such as an ICT Development Index and Networked Readiness Index. As the result of this research we detect the powerful ICT infrastructure in Ukraine and high level of its human capital but not relevant political and regulatory environment which decelerate the development of information society in Ukraine. We propose the expansion of ICT implementation by traditional for Ukraine branches of economy such as metallurgy, manufacturing, agriculture etc., that can not only increase the efficiency and competitiveness of the Ukrainian enterprises but also initiate the deepening of ICT implementation in all spheres of public life and development of information society in Ukraine.

Ключевые слова: информационное общества, информационная экономика, информационно- коммуникационные технологии, композитные индексы.

ACM Classification Keywords: K.4 COMPUTERS AND SOCIETY, K.6 MANAGEMENT OF COMPUTING AND INFORMATION SYSTEMS

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ОЦЕНКА СТЕПЕНИ ГОТОВНОСТИ УКРАИНЫ К РАЗВИТИЮ ИНФОРМАЦИОННОГО ОБЩЕСТВА (The estimation of level of readiness of Ukraine for information society development)

Наталия Меджибовская

http://www.foibg.com/ijitk/ijitk-vol08/ijitk08-01-p08.pdf

TEMPUS PROJECT ECOMMIS РОЛЬ ELECTRONIC BUSINESS OFFICE В ИННОВАЦИОННОМ ...
By: Михайлова М.В., Ваулина К.В., Белькова Е.А., Деркачева М.С.   (1573 reads)
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Аннотация: Бурное развитие электронного бизнеса в последние годы определяется не столько успехами автоматизации коммуникационных процессов, сколько успешной реализацией электронных технологий в бизнесе, создавшей необходимую базу для роста общей динамики рыночных процессов 1, 4. В связи с этим появляется необходимость в создании профессионально-ориентированного бюро (EB-Office), которое создается в университетах-участниках проекта из стран-партнеров ECOMMIS “Двухуровневые программы обучения электронной коммерции для развития информационного общества в России, Украине и Израиле”. Проект ECOMMIS направлен на совершенствование преподавания дисциплин в сфере технологий электронной коммерции на базе европейских ВУЗов- участников проекта. “Проект финансируется при поддержке Европейской Комиссии” 4.

Ключевые слова: Электронный бизнес офис, инновационный потенциал ВУЗа, электронный бизнес

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TEMPUS PROJECT ECOMMIS РОЛЬ ELECTRONIC BUSINESS OFFICE В ИННОВАЦИОННОМ РАЗВИТИИ ПОТЕНЦИАЛА ВЫСШЕГО УЧЕБНОГО ЗАВЕДЕНИЯ

Михайлова М.В., Ваулина К.В., Белькова Е.А., Деркачева М.С.

http://www.foibg.com/ijitk/ijitk-vol08/ijitk08-01-p07.pdf

MAIN OBJECTIVES OF THE TEMPUS JOINT PROJECT CURRICULA DEVELOPMENT "ECOMMIS"
By: Arnold Sterenharz   (1767 reads)
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Abstract: Key goals of the TEMPUS project ECOMMIS

Keywords: TEMPUS, E-Commerce?, curricula, European high education area, Bologna Process

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MAIN OBJECTIVES OF THE TEMPUS JOINT PROJECT CURRICULA DEVELOPMENT "ECOMMIS"

Arnold Sterenharz

http://www.foibg.com/ijitk/ijitk-vol08/ijitk08-01-p06.pdf

CHRONOLOGICAL DISTRIBUTION OF THE MANUSCRIPTS OF THE EXHIBITION ...
By: Jordan Tabov, Galina Panayotova   (1851 reads)
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Abstract: The objects of the study, presented in this paper, are the manuscripts of the exhibition "The Brilliance of Byzantium", or “Greek Illuminated Manuscripts from the Balkans VI–XVIII C.”, at which were shown 121 not very well known Greek manuscripts from 13 warehouses in the Balkans. The purpose of this study is to construct a quantitative "chronological model" of the information about the Greek illuminated manuscripts from the Balkans VI–XVIII C. This model provides a basis for the conclusion that most likely the dating of a considerable amount of these manuscripts is wrong, i.e. that, apparently, many of the extant Greek illuminated manuscripts from the XV and XVI centuries are incorrectly dated and attributed to earlier epochs.

Keywords: The Brilliance of Byzantium, Greek illuminated manuscripts, model, chronological distribution

ACM Classification Keywords: I.6 Simulation and Modeling, I.6.3 Applications

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ХРОНОЛОГИЧЕСКОЕ РАСПРЕДЕЛЕНИЕ РУКОПИСЕЙ ВЫСТАВКИ „СИЯНИЕ ВИЗАНТИИ” (Chronological Distribution of the Manuscripts of the Exhibition “The Brilliance of Byzantium”)

Йордан Табов, Галина Панайотова

http://www.foibg.com/ijitk/ijitk-vol08/ijitk08-01-p05.pdf

LOSSLESS TOMOGRAPHY DATA COMPRESSION METHOD
By: Sergei Udovenko, Anatolii Shamraiev, Olena Shamraieva   (1716 reads)
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Abstract: This paper presents a complex compression method of tomographic data without loss. The proposed method is based on the classic and modified lossless data compression algorithms, which allow reducing not only the inter-element data redundancy on each shot, but the inter-frame redundancy, due to the peculiarities of tomographic data.

Keywords: tomography, compression, modified algorithm-length coding, Huffman coding, inter-element and inter-frame redundancy.

ACM Classification Keywords: I.4 Image Processing And Computer Vision, I.4.2 Compression (Coding), E.4 Coding And Information Theory – Data compaction and compression

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LOSSLESS-МЕТОД СЖАТИЯ ТОМОГРАФИЧЕСКИХ ДАННЫХ (Lossless Tomography Data Compression Method)

Сергей Удовенко, Анатолий Шамраев, Елена Шамраева

INTEGRATED APPROACH TO THE STUDY OF FRACTAL TIME SERIES
By: Lyudmyla Kirichenko, Larysa Chala   (1978 reads)
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Abstract: In this works we propose an integrated approach to the analysis of self-similar properties of stochastic processes for time series of short length. The sequence of steps of the fractal analysis was given. These steps are: preliminary analysis, including the removal of short-term dependence and revealing the true long-term dependency; hypothesis testing of a self-similarity; unbiased interval estimation of the Hurst exponent in cases of stationary and non-stationary time series by several methods; correction of the resulting estimate of the Hurst exponent. Keywords: self-similar stochastic process, time series, Hurst exponent, methods for estimating the Hurst exponent

ACM Classification Keywords: G.3 Probability and statistics - Time series analysis, Stochastic processes, G.1 Numerical analysis, G.1.2 Approximation - Wavelets and fractals

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КОМПЛЕКСНЫЙ ПОДХОД К ИССЛЕДОВАНИЮ ФРАКТАЛЬНЫХ ВРЕМЕННЫХ РЯДОВ (Integrated Approach to the Study of Fractal Time Series)

Людмила Кириченко, Лариса Чалая

http://www.foibg.com/ijitk/ijitk-vol08/ijitk08-01-p03.pdf

МНОГОКРИТЕРИАЛЬНАЯ ОЦЕНКА ПРОЕКТОВ КОСМИЧЕСКОЙ ДЕЯТЕЛЬНОСТИ
By: Альберт Воронин  (2078 reads)
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Аннотация: Рассмотрен системный подход к оценке проектов космической деятельности. Такой проект является сложной системой с противоречивыми свойствами. Поэтому и оценка, и оптимизация (выбор) проектов космической деятельности осуществляется на основе теории принятия многокритериальных решений. Предложена методика как аналитической, так и качественной векторной оценки проектов с применением концепции нелинейной схемы компромиссов. Приведен реальный пример, иллюстрирующий возможности предложенной методики.

Ключевые слова: системный анализ, многокритериальная оценка, нелинейная схема компромиссов, профиль проекта.

ACM Classification Keywords: H.1 Models and Principles – H.1.1 – Systems and Information Theory; H.4.2 – Types of Systems.

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МНОГОКРИТЕРИАЛЬНАЯ ОЦЕНКА ПРОЕКТОВ КОСМИЧЕСКОЙ ДЕЯТЕЛЬНОСТИ

Альберт Воронин

http://www.foibg.com/ijitk/ijitk-vol08/ijitk08-01-p02.pdf

ПРЯМАЯ ЗАДАЧА СИНТЕЗА АДАПТИВНЫХ ЛОГИЧЕСКИХ СЕТЕЙ
By: Владимир Опанасенко, Сергей Крывый  (1689 reads)
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Аннотация: Рассматривается прямая задача адаптации логической сети на основе универсальных логических элементов для реализации задачи классификации входного множества двоичных векторов. Адаптация состоит в определении типов логических функций для составных компонентов логической сети посредством описания ее полиномами, коэффициенты которых задаются матрицей Адамара.

Ключевые слова: адаптация, булева функция, универсальный логический элемент, полином.

ACM Classification Keywords: D.2.4 Hardware design/Hardware Verification - Formal methods

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ПРЯМАЯ ЗАДАЧА СИНТЕЗА АДАПТИВНЫХ ЛОГИЧЕСКИХ СЕТЕЙ

Владимир Опанасенко, Сергей Крывый

http://www.foibg.com/ijitk/ijitk-vol08/ijitk08-01-p01.pdf

ABOUT AN APPROACH TO MODEL DEVELOPMENT OF MAN-COMPUTER INTERACTION
By: Arseniy Bakanov, Nina Bakanova, Tasho Tashev   (2170 reads)
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Abstract: In this paper are presented the results of investigations concerning development of methodic for extraction of expert knowledge in the process of man-computer interaction with intellectual information system. During the investigations a model is developed describing the interaction process with the intellectual information system, the process of criteria formation for evaluation of the alternatives also the process of decision making. One of the problems concerning the model developed herein is extraction of original heuristics applied by the experts in the process of decision making.

Keywords: decision making, knowledge retrieval, man-computer interaction, modeling.

ACM Classification Keywords: H.4.2 Types of Systems - Decision support

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ABOUT AN APPROACH TO MODEL DEVELOPMENT OF MAN-COMPUTER INTERACTION

Arseniy Bakanov, Nina Bakanova, Tasho Tashev

http://www.foibg.com/ijitk/ijitk-vol07/ijitk07-04-p09.pdf

MATRIX FEATURE VECTORS AND HU MOMENTS IN GESTURE RECOGNITION
By: Volodymyr Donchenko, Andrew Golik  (1831 reads)
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Abstract: This paper covers usage of matrix feature vectors and Hu moments in recognition of tactile sign language. The paper also provides comparative characteristic of both approaches and a variant of formation of feature vectors in matrix form. It is suggested to use orthogonal and ellipsoidal compliance distances for matrix feature vectors and numerical intervals for Hu moments.

Keywords: gesture recognition, Hu moments, orthogonal projectors, ellipsoidal distance, SVD – decomposition, pseudoinverse.

ACM Classification Keywords: I.2 Artificial Intelligence, I.4 Image Processing and Computer Vision, I.5 Pattern Recognition, G.1.3 Numerical Linear Algebra.

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MATRIX FEATURE VECTORS AND HU MOMENTS IN GESTURE RECOGNITION

Volodymyr Donchenko, Andrew Golik

http://www.foibg.com/ijitk/ijitk-vol07/ijitk07-04-p08.pdf

METHOD OF DATA ANALYSIS BASED ON CLUSTERING IN “SYNDROMES” INDICATORS SPACE
By: Senko Oleg, Kuznetsova Anna, Kostomarova Irina   (2075 reads)
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Abstract: A new data analysis method is discussed that is based on calculating syndromes by training data sets. Syndrome are defined as sub-regions in feature space where mean values of target Y deviates from mean value of Y in whole data set. Described method of syndromes construction uses boundaries found with the help of modified version of optimal valid partitioning (OVP) method. The modification is based on new validation technique that allows more effectively delete redundant regularities from output set. OVP boundaries are used to find sub-regions in features space with strong deviation of target Y from its mean by whole data set. Such subregions further are called syndromes. Hierarchical tree method was applied to receive clusters of objects from training dataset in space of binary indices indicating if feature description of object belongs to corresponding syndrome. Such technique allows discovering sets of objects with similar syndromes. Experiments with biomedical datasets are discussed.

Keywords: Optimal partitioning, statistical validity, permutation test, regularities, gerontology.

ACM Classification Keywords: H.2.8 Database Applications - Data mining, G.3 Probability and Statistics - Nonparametric statistics, Probabilistic algorithms

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METHOD OF DATA ANALYSIS BASED ON CLUSTERING IN “SYNDROMES” INDICATORS SPACE

Senko Oleg, Kuznetsova Anna, Kostomarova Irina

http://www.foibg.com/ijitk/ijitk-vol07/ijitk07-04-p07.pdf

МОДЕЛЬ ОНТОЛОГИЧЕСКОГО ИНТЕРФЕЙСА АГРЕГАЦИИ ИНФОРМАЦИОННЫХ РЕСУРСОВ И СРЕДСТВ...
By: Марина Попова  (2069 reads)
Rating: (1.00/10)

Аннотация: В статье рассматривается разработка и применение онтологического интерфейса как эффективного средства обеспечения процессов интеграции распределённых информационных ресурсов и систем на основе использования семантических свойств. Описано представление информации в наглядной легкодоступной форме, обеспечивающее создание и использование формализованной системы знаний в конкретных предметных областях. Приведён пример агрегации онтологического интерфейса с ГИС-средой.

Ключевые слова: онтология, онтограф, онтологический интерфейс, геоинформационные системы (ГИС).

ACM Classification Keywords: I.2 ARTIFICIAL INTELLIGENCE - I.2.4 Knowledge Representation Formalisms and Methods

Link:

МОДЕЛЬ ОНТОЛОГИЧЕСКОГО ИНТЕРФЕЙСА АГРЕГАЦИИ ИНФОРМАЦИОННЫХ РЕСУРСОВ И СРЕДСТВ ГИС

Марина Попова

http://www.foibg.com/ijitk/ijitk-vol07/ijitk07-04-p06.pdf

THE METHOD OF ESTIMATING THE CONSISTENCY OF PAIRED COMPARISONS
By: Nataliya Pankratova, Nadezhda Nedashkovskaya   (1921 reads)
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Abstract: The equivalence of the indicators, which are used in the assessment of the consistency of paired comparisons, is investigated. It is found for which matrix of paired comparisons the usage of various indicators of consistency leads to different results regarding the permissible inconsistency, and as a consequence, to different results regarding the necessity of this matrix correction. To illustrate how critical in practical applications such contradictory results on a variety of indicators are, the examples, in which the calculation of the weights of alternatives decisions on the basis of primary and adjusted matrix of paired comparisons leads to a variety of alternatives ranking, are considered. On the basis of the conducted research the method of estimating the consistency of paired comparisons is proposed.

Keywords: indicators of paired comparisons matrix consistency, weak consistency, the permissible inconsistency and method of consistency estimation

ACM Classification Keywords: H.4.2. INFORMATION SYSTEM APPLICATION: type of system strategy

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THE METHOD OF ESTIMATING THE CONSISTENCY OF PAIRED COMPARISONS

Nataliya Pankratova, Nadezhda Nedashkovskaya

http://www.foibg.com/ijitk/ijitk-vol07/ijitk07-04-p05.pdf

PARAMETRIC IDENTIFICATION FOR FOR MODEL OF A CHEMICAL HAZARDOUS SUBSTANCE ...
By: Oleg Zemlianskyi, Vitaliy Snytyuk   (1782 reads)
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Abstract: The technology of concentration determining for a hazardous chemical substance in the pre-accident period is suggested. As a concentration model was selected neuro-fuzzy network with fuzzy inference in Tsukamoto form. Parametric optimization of concentration model is proposed to carried out using a modified method of directional optimization. There are presents the results of numerical simulations.

Keywords: Chemical hazardous substance, prediction, neuro-fuzzy networks, evolutionary modeling.

ACM Classification Keywords: I.2.1 Applications and Expert Systems – Industrial Automation

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PARAMETRIC IDENTIFICATION FOR FOR MODEL OF A CHEMICAL HAZARDOUS SUBSTANCE CONCENTRATION USING SOFT COMPUTING

Oleg Zemlianskyi, Vitaliy Snytyuk

http://www.foibg.com/ijitk/ijitk-vol07/ijitk07-04-p04.pdf

MATRIXES LEAST SQUARES METHOD AND EXAMPLES OF ITS APPLICATION
By: Vladimir S. Donchenko, Inna M. Nazaraga, Olga V. Tarasova   (1928 reads)
Rating: (1.00/10)

Abstract: General framework of Least Square Method (LSM) generalization is represented in the paper. Namely, - generalization on vectors and matrixes case of the observation. Also, some principal examples are represented in the article. These examples illustrate the advantages of LSM in the case under consideration. General algorithm LSM with matrixes observations is proposed and described in step-by-step variant. The examples of method applications in macroeconomics and TV-media illustrate the advantages and capabilities of the method.

Keywords: Moore-Penrose? pseudo inverse, regression, least squares method, macroeconomic indicators, media indicators, prediction.

ACM Classification Keywords: G.3 Probability and statistics, G.1.6. Numerical analysis: Optimization, H.1.m. Models and Principles: miscellaneous.

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MATRIXES LEAST SQUARES METHOD AND EXAMPLES OF ITS APPLICATION

Vladimir S. Donchenko, Inna M. Nazaraga, Olga V. Tarasova

http://www.foibg.com/ijitk/ijitk-vol07/ijitk07-04-p03.pdf

A SYSTEM APPROACH TO SOLVING FORESIGHT PROBLEMS ON THE BASIS OF DELPHI METHOD
By: Nataliya Pankratova, Lyudmila Malafeeva   (2400 reads)
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Abstract: Based on the experience of solving problems of foresight, it should be noted that the multi-factor, multiparameter, heterogeneous and weakly structured information of the researched subject areas used at different stages of the process of foresight, leads to difficulties related to the presentation of knowledge, the construction of the survey forms, results processing and coordinated control foresight process as a whole. In order to effectively implement the process of scenario analysis it is expedient in on-line mode to develop automated tools for knowledge extraction, coordinated distribution of data flow of its processing, means in-depth analysis of the studied subject areas, taking into account all the necessary factors for the studied problem. In this article, with that said, the technique of building the information model of knowledge within a single system approach

Keywords: Delphi method, knowledge base, information model of knowledge, questionnaires, expert evaluation, the agreed expert opinion

ACM Classification Keywords: H.4.2. INFORMATION SYSTEM APPLICATION: type of system strategy Conference topic: Applied Program Systems

Link:

A SYSTEM APPROACH TO SOLVING FORESIGHT PROBLEMS ON THE BASIS OF DELPHI METHOD

Nataliya Pankratova, Lyudmila Malafeeva

http://www.foibg.com/ijitk/ijitk-vol07/ijitk07-04-p02.pdf

THE CONSTRUCTION OF COMPETENCY-BASED BUSINESS GAME OPERATIONAL MODEL
By: Alexandr Deryabin, Lidia Shestakova, Olga Vikentyeva   (4578 reads)
Rating: (1.00/10)

Abstract: Professional staff competences may have a substantial impact on business efficiency and performance. Therefore many modern companies train their personnel in order to develop a set of professional competences. Hence a need in development of procedures for evaluation and development of competences arises. Consequently it leads to a need of developing new software, which implements those procedures. This article considers the conceptual approach to the design of erratic competence development system elements. The article explains the concept of competence-based business game (CBG), defining it as man-machine system which allows to organize a flexible process of competence development. CBG includes technical and organizational components. Technical component forms sets of transactions, which mean the player to develop a certain level of competences. The organizational component is required to support player’s activity during the game. Business game can be represented as a cybernetic system with feedback, which contains both the object of management and the management system. The game is implemented as control and operating machines accordingly. The implementation of technical component requires CBG to be divided into automate and operational models. In order to construct organizational model system analysis and domain ontology construction must be performed. Domain’s (company’s) business processes are represented in a form of oriented graph, traversing of which allows to develop elementary competences. Companies producing the same commodity may have different business processes. To construct competences that are applicable to similar organization, it is necessary for the graph to be a unification of every business process path. It is also possible to build a graph model of the educational management business process. This graph model must represent real management business processes of an enterprise and must reflect the logic of competence development during the learning process.

Keywords: competencies, active learning methods, business-game, business-process, control automat, operating automat, ontology

ACM Classification Keywords: K.3 COMPUTERS AND EDUCATION: K.3.2 Computer and Information Science Education – Information systems education. K.4 COMPUTERS AND SOCIETY: K.4.3 Organizational Impacts – Employment. I.2 ARTIFICIAL INTELLIGENCE: I.2.1 Applications and Expert Systems – Games.

Link:

THE CONSTRUCTION OF COMPETENCY-BASED BUSINESS GAME OPERATIONAL MODEL

Alexandr Deryabin, Lidia Shestakova, Olga Vikentyeva

http://www.foibg.com/ijitk/ijitk-vol07/ijitk07-04-p01.pdf

ИСТОЧНИКИ НЕОПРЕДЕЛЕННОСТИ ЧЕЛОВЕЧЕСКОГО ФАКТОРА В ДИДАКТИКЕ
By: Владимир Камышин  (1738 reads)
Rating: (1.00/10)

Аннотация: Поскольку принятие решений – это наиболее признанный вид интеллектуальной деятельности человека, то этот тезис был распространен и на деятельность участников учебно- воспитательного процесса (педагогов и обучаемых), которая представляется как непрерывная цепь решений, вырабатываемых и реализуемых в условиях воздействия многочисленных факторов разнообразной природы. Классификационные признаки решений в учебно-воспитательном процессе совпадают с характерными признаками окружающей среды, предложенными Р. Говардом (R. Howard). А именно, они, во-первых, являются динамичными, поскольку уровень обученности и воспитанности обучаемых действительно является функцией времени и зависит от предыдущего их состояния. Во- вторых, процесс обучения и воспитания является многоцелевым и многокритериальным, что соответствует определению векторных (сложных) задач принятия решений. В третьих, в учебно- воспитательном процессе присутствуют все признаки детерминированности (в меньшей степени) и рисков, имеющих стохастическую и нестохастическую природу. Если первые из них учитываются по результатам многократной практики реализаций методов, технологий, процедур обучения и воспитания, то источниками последних является природная, целевая и поведенческая неопределенность, объясняемая как минимум проявлением типологических особенностей участников учебно-воспитательного процесса, их конфликтным взаимодействием, что исследуется и моделируется методами теории игр, а также проявлением опасных качеств поведения, оперативного мышления и принятия решений. Особое внимание уделено системному анализу неопределенностей человеческого фактора в учебно- воспитательном процессе, который рассматривается как гуманистическая образовательная система (в соответствии с пониманием Л. Заде и критериями А. И. Губинского). Имеется в виду: отсутствие знаний о явлениях и закономерностях функционирования объектов управления (в том числе, невозможность выявления, учета и точного описания альтернатив, особенно с помощью одной функции полезности); взаимодействие участника учебно-воспитательного процесса с объектом и/или явлением окружающей среды (природной, социальной, учебной); постановка цели; построение стратегий решения теоретических и практических задач, а также информационно-лингвистической неопределенности описания проблемных ситуаций в дидактике.

Ключевые слова: классификационные признаки проблемных ситуаций в дидактике; неопределенность, связанная с человеческим фактором (участниками учебно-воспитательного процесса) и лингво-информационными процессами; источники риска нестохастического характера.

ACM Classification Keywords: J.1 Administrative Data Processing, Education. J.4 Social And Behavioral Sciences.

Link:

ИСТОЧНИКИ НЕОПРЕДЕЛЕННОСТИ ЧЕЛОВЕЧЕСКОГО ФАКТОРА В ДИДАКТИКЕ

Владимир Камышин

http://www.foibg.com/ijitk/ijitk-vol06/ijitk06-4-p10.pdf

MULTI-OBJECTIVE DECISION MAKING UNDER CONDITIONS OF UNCERTAINTY AND RISK OF ...
By: Sirodgea I. B., Kuzomin O., Ya. Shtukin M.V.   (2030 reads)
Rating: (1.00/10)

Abstract: Methodology of a complex solution for a problem of decision making under conditions of multiobjective optimization, uncertainties and risk based on the use of mathematical models and knowledge quantum engineering (EKQ) methods is developed.

Key words: multi-objective optimization, utility function, interval scholastic uncertainty, decision making, knowledge quantum engineering.

Link:

MULTI-OBJECTIVE DECISION MAKING UNDER CONDITIONS OF UNCERTAINTY AND RISK OF KNOWLEDGE QUANTUM ENGINEERING MEANS

Sirodgea I. B., Kuzomin O., Ya. Shtukin M.V.

http://www.foibg.com/ijitk/ijitk-vol06/ijitk06-4-p09.pdf

AN INTEGRATED FRAMEWORK OF DESIGNING A DECISION SUPPORT SYSTEM FOR ...
By: Daniela Borissova, Ivan Mustakerov   (2153 reads)
Rating: (1.00/10)

Abstract: The paper describes a framework of decision support system for engineering predictive maintenance for civil engineering. The proposed framework integrates traditional decision support system with the advances of expert system. While the traditional decision support system constitutes data management, decision methodology and user interface the advances of expert system embrace symbolic reasoning and explanation capabilities. That assists decision maker in making strategic decisions by presenting information and interpretations for various alternatives. The essence of the proposed integrate framework of decision support system is the ability to incorporate actual information from structure health monitoring and structure health modeling modules with knowledge management module in a structure of health management module. The data flow diagrams are used to define how data is processed and stored. They also show the points of data entry and exit and are important tool assisting in building a logical model of the designed system. All of these contributed the predictive maintenance enhancement by using of advantages decision support system together with the capabilities of expert system.

Keywords: decision support system, knowledge management, expert system, predictive maintenance.

ACM Classification Keywords: H.4.2 Information systems applications: Types of systems – Decision support; I.2.5 Artificial intelligence: Programming Languages and Software – Expert system tools and techniques.

Link:

AN INTEGRATED FRAMEWORK OF DESIGNING A DECISION SUPPORT SYSTEM FOR ENGINEERING PREDICTIVE MAINTENANCE

Daniela Borissova, Ivan Mustakerov

http://www.foibg.com/ijitk/ijitk-vol06/ijitk06-4-p08.pdf

RESOURCE APPROACH TO DATA MINING BASED ON NETWORK TRAFFIC
By: Vochkov D.B., Bakanov A.S., Tashev T.D.   (1783 reads)
Rating: (1.00/10)

Abstract: In the presented paper is considered resource approach to intellectual data analyses based on network traffic. A model for calculation of loading on different segments of the network in the distributed systems for organization control is designed. This allows more effective execution of data searching and analysis procedure and also significant reduction of the time for data processing.

Keywords: Intellectual data analyses, network traffic, resource approach.

ACM Classification Keywords: I.2.1 Applications and Expert Systems

Link:

RESOURCE APPROACH TO DATA MINING BASED ON NETWORK TRAFFIC

Vochkov D.B., Bakanov A.S., Tashev T.D.

http://www.foibg.com/ijitk/ijitk-vol06/ijitk06-4-p07.pdf

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