Кто читает:: Кафедра информационных технологий в бизнесе (Пермь) (Факультет социально-экономических и компьютерных наук)

Статус:: Курс обязательный

Когда читается:: 3-й курс, 1-4 модуль

Преподаватели

Замятина Елена Борисовна

Лядова Людмила Николаевна

Full Syllabus

Abstract

The objectives of the discipline are determined by the educational standard, focused on obtaining theoretical knowledge and practical skills, competencies in the analysis and modeling of processes and systems that allow the graduate to successfully work in the field of designing the architecture of the enterprise, strategic development planning, organization of life cycle processes of information systems (IS) and information and communication technologies (ICT) enterprise management, analytical support of decision-making processes in the management of the enterprise. The graduate should possess universal and professional competences promoting his social mobility and stability in the labor market.

Learning Objectives

Search, collection, processing, analysis and systematization of information in economy, management and ICT.
Survey of activities and IT infrastructure of enterprises.

Expected Learning Outcomes

Modeling of processes and systems with use of various methodological approaches at the decision of professional problems of survey of activity and an IT infrastructure of the enterprises, at designing of information systems. Is able to build formal models of business processes in notations BPMN, EPC. Has skills of analysis of subject areas and construction of ontological models.
Gains insight into the use of process models and probabilistic model systems (SPM) for formal description and analysis. It is able to use graphical models for formal description and analysis of processes and systems (Petri nets:).
Has an idea of possibilities of means of automation of construction and analysis of models of business processes at survey of activity and an IT infrastructure of the enterprises Has an idea of possibilities of the various tool means applied at IS working out with use of visual models (graphic notations)
Has an idea of the simulation modeling method and its application in solving professional problems. Can develop simulation models using existing simulation tools. Is able to plan simulation experiments and interpret their results Has an understanding of the possibilities of modern simulation systems and trends in the development of simulation methods

Course Contents

Section 1: Modeling in the lifecycle of information systems
Theme 1: Structural and object-oriented approaches to process and system modeling. Theme 2: Modelling of business processes. Theme 3: Subject-oriented modeling. Theme 4: Ontology: modeling of subject areas.
Section 2: Mathematical modelling and analysis of processes and systems
Theme 5: Mass-service systems. Theme 6: Petri nets.
Section 3: Process and system model development and analysis tools
Theme 7: Automation tools for building formal models. Theme 8: Tools based on modeling.
Section 4: Simulation modeling of processes and systems
Theme 9: Simulation modeling method: basic concepts and features of the method application. Theme 10. General characteristics and classification of simulation systems. Theme 11. Statistical bases of simulation modeling. Theme 12. Modern simulation systems

Assessment Elements

Laboratory work: model development
Homework (self-study): Subject-oriented modeling
Homework (self-study)
Laboratory work: Analytical modeling of processes and systems
Abstract (independent work)
Laboratory work: Studying the capabilities of the GPSS simulation system
Homework (independent work): Study of the possibilities of the simulation system
Abstract (self-study): analytical review of simulation tools
Exam (module 1,2)
Exam (module 3,4)
оценка за экзамен выставляется как средняя величина от накопленных оценок.

Interim Assessment

Interim assessment (2 module)
0.1 * Abstract (independent work) + 0.4 * Exam (module 1,2) + 0.1 * Homework (self-study) + 0.1 * Homework (self-study): Subject-oriented modeling + 0.1 * Laboratory work: Analytical modeling of processes and systems + 0.2 * Laboratory work: model development
Interim assessment (4 module)
0.2 * Abstract (self-study): analytical review of simulation tools + 0.4 * Exam (module 3,4) + 0.2 * Homework (independent work): Study of the possibilities of the simulation system + 0.2 * Laboratory work: Studying the capabilities of the GPSS simulation system

Bibliography

Recommended Core Bibliography

Боев В. Д. - ИМИТАЦИОННОЕ МОДЕЛИРОВАНИЕ СИСТЕМ. Учебное пособие для прикладного бакалавриата - М.:Издательство Юрайт - 2019 - 253с. - ISBN: 978-5-534-04734-9 - Текст электронный // ЭБС ЮРАЙТ - URL: https://urait.ru/book/imitacionnoe-modelirovanie-sistem-438785
Под ред. Мхитаряна В.С. - АНАЛИЗ ДАННЫХ. Учебник для академического бакалавриата - М.:Издательство Юрайт - 2019 - 490с. - ISBN: 978-5-534-00616-2 - Текст электронный // ЭБС ЮРАЙТ - URL: https://urait.ru/book/analiz-dannyh-432178
Черткова Е. А. - ПРОГРАММНАЯ ИНЖЕНЕРИЯ. ВИЗУАЛЬНОЕ МОДЕЛИРОВАНИЕ ПРОГРАММНЫХ СИСТЕМ 2-е изд., испр. и доп. Учебник для академического бакалавриата - М.:Издательство Юрайт - 2019 - 147с. - ISBN: 978-5-534-09172-4 - Текст электронный // ЭБС ЮРАЙТ - URL: https://urait.ru/book/programmnaya-inzheneriya-vizualnoe-modelirovanie-programmnyh-sistem-437536

Recommended Additional Bibliography

Моделирование и виртуальное прототипирование: Учебное пособие / И.И. Косенко, Л.В. Кузнецова, А.В. Николаев. - М.: Альфа-М: ИНФРА-М, 2012. - 176 с.: 60x90 1/16. - (Технологический сервис). (переплет) ISBN 978-5-98281-280-3 - Режим доступа: http://znanium.com/catalog/product/254463
Моделирование систем и процессов: Учебное пособие / Н.Г. Чикуров. - М.: ИЦ РИОР: НИЦ Инфра-М, 2013. - 398 с.:- (Высшее образование: Бакалавриат). - Режим доступа: http://znanium.com/catalog/product/392652
Моделирование экономических систем и процессов: Учебное пособие / М.П. Власов, П.Д. Шимко. - М.: НИЦ ИНФРА-М, 2013. - 336 с.: 60x90 1/16. - (Высшее образование: Бакалавриат). (переплет) ISBN 978-5-16-005560-2 - Режим доступа: http://znanium.com/catalog/product/344989

Бакалаврская программа «Бизнес-информатика»

Modeling of Processes and Systems

Автор программы