Workshop on Writing of Scientific Publications, Conference Proceedings and Presentation of Scientific Reports

Major: Computer Sciences
Code of subject: 7.122.00.O.29
Credits: 4.50
Department: Automated Control Systems
Semester: 4 семестр
Mode of study: денна

Workshop on Writing of Scientific Publications, Conference Proceedings and Presentation of Scientific Reports

Major: Computer Sciences
Code of subject: 7.122.00.O.30
Credits: 4.50
Department: Computer-Aided Design
Semester: 4 семестр
Mode of study: денна

Workshop on Writing of Scientific Publications, Conference Proceedings and Presentation of Scientific Reports

Major: Computer Sciences
Code of subject: 7.122.00.O.31
Credits: 4.50
Department: Artificial Intelligence Systems
Lecturer: Vovk O.
Semester: 4 семестр
Mode of study: денна
Learning outcomes: a) to know: • the history and methodology of scientific research; • laws and forms of cognition; • Features of environmental sites and principles of information collection; • substantive statement of the computer simulation problem; • principles for building models of environmental processes; • data processing and analysis methods; • methodological bases of mathematical forecasting; • criteria for assessing the adequacy of models. b) be able to: • organize theoretical and experimental studies; • Have research and processing and presentation methods; • be able to identify key and secondary indicators of environmental information; • organize research work; • implement research findings.
Required prior and related subjects: machine learning
Summary of the subject: Laws and forms of knowledge. System approach. There is a problem. Research concept and methods. Investigating relationships and causation. Classification of scientific concepts. Researcher's error in the process of cognition. Concept of research methodology and presentation of patterns. Systematicity in scientific knowledge. Signs and principles of system definition. Classification of systems. Methodological basis of systematic research. Fundamentals of mathematical systems theory. System approach and system analysis. Scientific research. The main stages of the development of science. Classification of Sciences. Science as a social institute. Methodology of science. Science. Features of scientific creativity, some laws and trends of science. Research methodology. Formulation of the topic, purpose and objectives of scientific research. Methodology for experimental studies. Methodology of theoretical research. Principles of information gathering. Basic features of computer networks and data channels. Features of data transfer protocols. National and international standards for data transmission. Features of databases and repositories. The concept of statistical observation. Calculation of sample size. Requirements for the statistical observation system. Research methods. Organization of research work. Comparison and measurement. Induction and deduction. Analysis and synthesis. Scientific ideas and hypotheses. Abstraction and generalization. Analogy and metaphor. Similarity. Power complexes. Scales and scale equations. Conformity. Similarity criteria. Accuracy concepts and approximate calculations. The main stages and sequence of research. Sharing the results. Methods of data processing and analysis Descriptive statistics. An empirical distribution function. Statistical testing of hypotheses. Detection of anomalous observations and omissions. Construction and analysis of time series. The least squares method. Special methods of data processing. Analysis of variance, correlation and cluster analysis. Factor analysis. Methods of data smoothing. Spectral analysis. Alignment and data normalization. Methodical bases of mathematical modeling. Real object and model. Types and classification of models. Model adequacy criteria. Computer simulation. Simulation software. Simulation of random variables and processes. Continuous, discrete and continuous discrete models. Simulation modeling. Principles of construction of imitation models. Elements of theory and approximation of distributions. Modeling technology. Typical imitation models. Design and presentation of research results. Design in the form of a report, report, article. Requirements for scientific manuscript. General plan of presentation of the results of the scientific work: title, content, preface, introduction, literature review, presentation of basic material, discussion, conclusions, appendices. Oral presentation of the results of scientific work. Preparation of the report. Presentation and illustrations. Implementation of research results. Pilot and batch implementation. Stages of implementation of research works. Efficiency and evaluation criteria of scientific work. The concept of annual economic effect. Assessment of the effectiveness of the scientist and scientific team.
Assessment methods and criteria: 50 - labs 50 - exam
Recommended books: 1. Кузнецов И. Н. Научное исследование: Методика проведения и оформление / Кузнецов И. Н.— 2-е изд., перераб. и доп. — М.: Издательско-торговая корпорация Дашков и К°, 2006. — 460 с. 2. Нинбург Е. А. Технология научного исследования. Методические рекомендации / Нинбург Е. А. – М., 2006. – 28 с. 3. Страусе А. Основы качественного исследования: обоснованная теория, процедуры и техники / Пер. с англ. и послесловие Т. С. Васильевой; Страусе А., Корбин Дж. — М.: Эдиториал УРСС, 2001. - 256 с. 4. Основы научных исследований: Учеб. пособие / Под ред. А.А. Лудченко. — 2-е изд., стер. — К.: О-во "Знания", КОО, 2001. — 113 с. 5. Шотин А.Б. Автоматизированная система научных исследований для системы управления аппаратами периодического действия / Шотин А.Б., Зубов Д.В. // Интернет-журнал "Технологии техносферной безопасности". - Режим доступу: http://ipb.mos.ru/ttb