Dmitry Ilin

Dmitry Ilin
Moscow State Institute of Radio Engineering, Electronics and Automation

13.63
 · 
Master of Science

About

48
Publications
6,726
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71
Citations
Introduction
Received B.S. in software engineering from the Moscow State University of Instrument Engineering and Computer Science in 2014, M.S. in software engineering from the Moscow Technological University in 2016. Was working as the Head of Data Mining Department for the Moscow Technological Institute from 2016 to 2018. Two years later continued career as Chief Analyst for Russian Academy of Education.

Publications

Publications (48)
Article
Full-text available
Predictive learning services perform aggregation and homogenization of open data from public sources, in particular from the online recruitment agencies. However, the sample of vacancies may contain various percentage of noise due to the frequent occurrence of homonyms. This article will consider two approaches of noise reduction: the first one is...
Article
Full-text available
The study raises the issue of the need to verify the adequacy of the skills forming the educational program to the current realities. The initial data consists of a sample of 20 skills divided into 5 groups. The common methods of evaluating study programs are considered and the presence of a human factor is noted. The authors proposed to evaluate t...
Article
Full-text available
This paper considers the design and development of a web-based platform for conducting psychological online research. As a result, a scalable multicomponent platform architecture is formed, implying the separation into a public and private Intranet parts. To organize communication between components, it is intended to use the REST API. The basic un...
Article
Full-text available
A web platform for psychological research needs a single format of questionnaire tests to ensure interaction between its components. The study proposes a general test structure, variant questions, variations in response types, and an embedded domain-specific language for computations. The use of JSON is proposed and justified to store the hierarchi...
Article
Full-text available
The paper presents the swarm intelligence approach to the selection of a set of software components based on computational experiments simulating the desired operating conditions of the software system being developed. A mathematical model is constructed, aimed at the effective selection of components from the available alternative options using th...
Article
The popularity of web applications and platforms for collecting big data has set the goal of efficient data storage. NoSQL databases have become widely used for data storage and scaling. However, there are also a number of problems associated with the choice of efficient data storage and data schemes. The solution of these problems requires an unde...
Article
Full-text available
The paper shows an experimental approach to the selection of a set of software components based on computational experiments simulating the desired operating conditions of the software system being developed. A mathematical model is constructed, aimed at an effective selection of components from the available alternative options. The model and proc...
Article
Full-text available
The paper presents an analysis of the effectiveness of two NoSQL database schemas for saving a stream of semi-structured data with specified characteristics. A framework based on virtual machines was prepared for the experimental research. It simulates the operation of the web service with a classic three-tier architecture for collecting data. The...
Article
Full-text available
Web-surveys have their own characteristics, including the need to consider various platforms and browsers, as well as different data transfer rate over networks in regions and territories of the country. Ensuring guaranteed data delivery under these conditions should determine the right choice of technologies for implementing web surveys. A solutio...
Article
The paper presents a software design methodology based on computational experiments for effective selection of software component set. The selection of components is performed with respect to the numerical quality criteria evaluated in the reproducible experiments with various sets of components in the virtual infrastructure simulating the operatin...
Article
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The paper presents result of the development of the open digital platform (DigitalPsyTools.ru), which provides support for conducting the large-scale psychological research. Development of the dedicated information and data analysis instrument has a goal to consolidate the efforts of the professional interdisciplinary specialists in the area of psy...
Article
Full-text available
Web-surveys are a popular form of collecting primary data from various studies. However, mass regional polls have their own characteristics, including the following: it is necessary to take into account various platforms and browsers, as well as the speed of networks, if rural areas remote from large centers are involved in the polls. Ensuring guar...
Article
The article presents a methodology for evaluating the effectiveness of a set of software components based on computational experiments that are reproduced under the control of a genetic algorithm. To represent the sets of components in the form of natural genotypes, the encoding mapping is introduced, reverse mapping is used to decipher the genotyp...
Article
Full-text available
В статье представлена методика оценки эффективности набора компонентов программного обеспечения на основе вычислительных экспериментов, воспроизводимых под управлением генетического алгоритма. Для представления наборов компонентов в виде натуральных генотипов вводится отображение кодирования. Обратное отображение используется для дешифровки генотип...
Book
Full-text available
Учебное пособие предназначено для оказания помощи студентам 4 курса, обучающимся по направлению 09.03.02 Информационные системы и технологии, профиль «Технологии разработки безопасного программного обеспечения информационных систем» при изучении дисциплины «Облачные технологии». Данное пособие направлено на формирование у студентов знаний по данно...
Article
В статье представлены результаты разработки открытой цифровой платформы (DigitalPsyTools.ru), предназначенной для масштабных психологических исследований. Создание специализированного информационно-аналитического инструментария направлено на консолидацию на единой платформе усилий специалистов в области междисциплинарных психологических исследовани...
Article
Full-text available
At every software design stage nowadays, there is an acute need to solve the problem of effective choice of development technologies, data exchange formats, virtual environment systems, characteristics of virtual machines. Due to the spread of various kinds of devices and the popularity of Web platforms, lots of systems are developed for a specific...
Preprint
Full-text available
The choice of the tools and programming technologies for information systems creation is relevant. For every projected system, it is necessary to define a number of criteria for development environment, used libraries and technologies. The paper describes the choice of technological solutions using the example of the developed web-based platform of...
Article
Full-text available
According to many studies, professional social networks are not widespread in the health care environment, especially doctors. The article is devoted to two advanced digital tools that can attract the image and increase motivation for professional social networks. The first tool is the inclusion of e-learning, both to increase the level of knowledg...
Article
Full-text available
Для распределенной разработки программных систем широко применяются виртуальные рабочие окружения, которые позволяют использовать технологии виртуализации для создания модели создаваемого проекта и автоматизации процессов синхронизации и интеграции компонентов. Виртуальное рабочее окружение позволяет избежать различий между локальными рабочими окру...
Conference Paper
Full-text available
Для больших распределенных информационных платформ, характеризующихся несколькими уровнями обмена данных, часто требуется разработка внутренних стандартов описания представления данных. Доклад посвящен решению задачи создания внутриплатформенного стандарта алгоритмического описания опросов респондентов в Цифровой платформе психологических исследова...
Patent
Full-text available
Программа предназначена для обработки файлов психологических тестов в заданном формате и тем самым обеспечивает идентичную интерпретацию тестов и результатов их прохождения в различных клиентских приложениях цифровой психологической платформы. Программа обеспечивает выполнение следующих функций: валидацию слабоструктурированных данных в формате JSO...
Patent
Full-text available
Программа предназначена для обработки запросов клиентских приложений цифровой психологической платформы, осуществляемых посредством REST API и может применяться как ядро информационно-аналитической системы. Программа обеспечивает выполнение следующих функций: автоматическую генерацию REST API для взаимодействия с клиентскими приложениями цифровой п...
Article
Full-text available
Согласно многим исследованиям, профессиональные социальные сети не получили широкого распространения в среде специалистов по охране здоровья. Специализированные профессиональные интернет-ресурсы имеют отличия от широко используемых для общения социальных сетей. С одной стороны, профессиональные социальные сети для области здравоохранения создаются...
Article
According to many studies, professional social networks are not widespread in the health care environment, especially doctors. The article is devoted to two advanced digital tools that can attract the image and increase motivation for professional social networks. The first tool is the inclusion of e-lending, both to increase the level of knowledge...
Chapter
Full-text available
This paper considers the design and development of a web-based platform for conducting psychological online research. As a result, a scalable multicomponent platform architecture is formed, implying the separation into a public and private Intranet parts. To organize communication between components , it is intended to use the REST API. The basic u...
Article
Full-text available
The choice of the tools and programming technologies for information systems creation is relevant. For every projected system, it is necessary to define a number of criterions for development environment, used libraries and technologies. The paper describes the choice of technological solutions of the example of the developed web-based platform of...
Article
Full-text available
Выбор инструментов и средств и технологий программирования для создания информационных систем представляет собой актуальное направление. Для каждой проектируемой системы необходимо определить набор критериев, предъявляемым к среде разработки, используемым библиотекам и технологиям. В статье рассматривается выбор технологических решений на примере р...
Article
The paper studies the possibility of Big Five technique implementation using questionnaires standard for the web-based platform. It is noted that the use of online tools for research in the field of psychology is becoming more relevant. Therefore, an experiment was set up. In this experiment, the technique was described in the JSON format for the u...
Conference Paper
Full-text available
Исследования в сфере образования становятся междисциплинарными и всё чаще используются подходы и методы целого ряд других наук. Популяционные исследования позволяют дать адекватную оценку индивидуально-психологических и возрастных особенностей современных школьников в разные периоды обучения. Они являются основой для определения современных возраст...
Article
Full-text available
20 навыков, разде-ленных на 5 групп. Проведен анализ этих навыков с использованием данных о патентной активности и состоянии рынка труда. Для этого за-действован сервис прогнозного обучения, в котором были внесены дора-ботки в соответствии с требованиями исследования. Результаты показы-вают, что существует высокий уровень корреляции между патентной...
Technical Report
Full-text available
Объект исследования. Использование упоминаний технологий в патентах в патентных базах, данные о профессиональных навыках в вакансиях в запросах работодателей, методы анализа текстовой информации в больших данных. Предмет исследования. Актуальные навыки и технологии в области информационных технологий. Цель исследования: актуализация информационных...
Article
Full-text available
The study examines the design and development of a web-based platform for conducting online psychological research. The authors substantiated the need for the development of a platform and described advantages over the pen-and-paper approach, both with respect to data collection and subsequent processing. The necessity of using NoSQL solutions for...
Conference Paper
Full-text available
In the high-tech and intensively developing sectors of the economy, including the IT industry, the composition of the professional skills and competencies necessary for successful work of specialists is rapidly changing. This is due to the dynamics of the composition and capabilities of key and applied technologies. Experts working in the IT indust...
Conference Paper
Full-text available
В работе представлены результаты формирования программных инструментов для хранения тестов в разрабатываемой открытой веб-платформе психологических исследований. Платформа состоит из множества компонентов, для интеграции которых требуется формирование унифицированных стандартов обмена и хранения данных.
Article
Full-text available
In the high-tech and actively developing sectors of the economy, including the IT industry, the composition of the professional skills and competencies necessary for successful work of employees is rapidly changing. It is connected with quick changes in the composition / capabilities of key and applied technologies. Operating systems, data storage...
Article
Full-text available
Professional social networking sites are widely used as a tool for obtaining specific information such as technology trends and professional skills demand. The article is aimed to consider the evolution of services for professional communities through integration of analysis of the patent activity, analysis of the academic research activity and ana...
Article
Full-text available
Speaking of training, in most cases it comes to the e-learning systems, and how to present the material. However, from the perspective of the authors, not less important is the question: “What to teach?” In order to form an objective idea of the needs of the market the internet service has been developed, development options of which will be consid...
Article
Full-text available
This article is devoted to contemporary methods of risk management under the conditions of crisis on financial markets. The article deals with developing the new approaches to studying finance and financial markets. It outlays new methods to compare fundamental events and their technical interpretation shown on quotation charts. It also introduces...
Technical Report
Full-text available
Объектом исследования являются интеллектуальные системы, методы и средства построения программно-математических комплексов для анализа актуальных компетенций. Предметом исследования является процесс построения интеллектуальных средств, ориентированных на выявление наиболее актуальных компетенций. Цель работы: выработка методики построения интеллект...
Article
Full-text available
This article discusses suitability of CloudStack platform for different configurations. In this paper we review cases of platform usage in commercial and non-commercial organizations. We summarized CloudStack out of the box functionality and rated functionality extension possibility based on public information resources. Also, we estimated possible...
Article
Full-text available
Speaking of training, in most cases it comes to the e-learning systems, and how to present the material. However, from the perspective of the authors, not less important is the question: “What to teach?” In order to form an objective idea of the needs of the market the internet service has been developed, development options of which will be consid...
Conference Paper
Full-text available
At the present time the technology market is constantly growing, new technologies emerge every day so it makes it hard to track all of them and evaluate their potential. As the retraining process takes significant time, the acute need to change the staff training approach from reactive to proactive arises. There are services for monitoring and mode...
Article
Full-text available
At the present time the technology market is constantly growing, new technologies emerge every day so it makes it hard to track all of them and evaluate their potential. Therefore, it is difficult to decide if they are promising enough to be learned and integrated into a professional education system. It is necessary to take into account that the g...
Article
Full-text available
The article discusses the options for implementing problem-oriented-translation media for artificial game opponent behavior modeling in the computer game applications. Existing software solutions have been reviewed and analyzed according to the topic. Solution requirements have been formed based on the analysis results, as well as target audience h...

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