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Module Handbook

Degree program 6М070300 Information Systems

(profiled, duration of study - 1,5 years)

Contents

1. Professional Language Training..........................................................................................................3

2. Psychology of management.................................................................................................................5

3. Organization of Scientific Research and Innovative Activity..............................................................7

4. Theoretical Bases of Information Processes........................................................................................9

5. Sampling analysis..............................................................................................................................11

6. Fuzzy Logic and Neural Networks....................................................................................................13

7. Security and management basics in Information Systems..................................................................15

8. Information Technologies in Management........................................................................................17

9. Operational management in business administration.........................................................................19

10. Modeling of modern information systems.........................................................................................22

11. Designing of Qualitative Information Systems..................................................................................24

12. Modern information system development..........................................................................................26

13. Experiment-research work.................................................................................................................28

14. Production practice............................................................................................................................29

15. Experiment-research work 2..............................................................................................................31

16. Final attestation..................................................................................................................................32

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Module title: 1. Professional Language TrainingModule elements Compulsory

Foreign Language (Professional)Business Kazakh language

Term of Study: 1, 2Person responsible for the module: Akhmetova T.A.Lecturer: Foreign Language – Sagitdinova T.K.,

Business Kazakh Language – Akhmetova T.A.Language: Russian, KazakhCurriculum relation: 6М070300 Information SystemsMode of study/ number of hours per week and per term:

Full-time mode:1 semester: hours in a week - 6;in a semester – 90.2 semester: hours in a week - 2;in a semester – 30.

Work load: Full-time mode:Curricular load: 40 hoursExtracurricular hours: 80 hoursTotal: 120 hours

Credits: 4 ECTSExamination requirements: To be admitted for the examination the student must have at

least 50 out of 100 points assigned for each discipline of the module.

Recommended requirements: Module is based on the knowledge received on bachelor disciplines such as Foreign Language, Kazakh (Russian) Literature, Profession Oriented Foreign Language, Professional Kazakh (Russian) Language

Objectives of modules / Intended learning outcomes:

Knowledge:foreign language on the professional level, which allows conduct scientific researches and practical activity; functional and stylistic characteristics of the scientific presentation of the material in the native or foreign language, general scientific terminology and the terminology sub-language, the relevant specialty in the native or foreign language, vocabulary; business vocabulary.Skills:reading, translating of the original literature, followed by analysis, interpretation and evaluation of the extracted information; explicating of scientific information in written form; executing and maintaining of business papers; perception, analysis and processing of information received from the media and other sources; conducting of business meetings.Competencies:the willingness to use in practice the skills in the organization of research and design work; to annotate and abstract literature; preparation of a report; preparation of thesis (articles); business correspondence in official and foreign language.

Contents: 1. Foreign Language (Professional). Improving proficiency of undergraduates in English speech: improving skills of speaking, writing, speaking and writing, the study of the rules of construction of scientific and professional speech, language features reports and presentations, the study of basic terms in

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the field of research, strengthening of basic grammatical structures and phenomena.2. Business Kazakh Language. In Kazakhstan, The Constitution of the Republic of Kazakhstan, The Law about the Language; Entrepreneurship in Kazakhstan, Apply on State service and private industry, The economic possibilities of Kazakhstan, Tax, Customs, Business ties, Business relationships, Business meeting, World and Kazakhstan Organizations, Advertisement. Types of Advertisement, Documents. Document Samples.

Results of study /examinations /forms of examinations:

A complex examination in the module, including:Foreign Language (Professional) – computer test;Business Kazakh Language – oral quiz.

Technical/multimedia equipment: Multimedia laboratory, Interactive smart board, multimedia complex.

Literature: 1. D.E. Zemach, L.A.Rumisek. Academic Writing. MacMillan Press, 2006.2. Key Concepts in Information and Communication Technology (Palgrave) by Roger I. Cartwright.3. Holley Rodik. Business Writing Makeovers,АСТ, Астрель, 2004.4. А.М. Aldanova, D.H. Akhanova. Official and Business Kazakh. Almaty, 2002.5. Т. A. Akhmetova. Business Kazakh. Petropavlovsk, NKSU. 2005.6. N. K. Mukhamadiyeva. Professional Kazakh. І manual. Almaty, 2006.

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Module title: 2. Psychology of managementModule elements Compulsory

PsychologyManagement

Term of Study: 1Person responsible for the module: Bogunov L.A.Lecturer: Psychology - Bogunov L.A.

Management – Shinkarev I.A.Language: RussianCurriculum relation: 6М070300 Information systemsMode of study/ number of hours per week and per term:

Full-time mode:1 semester: hours in a week –in a semester – 135.




Recommended requirements: Module is based on the knowledge received on previous disciplines such as 1. Fundamentals of Economic Theory, Basics of Law, Sociology, Philisophy.


Knowledge:social and psychological nature of pedagogic activity; the characteristics of psychic and cognitive processes included in the cognitive activity; the content and specific characteristics of psycho-pedagogic impact; the driving forces of change in the economic structure; features and rules of investment cooperation; financial and economic problems of functioning of enterprises; organization of strategic management of the enterprise, innovation management, leadership theory.Skills:effectively applying modern methods and techniques of teaching in a higher education institution; applying necessary psycho-pedagogical resources to conduct classes; applying scientific methods of cognition in professional activity; a creative mind and approach in solving new problems and situations; to conduct macroeconomic analysis of economic activity of the enterprise and to use its results in enterprise management; to put into practice the norms of legislation of the Republic of Kazakhstan in the field of regulation of economic relations;Competencies:in the field of contemporary problems of the world economy and participation of national economies in the world economic processes; scientific research activity, scientific tasks solving.

Contents: 1. Psychology. It's learned: the basics of psychology of higher school; psychological and pedagogical nature of the educational process in higher school; a holistic view of the most important theoretical concepts, empirical studies and basic applications of general, social, developmental and educational psychology in relation to the course

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"Psychology"; the main trends of development of higher school at the present stage; development of professional psychological and pedagogical thinking.Management. Management as an activity. The evolution of Management. The organization as a subject and object of management. Communication in organizations and management. Management decisions in the process of management. Strategic and tactical planning in the management system.


A complex examination in the module, including:Psychology – computer test;Management - computer test.

Technical/multimedia equipment: Interactive smart board, multimedia complex.Literature: 1. Bandurka A.M., Bocharova S.P., Zemlyanskaya E.V./

«Psihologiya upravleniya». SPb., 2013.2. Gi Lefransua. Prikladnaya pedagogicheskaya psihologiya. SPb., 2003.3. Dzhakupov S.M. Psihologicheskaya struktura processa obucheniya. Almaty: Kazak universitety, 2004. – 311s.4. Dyachenko M.I., Kandybovich L.A. Psihologiya vysshej shkoly. – Minsk, 2006.5. Vesnin R. Menedzhment: ucheb. 2-e izd. — M.: Prospekt, 2004.6. Vihakskij O.S., Naumov A.I. Menedzhment. M.: «Vysshaya shkola», 2000.

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Module title: 3. Organization of Scientific Research and Innovative Activity

Module elements CompulsoryOrganization of Scientific Research and Innovative Activity

Term of Study: 1Person responsible for the module: Pogrebitskaya М.V.Lecturer: Pogrebitskaya М.V.Language: RussianCurriculum relation: 6М070300 Information systemsMode of study/ number of hours per week and per term:

Full-time mode:1 semester: hours in a week – 6;in a semester – 90.




Recommended requirements: Module is based on the knowledge received on bachelor previous disciplines such as Sociology, Philisophy, Organization of Scientific Research and Innovative Activity


Knowledge:the methodology of scientific cognition; the role of science and education in social life; modern tendencies in the development of scientific cognition.Skills:able to apply scientific methods of cognition in professional activity, understanding and problem solving abilities in new or unfamiliar environments within broader (or multidisciplinary) contexts related to their field of study; to present competently the results of research and design activity within applying of modern tendencies and information technologies in the field of management and economics;Competencies:to conduct research activities, the solution of scientific tasks; to submit the results of the work and to justify argumentatively the need for implementation of developing projects.

Contents: Organization of Scientific Research and Innovative Activity. The study of stages of planning and implementation of the scientific, scientific and pedagogical experiment. The methods of presentation of the data.


A complex examination in the module, including:Oral quiz

Technical/multimedia equipment: Interactive smart board, multimedia complex.Literature: 1. Kuznecov I.N. Nauchnoe issledovanie. Metodika

provedeniya i oformleniya- M.: Dashkov i K – 2008, - 460 s.2. Zaharova A., Zaharova T. Kak napisat' i zashchitit' dissertaciyu SPb.: Piter, 2007. -160 s.3. Mahanov M.M., Kalanova SH.M. Osnovy nauchnyh issledovanij v vuzah, metodika napisaniya nauchnyh i

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metodicheskih rabot, pravila oformleniya: Uchebnoe posobie,- Taraz: TarGU, 2007.-170 s.

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Module title: 4. Theoretical Bases of Information ProcessesModule elements Compulsory

Theoretical Bases of Information ProcessesTerm of Study: 1Person responsible for the module: Kukharenko E.V.Lecturer: Theoretical Bases of Information ProcessesLanguage: RussianCurriculum relation: 6М070300 Information systemsMode of study/ number of hours per week and per term:





Recommended requirements: Module is based on the knowledge received on bachelor disciplines such as Computer Science, Bases of Information Systems, Database in Information Systems.


Knowledge:concepts about common patterns of information processes in various physical nature systems; notion of the problem of modeling of information systems' states and directions of this problem solving; notion of the methodology of modeling of processes and objects; set-theoretic methods; methods of mathematical logic; discrete structures, as a theoretical and methodological basis of information processes, systems and technologies; basis of the use of information processes, principles of design and implementation of information models, systems and processes; forms of software lifecycle.Skills:formalization of processes and facilities within the information systems on the basis of mathematical models used in modeling; choice of purposes of modeling, the priority of the criteria in multicriteria models, to develop modeling algorithms in the package of applied modeling programs; to automate the process of designing models using simulation data.Competencies:formulation of systems modeling tasks, the application of the method of decomposition (composition) in the description of systems.

Contents: Deterministic and theoretic-probability methods of the theory of information processes. Set-theoretic methods. The methods of mathematical logic. Fundamentals of the applying of information processes. The quantitative characteristics of information and its evaluation methods. Automation of information process. Information processes - the basis of information systems. The concept and structure of the information process.

Results of study /examinations /forms A complex examination in the module, including:9

of examinations: Oral quizTechnical/multimedia equipment: Interactive smart board, multimedia complex.Literature: 1. Modelirovanie informacionno-vychislitel'nyh

processov. A.A. Markov, M.,1999.2. Intriligator M. Matematicheskie metody optimizacii i ehkonomicheskaya teoriya. M.: Ajris-press, 2002. 576 s.3. Dejt K.Dzh.. Vvedenie v sistemy baz dannyh / Per. s angl. 6-e izd.. - K.: Dialektika. 1998.

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Module title: 5. Sampling analysisModule elements Compulsory

Sampling analysisTerm of Study: 1Person responsible for the module: Ivel V.P.Lecturer: Sampling analysis - Ivel V.P.Language: RussianCurriculum relation: 6М070300 Information systemsMode of study/ number of hours per week and per term:





Recommended requirements: Module is based on the knowledge received on bachelor disciplines such as Computer Science, Bases of Information Systems, Database in Information Systems, Systems of Artificial Intelligence, Artificial Information Systems.


Knowledge:concepts about common patterns of information processes in various physical nature systems; notion of the problem of modeling of information systems' states and directions of this problem solving; notion of the methodology of modeling of processes and objects; set-theoretic methods; methods of mathematical logic; discrete structures, as a theoretical and methodological basis of information processes, systems and technologies; basis of the use of information processes, principles of design and implementation of information models, systems and processes; forms of software lifecycle; broadening and deepening knowledge useful for the everyday professional activity and continuing education to higher degree.Skills:formalization of processes and facilities within the information systems on the basis of mathematical models used in modeling;Competencies:scientific-research activity, scientific tasks solving; formulation of systems modeling tasks, the application of the method of decomposition (composition) in the description of systems; conducting scientific projects and research in the professional field, development of Computer Science as an academic discipline and solving complex problems.

Contents: Fundamentals of the theory of semigroups, groups, rings and fields. Algebraic structures. Binary operations. Cayley's theorem. Subgroups. Generating or forming elements of the group. Cyclic groups. Lagrange’s theorem. Isomorphisms, automorphisms and homomorphisms of groups. The kernel of homomorphism. The inner automorphisms. Homomorphism

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of groups theorem. Formal languages (combinatorial aspect). Alphabet, word, sentence, the language. Fragments of words, analogy, similarity, equivalence. Definability of words from fragments. Combinatorial designs and words. Languages and computational complexity. Combinatorial objects and generating functions. Ordinary generating functions and Dirichlet series. Generating functions of classical objects. Combinatorial sum: coefficient method. Factorization in the classic rings. Model of information extration and protection. Information protection from accidental interference: Coding Theory. Cryptographic information protection. Objects restore on partial information.


A complex examination in the module, including:Sampling analysis – oral quiz.

Technical/multimedia equipment: Interactive smart board, multimedia complex, virtual laboratory.

Literature: 1. R. Grekhem, D. Knut, O. Patashnik. Konkretnaya matematika. – M.: Mir. 1998.2. F. J. McWilliams, N. J. Sloaene. Teoriya kodov, ispravlyaiushih oshibki. – M.: Svyaz’, 1979.3. A. Salomaa. Kriptografiya s otkrytym kliuchom. – M.: Mir, 1966.

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Module title: 6. Fuzzy Logic and Neural NetworksModule elements Elective

Applied indistinct systems /Neuro-computer systems

Term of Study: 1Person responsible for the module: Shevchuk E.V.Lecturer: Applied indistinct systems – Shevchuk E.V.,

Neuro-computer systems – Shevchuk E.V.Language: RussianCurriculum relation: 6М070300 Information SystemsMode of study/ number of hours per week and per term:

Full-time mode:1 semester: hours in a week - 6;in a semester – 90.




Recommended requirements: Module is based on the knowledge received on bachelor disciplines such as Mathematical analyses, Algorithms, data structures and programming, Artificial intelligence systems, Intellectual information systems.


Knowledge:fundamentals of fuzzy sets theory and practical results of the use of fuzzy technologies for processing of semistructured information to identify effective solutions of terminology related to neural networks; architecture of neural network.Skills:to apply theoretical knowledge to solve practical problems of the neural network modeling in economic applications; to apply theoretical knowledge to solve practical problems of neural network modeling in financial applications; to use the basic principles of solving the problems of economic analysis, classification, prediction and control using neural networks.Competencies:to apply basic principles of solving the tasks of economic analysis, classification, prediction and control by using neural networks, willing to use their knowledge and understanding for the design and implementation of information models, systems and processes.

Contents: Applied indistinct systems. The study of theoretical fundamentals of fuzzy sets theory and practical results of the use of fuzzy technologies for processing of semistructured information in the professional activity. Overview of neurocomputer systems.Neuro-computer systems. It's learned the basics of construction of neurocomputers. It's given a detailed overview and description of the most important methods of learning neural networks of different structures, as well as tasks undertaken by these networks. It's considered the issues of implementation of neural networks. Review of Fuzzy

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Systems.Results of study /examinations /forms of examinations:

A complex examination in the module, including:Applied indistinct systems/Neuro-computer systems – oral quiz.


Literature: 1. Gul'nara YAh"yaeva Nechetkie mnozhestva i nejronnye seti. Internet-universitet informacionnyh tekhnologij, 2011 g.2. Aleksandr Galushkin Nejronnye seti. Osnovy teorii. Goryachaya Liniya - Telekom ISBN 978-5-9912-0082-0; 2012 g3. Ryshard Tadeusevich, Barbara Borovik, Tomash Gonchazh,Bartosh Lepper EHlementarnoe vvedenie v tekhnologiyu nejronnyh setej s primerami programm(perevod Igor' Rudinskij). Goryachaya Liniya - Telekom ISBN 978-5-9912-0163-6; 2011 g.4. Tobi Segaran Programmiruem kollektivnyj razum. Programming Collective Intelligence (perevod A. Slinkin). Simvol-Plyus ISBN 978-5-93286-119-6, 5-93286-119-3, 0-596-52932-5; 2008 g.

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Module title: 7. Security and management basics in Information Systems

Module elements ElectiveManagement of data and knowledge in information systems / Security of computer networks

Term of Study: 1Person responsible for the module: Shpak A.V.Lecturer: Management of data and knowledge in information systems –

Shpak A.V.,Security of computer networks – Shpak A.V.

Language: RussianCurriculum relation: 6М070300 Information SystemsMode of study/ number of hours per week and per term:





Recommended requirements: Module is based on the knowledge received on bachelor disciplines such as Bases of Information Systems, Artificial Intelligence Systems / Intellectual information systems / Bases of information systems, Architecture of Computer Networks / Systems and Networks of Information Transmission.


Knowledge:the basic principles of organization and functioning of the data bank as a basis of information systems and data management, their components, characteristics, capabilities and applications of the most common classes and database types in information systems; modern computer network technologies and methods of transmission, storage, retrieval, processing and presentation of information;Skills:to carry out the analysis and development of a strategy of data management and knowledge of organization, ensuring of data security in networks on the basis of modern methods and advanced scientific achievements.Competencies:to apply knowledge and understanding to solve problems of data and knowledge management in new and unfamiliar contexts; readiness for the organization and management activities of the enterprise; the use of innovative methods to solve problems.

Contents: Management of data and knowledge in information systems.The basic concepts of data and knowledge banks; information and data; the subject field of data bank; the role and place of data banks in information systems; users of data banks; the advantages of centralized data management; database as an information model of the subject field; a database management system (DBMS); DBA; architecture of a data

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bank; infological database design; selection of the data model; hierarchical, network and relational data models, their types, of structures, basic operations and limitations; representation of the data structures in computer memory; current trends of constructing the file systems; an overview of the industrial DBMS; tendencies of development of data banks.Security of computer networks.Modern computer network technologies and methods of transmission, storage, retrieval, processing and presentation of information; safety of the physical and link layers; features of solving tasks of ensuring network security; common security problems of services of the application layer; standard methods of ensuring the security of computer networks: means provided in standard protocols of networking; cryptographic methods of protection of transmitted and stored in the network of user information; special methods of identifying and authenticating users.


A complex examination in the module, including:Management of data and knowledge in information systems / Security of computer networks – oral quiz


Literature: 1. Homonenko A.D. i dr. Bazy dannyh: Ucheb. Dlya vuzov. – M.: Binom-Press, 2007, 736 s.2. Dejt K.Dzh.. Vvedenie v sistemy baz dannyh / Per. s angl. 6-e izd.. - K.: Dialektika. 1998.3. Digo S.M. Proektirovanie i ispol'zovanie baz dannyh. - M.: Finansy i statistika, 1995. - 208 s.4. Karpova T.S. Bazy dannyh: modeli, razrabotka, realizaciya. - SPb.: Piter. 2002. - 304 s.5. Komp'yuternye seti. Principy, tekhnologii, protokoly / V.G.Olifer, N.A.Olifer.– SPb.: Piter, 2001. – 672 s.6. Mashnikova O.V., SHuremov E.L., Golubeva N.N. Komp'yuternye sistemy i seti: uchebnoe posobie. Finansy i statistika, 2000.

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Module title: 8. Information Technologies in ManagementModule elements Elective

Information systems in management / Corporate information systems

Term of Study: 2Person responsible for the module: Shpak А.V.Lecturer: Information systems in management / Corporate information

systems – Shpak А.V.Language: RussianCurriculum relation: 6М070300 Information systemsMode of study/ number of hours per week and per term:





Recommended requirements: Module is based on the knowledge received on bachelor disciplines such as Management, Applied indistinct systems/ Neuro-computer systems, Management of data and knowledge in information systems/Security of computer networks.


Knowledge:modern apparatus of applied mathematics, the fundamental concepts and system methodology, international professional standards in the field of education, management and information technologies.Skills:to make decisions in complex and non-standard situations in the field of organization and management of the economic activity of the enterprise; to conduct a survey of activities and IT infrastructure of enterprises; the use of qualitative methods of differential calculus and mathematical programming in the economic analysis, making organizational and management decisions, planning and forecasting in various areas and levels of economic mechanism to stabilize the operation of the information system.Competencies:a systematic idea of the methodology for the practical application of optimal control theory in the study of economic, administrative processes and facilities; to present the results of their work and to justify with reason the need for the implementation of development projects; readiness for responsible and purposeful problem solving in interaction with society, the collective.

Contents: 1. Information systems in management. Theoretical basis of the features of information technologies and information systems, technologies and methods for processing of various kinds of information; Informatization of the society; the problem of increasing the efficiency of information systems; information provision of information technologies and

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information systems of organization management; information provision of workstation of a manager; application programs of formation of business plans, legal databases of the enterprise; an office automation technology.2. Corporate information systems. The study of the different approaches to the notion of corporativity and its application to control systems. Working out of abilities and skills of determining the quality criteria and the effectiveness in the corporative systems of management. The study of functions (tasks, business processes) in the corporative systems of management, features of architectures of database construction in the corporative systems of management, features of the design of the corporative systems of management.


complex examination in the module, including:Information systems in management / Corporate information systems – oral quiz.

Technical/multimedia equipment: Interactive smart board, multimedia complex, computer class..Literature: 1. Avtomatizirovannye informacionnye tekhnologii v

bankovskoj deyatel'nosti/Pod red. prof. G.A. Titorenko. – M: Finstatinform, 2008.2. V.A.Grabaurov. Informacionnye tekhnologii dlya menedzherov. - M.: Fist-a, 2009.3. Avtomatizirovannye informacionnye tekhnologii v ehkonomike / Pod red. prof. G.A. Titorenko. - M.: YUNITI, 2008.4. Avtomatizirovannye informacionnye tekhnologii v ehkonomike / Pod red. I.T. Trubilina. - M.: Finansy i statistika, 2005.5. Vvedenie v informacionnyj biznes / Pod red. V.P. Tihomirova i A.B. Horoshilova. - M.: Finansy i statistika, 2004.

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Module title: 9. Operational management in business administrationModule elements Elective

Information and control systems in business administration/ Modern IS in the operational management

Term of Study: 1Person responsible for the module: Shevchuk E.V.Lecturer: Information and control systems in business administration/

Modern IS in the operational management - Shevchuk E.V.Language: RussianCurriculum relation: 6М070300 Information systemsMode of study/ number of hours per week and per term:



Credits: 3 ECTSExamination requirements: To be admitted for the examination the student must have at least

50 out of 100 points assigned for each discipline of the module.Recommended requirements: Module is based on the knowledge received on bachelor

disciplines such as Pedagogics, Informatics.Objectives of modules / Intended learning outcomes:

Knowledge:classification of corporate information systems and management practices; concepts about common patterns of information processes in various physical systems; understanding of the modeling problem of information systems of state and directions to solve this problem; understanding of the methodology of process modeling and set-theoretic methods; methods of mathematical logic; discrete structures, as a theoretical and methodological basis of information processes, systems and technologies; basis of the use of information processes, principles of design and implementation of information models, systems and processes; forms of software lifecycle; the evolution of quality assurance methods, general data on projects management, planning the quality of a project, processes of software quality assurance, processes of software quality control, methods of gathering, presentation and analysis of data; design principles and implementation of information models, systems and processes, concepts of information and control systems in education, their functions, field of application, structure, elements, principles of action; the basic principles of organization and functioning of the data bank as a basis of information systems and data management, their components, characteristics, capabilities and applications of the most common classes and database types in information systems; modern computer network technologies and methods of transmission, storage, retrieval, processing and presentation of information; the features of information technology and information systems, technologies and methods for treating various types of information; modern methods of processing, transformation of information by means of information technologies; a common methodology for the development of object-oriented programs using modern algorithmic languages and programming systems; modern

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methods of processing, transformation of information by means of information technologies; the fundamental concepts and system methodology, international professional standards in the field of education, management and information technologies.principles of administration of network and information services in distributed information systems; system administration tasks, their solutions; modern types of information systems security policiesSkills:application of IT and mathematical models used in the analysis of systems of different nature for planning and forecasting in various areas of professional activity; the use of a systematic approach in the study, design and development of algorithms of functioning and administration of management information systems in various spheres of the professional activity; to realize information models, systems and processes; use of information technology to create IT-infrastructure of enterprise management, audit and monitoring of the reliability of information systems; possession of modern information technologies and tools for solving a variety of data management tasks in their professional activities; possession of methods of choice of database management systems, methods of databases and knowledge constructing models; use the basic principles of solving the problems of economic analysis, classification, prediction and control using neural networks and applied fuzzy systems; to make decisions in complex and non-standard situations in the field of organization and management of the economic activity of the enterprise; the use of modern information technologies methods to ensure the existence and operation of modern enterprise infrastructure; to operate and support maintenance of information technology and management systems; define the tasks of administration for specific cases; to analyze the potential breaches of information security.Competencies:to communicate with different organizations, including educational ones, to update knowledge and expand professional skills.

Contents: 1. Information and Control Systems in Business Administration. Concepts and objectives of the automated MIS. Terms of reference for the development of an automated system as part of the design process. Software and hardware complex of automated MIS. Decision-making system in the automated MIS. The formalization of an element of decision-making. Constructing expert system based on MIS. Specialized tasks scope of MIS.2. Modern IS in the operational management. Features of operative management. Regular management: a modern approach to the management of the company. Planning and management. Management efficiency. Development of managerial decisions. Stages of decision-making. Evaluation. Feedback. Practical tools for increasing the business processes efficiency.


A complex examination in the module, including:Information and control systems in business administration/ Modern IS in the operational management – oral quiz.

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Technical/multimedia equipment: Interactive smart board, multimedia complex, computer class.Literature: 1. Gelpovei L. Operatsionnyi menedzhment, printsipy I praktika.

SPb.: Piter, 20022. Zheltenkov A.V. Upravlenie operatsiyami. Operatsionnyi menedzhment. M.: FBKPRESS, 2005.3. Mordvintseva A.D. Sovremennye metody planirovaniya I upravleniya na predpriyatiyakh. Konspekt lektsii / A.D. Mordvintseva. – Vladivostok: Izd-vo VGUES, 2002.4. Novaya tekhnologiya I organizatsionnye struktury: Sokr. per. s angl. / Pod red. I. Pinningsa i A. Beautandama. – M.: Ekonomika, 1990. – 269 s.

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Module title: 10. Modeling of modern information systemsModule elements Elective

Economics-mathematics methods and models / Mathematic modeling in information systems

Term of Study: 3Person responsible for the module: Kukharenko E.V.Lecturer: Economics-mathematics methods and models / Mathematic

modeling in information systems – Kukharenko E.V.Language: RussianCurriculum relation: 6М070300 Information systemsMode of study/ number of hours per week and per term:





Recommended requirements: Module is based on the knowledge received on previous disciplines such as Applied indistinct systems of management, Management of data and knowledge in information systems/ Neuro-computer systems, Security of computer networks.


Knowledge:theory, methods and modeling technologies in the study and design of information systems; modeling technologies using mathematical apparatus; core techniques of modeling systems, modern technical equipment and its software for the solution of problems of modeling.Skills:to carry out the analysis of the initial problem, to carry out an assessment of the need of tasks solutions by modeling method, to give the initial model to a form suitable for modeling, to design programs to solve specific problems of modeling, to apply known methods for the identification of mathematical models; implementation of information models, systems and processes; to apply IT and mathematical models used in the analysis of systems of different nature, in planning and forecasting in various spheres human economic activity.Competencies:in the selection of methods, aids and tools of modeling ; in matters of building models and obtaining new knowledge based on their analysis.

Contents: 1. Economics-mathematics methods and models. Fundamentals of applied mathematical modeling application. Mathematical modeling of socio-economic systems. Modeling of the regularities in the economy. Production function and socio-economic processes. Methods and models of economic processes forecasting. Linear economic and mathematical models. The solution of problems of modeling socio-economic processes. Optimization in mathematical modeling.2. Mathematic modeling in information systems. The main

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methods of modeling systems, modern technical facilities and software for solutions of modeling tasks. The study of the general principles and methods of modeling of discrete-continuous processes, in particular, information processes progressing in computer systems and data networks; the study of the theory of queuing systems, the principles of a systematic approach in the development of simulation models, structures and methods of writing of imitating modeling programs on universal programming languages, methods and algorithms of modeling of random events with different distribution laws.


A complex examination in the module, including:Economics-mathematics methods and models / Mathematic modeling in information systems – oral quiz.

Technical/multimedia equipment: Interactive smart board, multimedia complex, computer class.Literature: 1. Ashihmin V.N., Gitman M.B. i dr. Vvedenie v

matematicheskoe modelirovanie M., «Logos», 2008.2. Berezhnaya, E.V. Matematicheskie metody modelirovaniya ehkonomicheskih sistem: uchebnoe posobie / E.V. Berezhnaya. – M.: Finansy i statistika, 2011. – 432 s.3. Kundysheva, E.S. Matematicheskoe modelirovanie v ehkonomike: uchebnoe posobie / E.S. Kundysheva. – M.: Prospekt, 2009. – 142 s.4. Mazhukin, V.I. Matematicheskoe modelirovanie v ehkonomike: uchebnoe posobie [Tekst] / V.I. Mazhukin, O.N. Koroleva. – M.: Finansy i statistika, 2009. – 132 s.5. Osnovy modelirovaniya. Lab.praktikum / Sost. V.V. Dronov; NovGU im.YAroslava Mudrogo– Velikij Novgorod, 2006.6. Komp'yuternoe modelirovanie. Lab.praktikum / Sost. V.V. Dronov; NovGU im.YAroslava Mudrogo– Velikij Novgorod, 2008.7. Arunyanc G.G. Modelirovanie ehkonomicheskih processov: praktikum – Kaliningrad, 2009.

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Module title: 11. Designing of Qualitative Information SystemsModule elements Elective

Management of IT-projects quality / Modeling of information systems

Term of Study: 2Person responsible for the module: Shpak A.V.Lecturer: Management of IT-projects quality / Modeling of information

systems - Shpak A.V.Language: RussianCurriculum relation: 6М070300 Information systemsMode of study/ number of hours per week and per term:





Recommended requirements: Module is based on the knowledge received on previous disciplines such as Applied indistinct systems, Management of data and knowledge in information systems/ Neuro-computer systems, Security of computer networks.


Knowledge:the evolution of quality assurance methods, general data on projects management, planning the quality of a project, processes of software quality assurance, processes of software quality control, methods of gathering, presentation and analysis of data; design principles and implementation of information models, systems and processes.Skills:design and construction of information system projects; possession of tools for assessing the quality and efficiency of information systems; economic substantiation of expediency decision-making in the field of the quality of information systems.Competencies:to submit the results of the work and to justify argumentatively the need for implementation of developing projects.

Contents: 1. Management of IT-projects quality. The essence and content of project management. PERT technology. Project management software. The structure of the project model. The structures of programs and projects. Models of the project Microsoft Project means. Developing of a plan. The project monitoring. preparation of analytical materials and presentations. Initial information about the collective management of projects.2. Modeling of information systems. The formulation of the tasks of designing information systems applications and methods for their solution; core technologies of design of information systems applications; the content of works at the

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stage of research and justification of the establishment of information systems applications; prospects for the development of technologies information systems applications design; issues of quality assurance of IT-projects; issues of designing of information systems applications, the choice of the structure and a set of software components that implement the requirements of the information system; study of modern information systems of various types; methods of scientific research on the theory of design and technology of development of information systems.


A complex examination in the module, including:Management of IT-projects quality / Modeling of information systems – oral quiz.

Technical/multimedia equipment: Interactive smart board, multimedia complex, computer class.Literature: 1. Gvozdeva T.V. Proektirovanie informacionnyh sistem:

ucheb. posobie / T.V. Gvozdeva, B.A. Ballod. – Rostov n/D: Feniks, 2009. –508 s.2. Grekul V.I., Denishchenko G.N., Korovkina N.L. Proektirovanie informacionnyh sistem. Kurs lekcij. Uchebnoe posobie. Internet-Universitet Informacionnyh tekhnologij. M., 2008. -299 s.3. Buch G., Dzhekobson I., Rambo Dzh. UML: Rukovodstvo pol'zovatelya / Per. s angl. - M.: DMK, 2010.4. Dubeneckij V.A., Sovetov B.YA. Metody i sredstva avtomatizacii proektirovaniya ASU. - L.: Izd. LEHTI, 2006.5. SHestopal YU.T.: Upravlenie kachestvom. - M.: INFRA-M, 2011.6. I.I. Mazur i dr.; Pod obshch. red. I.I. Mazura, V.D. SHapiro: Upravlenie proektami. - M.: Omega-L, 2009.

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Module title: 12. Modern information system developmentModule elements Elective

Administering in information systems / Infrastructure of information systems

Term of Study: 2Person responsible for the module: Kukharenko E.V.Lecturer: Administering in information systems – Kukharenko E.V.,

Infrastructure of information systems – Kukharenko E.V.Language: RussianCurriculum relation: 6М070300 Information systemsMode of study/ number of hours per week and per term:





Recommended requirements: Module is based on the knowledge received on previous disciplines such as Neuro-computer systems, Information-management systems in Education, Management of data and knowledge in information / Security of computer networks.


Knowledge:modern information systems, models, methods and technologies of design of information systems and business management; methods of analysis and evaluation of the effectiveness of the design, implementation and operation of information systems; system concepts to understand and identify the problems, the basic principles of complex information systems that are compatible with the latest technologies, and have personal experience of adequate treatment of such systems; set-theoretic methods; methods of mathematical logic; discrete structures, as a theoretical and methodological basis of information processes, systems and technologies; basis of the use of information processes, principles of design and implementation of information models, systems and processes; forms of software lifecycle.Skills:the use of a systematic approach in the study, design and development of algorithms of functioning of management information systems in various spheres of the professional activity; to realize information models, systems and processes; the use of modern methods of processing, transformation of information by means of computer communication technologies; application of acquired knowledge in the design of information and management systems in industrial activity, application of modern techniques, styles and tools to develop software products in various fields of professional activity.Competencies:in issues of the design, deployment and administration of information systems.

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in issues of modern technologies in production activities.in the selection of methods, aids and tools of modeling ; in matters of building models and obtaining new knowledge based on their analysis.to solve information processing tasks using modern programming languages means.

Contents: 1. Administering in information systems. The study of methods and models of information system management, functions, procedures and services of various hardware-software platforms of administration; capacity of platforms, tools and systems of administration; methods of administration and control; objects and methods of information systems administration; services of administration and management of information systems configuration; hardware-software platforms of administration.2. Infrastructure of information systems.The notion of the infrastructure of the modern enterprise. the basic principles of design and construction of the infrastructure of information systems, a complex of technologies to build IT-infrastructure of the enterprise management.


A complex examination in the module, including:Administering in information systems / Infrastructure of information systems – oral quiz.

Technical/multimedia equipment: Interactive smart board, multimedia complex, computer class.Literature: 1. Orlov S.A. «Tekhnologiya razrabotki PO» - Spb.: Piter,

2002.2. Petrov V.N. «Informacionnye tekhnologii» - Spb.: Piter, 2006.3. Vendrov A.M. «Praktikum po proektirovaniyu PO ehkonomicheskih IS» - M.: Finansy i statistika, 2006.

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Module title: 13. Experiment-research workModule elements Compulsory

Experiment-research workTerm of Study: 2Person responsible for the module: Shevchuk Е.V.Lecturer: Shevchuk Е.V., Shpak А.V., Kukharenko Е.V., Kolyeva N.S.,

Otinova I.V., Kasimov I.R.Language: RussianCurriculum relation: 6М070300 Information systemsMode of study/ number of hours per week and per term:



Credits: Final attestation: 10 ECTSExamination requirements: To be admitted for the examination the student must have at

least 50 out of 100 points assigned for each discipline of the module

Recommended requirements: Module is based on the knowledge received on previous disciplines such as Organization of Scientific Research and Innovative Activity, Theoretical basis of information processes, Modern tendencies of systems of artificial intelligence.


Knowledge:modern methods of research papers with the compulsory experimental part, processing and interpretation of experimental data with the use of new information technologies.Skills:to integrate the knowledge gained within the various disciplines, to use them for the solution of educational, analytical and managerial tasks in professional activity; broadening and deepening knowledge useful for the everyday professional activity.Competencies:to update knowledge and expand professional skills; conducting scientific projects and research in the professional field; scientific-research activity, scientific tasks solving.

Contents: Experiment-research work. A critical analysis of the problem, the proposed solutions to the problem, the confirmation of the results of research showing their practical applications and perspectives.


Defence of experiment-research work’s report

Technical/multimedia equipment: Interactive smart board, multimedia complex, computer classLiterature: 1. Mahanov M.M., Kalanova SH.M. Osnovy nauchnyh

issledovanij v vuzah, metodika napisaniya nauchnyh i metodicheskih rabot, pravila oformleniya: Uchebnoe posobie,- Taraz: TarGU,1999.-170 s.2. Kuznecov I.N. Nauchnoe issledovanie. Metodika provedeniya i oformleniya- M.:Dashkov i K – 2008, - 460s.

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Module title: 14. Production practiceModule elements Compulsory

Production practiceTerm of Study: 3Person responsible for the module: Shevchuk Е.V.Lecturer: Shevchuk Е.V., Shpak А.V., Kukharenko Е.V., Kolyeva N.S.Language: RussianCurriculum relation: 6М070300 Information systemsMode of study/ number of hours per week and per term:



Credits: Final attestation: 10 ECTSExamination requirements: To be admitted for the examination the student must have at

least 50 out of 100 points assigned for each discipline of the module

Recommended requirements: Module is based on the knowledge received on previous disciplines such as Organization of Scientific Research and Innovative Activity, Theoretical basis of information processes, Modern tendencies of systems of artificial intelligence.


Knowledge: modern methods of research papers with the compulsory experimental part, processing and interpretation of experimental data with the use of new information technologies.Skills:to integrate the knowledge gained within the various disciplines, to use them for the solution of educational, analytical and managerial tasks in professional activity; broadening and deepening knowledge useful for the everyday professional activity.Competencies:to update knowledge and expand professional skills; conducting scientific projects and research in their professional field; broadening and deepening knowledge useful for the everyday professional activity.

Contents: Production practice. The acquisition of knowledge on the practical organization of the enterprise work, its information and research departments; expansion of scientific and technical outlook by studying the used informational technologies, work experience of departments and activities of the information services of the enterprise; the use of modern scientific research works.


Defence of reports on practice

Technical/multimedia equipment: Interactive smart board, multimedia complex, computer classLiterature: 1. Mil'ner B.Z. i dr. Sistemnyj podhod k organizacii

upravleniya. M.: EHkonomika, 2005. – 224 s.2. Vihanskij O.S. Strategicheskoe upravlenie. M.: Izd-vo MGU, 1995. – 296 s.

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3. Skovrenek CH., Sariush-Vol'skij Z. Logistika na predpriyatii. M.: Finansy i statistika, 2006. – 384 s.4. Filippov V.A. Intellektual'nyj analiz dannyh: metody i sredstva M.: URSS, 2008. – 52 s.

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Module title: 15. Experiment-research work 2Module elements Compulsory

Experiment-research workTerm of Study: 3Person responsible for the module: Shevchuk Е.V.Lecturer: Shevchuk Е.V., Shpak А.V., Kukharenko Е.V., Kolyeva N.S.,




Credits: Final attestation: 6 ECTSExamination requirements: Completing all of the educational programRecommended requirements: Module is based on the knowledge received on previous

disciplines such as Organization of Scientific Research and Innovative Activity, Theoretical basis of information processes, Modern tendencies of systems of artificial intelligence.


Knowledge:modern methods, tools and technologies of the scientific-research and project activity; design technology of the educational process at the level of higher education.Skills:to integrate the knowledge gained within the various disciplines, to use them for the solution of analytical and managerial tasks in new unfamiliar conditions; broadening and deepening the knowledge necessary for daily professional activity.Competencies:to update knowledge and expand professional skills; to conduct scientific projects and research in their professional field; scientific-research activities, scientific tasks solution.

Contents: Experiment-research work. A critical analysis of the problem, the proposed solutions to the problem, the confirmation of the results of research showing their practical applications and perspectives.


Defence of experiment-research work’s report

Technical/multimedia equipment: Interactive smart board, multimedia complex, computer classLiterature: 1. Mahanov M.M., Kalanova SH.M. Osnovy nauchnyh

issledovanij v vuzah, metodika napisaniya nauchnyh i metodicheskih rabot, pravila oformleniya: Uchebnoe posobie,- Taraz: TarGU,1999.-170 s.2. Arhangel'skij SI. Uchebnyj process v vysshej shkole, ego zakonomernye osnovy i metody -M., 2004-102s.3. Kuznecov I.N. Nauchnoe issledovanie. Metodika provedeniya i oformleniya- M.: Dashkov i K – 2008, - 460 s.

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Module title: 16. Final attestationModule elements Compulsory

Complex examDefence of a thesis

Term of Study: 4Person responsible for the module: Shevchuk Е.V.Lecturer: Shevchuk Е.V., Shpak А.V., Kukharenko Е.V., Kolyeva N.S.,




Credits: Final attestation: 14 ECTSExamination requirements: Completing all of the educational program and writing master

thesisRecommended requirements: Module is based on the knowledge received in studying all

modules of the master's program..Objectives of modules / Intended learning outcomes:

Knowledge:modern methods, tools and technologies of the scientific-research and project activity; design technology of the educational process at the level of higher education.Skills:to integrate the knowledge gained within the various disciplines, to use them for the solution of analytical and managerial tasks in new unfamiliar conditions; to summarize the results of the analytical work as a master's thesis, article, report, analytical note and others.Competencies:to update knowledge and expand professional skills; conducting scientific projects and research in their professional field.

Contents: A critical analysis of the problem, the proposed solutions to the problem, the confirmation of the results of research showing their practical applications and perspectives.


Defence of a thesis, state exam on the specialty

Technical/multimedia equipment: Interactive smart board, multimedia complex, computer classLiterature: 1. Sovetov B.YA., YAkovlev S.A. Modelirovanie sistem. 3-e

izd. Pererab. i dop. – M.: Vyssh. shk., 2001. – 343 s.2. Osnovy modelirovaniya. Lab.praktikum / Sost. V.V. Dronov; NovGU im.YAroslava Mudrogo– Velikij Novgorod, 2006.3. Komp'yuternoe modelirovanie. Lab.praktikum / Sost. V.V. Dronov; NovGU im.YAroslava Mudrogo– Velikij4. Proektirovanie ehkonomicheskih informacionnyh sistem //pod. red. Smirnovoj G.N. – Finansy i statistika, 2001-440s.5. Vendrov A.M. Proektirovanie programmnogo obespecheniya ehkonomicheskih informacionnyh sistem M:

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«Finansy i statistika», 20006. Proektirovanie informacionnyh sistem M: «Komp'yuterPress», №9, 20017. Kozlenko L. Proektirovanie informacionnyh sistem.8. Clegg, Dai and Richard Barker Case Method Fast-track: A RAD Approach Adison-Wesley, 1994.9. Maklakov S.V. Sozdanie informacionnyh sistem s AllFusion Modelling Suite M.: Dialog-MIFI, 200310. Upravlenie proektami: standarty, metody, opyt / Tovb A.S., Cipes G.L. M.: ZAO Olimp-Biznes, 2003. — 239 s.11. Upravlenie proektami: Tolkovyj anglo-rus. slov.-sprav. /12. SHapiro V.D., Ol'derogge N.G., YUrkevich A.A.; Pod red. V.D.SHapiro. M.: Vyssh. shk., 2000. — 379 s.13.Upravlenie proektami: Ucheb.posobie / SHefov A.A. Vladimir, 2000.

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