| Vol-2830 urn:nbn:de:0074-2830-9 Copyright © 2021 for the individual papers by the papers' authors. Copyright © 2021 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# IT&MM 2020
Information Technologies and Mathematical Methods in Economics and Management

### Proceedings of the 10th International Scientific and Practical Conference named after A. I. Kitov "Information Technologies and Mathematical Methods in Economics and Management (IT&MM-2020)"

### Moscow, Russia, October 15-16, 2020

Edited by

### Olga Kitova *
Ludmila Dyakonova *

* Plekhanov Russian University of Economics, Academic Department of Informatics, Stremyanny lane 36, 117997 Moscow, Russia

## Table of Contents

- Preface
  Summary: There were 89 papers submitted for peer-review to this event. Out of these, 29 papers were accepted for this volume.
- Committees

### Mathematical Methods of the Economic Information Analysis and Management of Social and Economic Processes

- Improvement Estimation Accuracy of Futures for Small Business Effective Functional Development 1-15
  Tatiana Ivanova, Ashot Vardanyan
- Patent-Based Import Substitution Analysis with Additively Regularized Topic Models 16-27
  Maria Milkova
- Evaluation of the Financial Management Strategy Pursued by the Recreation Companies 28-40
  Irina Pavlenko, Igor Bukreev
- The Crowdfunding: Financial Flows and Risks 41-51
  Lev Petrov, Ellina Emelyanova
- Methods of Justification of Effective Demographic Policy 52-62
  Nikolay Tikhomirov, Tatiana Tikhomirova
- Comparative Estimates of Human Potential Taking into Consideration the Risks of Social Inequality 63-76
  Tatiana Tikhomirova, Ani Sukiasyan
- Modelling and Forecasting the Net Income Dynamics 77-94
  Tatiana Chinaeva, Elena Larionova, Viktoriya Narbut

### Digital Economy Concepts and Technologies

- What Can the Covid-19 Pandemic Change in the Global Insurance Business? Identification of the Major Challenges 95-109
  Alina Klonowska, Grzegorz Strupczewski
- Cardiovascular Health Analysis System Using Machine Learning Model 110-121
  Tatiana Afanasieva, Pavel Platov
- Research and Analysis of Breast X-Rays Based on Intelligent Technologies 122-136
  Rimma Tomakova, Ilia Egorov, Aleksandra Brezhneva
- Overview of Wireless Connection Security Standards in Company's Digital Infrastructure and Their Weaknesses 137-149
  Roman Veynberg, Oleg Litvishko, Dmitry Pisarev
- Predicting the Matches Entertainment on the Example of the Russian Premier League Using Machine Learning Methods and Predictions Application for Sports Broadcasts Organization 150-163
  Sergey Gorshkov, Anastasia Chernysheva, Ilya Ivanov
- Methods for Automatic Sentiment Detection 164-174
  Anatoly Gurin
- SN-Engine, Geometric Modelling Environment for Virtual World Design and Perception 175-190
  Timur Zhukov
- Image Foreground Extraction and Its Application to Neural Style Transfer 191-200
  Victor Kitov, Lubov Ponomareva
- Application of Neural Network Technologies in the Analytical System "SHM Horizon" 201-214
  Olga Kitova, Ludmila Dyakonova, Vladimir Kitov, Victoria Savinova
- Evaluation of Data and Simulation Modeling in the Implementation of the Smart City Concept for the Economies of Municipalities 215-226
  Olga Komarevtseva
- Speech Analytics Architecture for Banking Contact Centers 227-239
  Dmitry Litvinov
- On One Model of Information Distribution in a Spatially Distributed Environment 240-248
  Andrey Nesterov, Alexander Zaborskiy
- The Current State of the Problem on the Placement of LSI Elements 249-260
  Boris Chernikov, Arina Mozhzhukhina, Elena Chernikova

### Digital Education. ICT in Education and Economics

- Technology Acceptance Model for MOOC Elements Perception Analizing 261-273
  Vera Gerasimova, Yulia Romanova, Marina Melamud
- Personnel Typologization and Barriers to Innovative Activity in the Course of Introducing Digital Technologies (by the Example of Healthcare Sector) 274-286
  Irina Rudaleva, Irina Kabasheva, Elizaveta Balashova, Alfir Khisamutdinov
- Methods of Analysis, Visualization, Forecast of Financial, Economic and Marketing Data by Means of Integration of Google Technologies and GitHub 287-301
  Vasily Yavorskiy

### History of IT Creation and Using in Management and Economy

- Automated Systems of Ecological Monitoring as an Effective Factor of Sustainable Development 302-313
  Angelina Kalenchuk-Porkhanova, Vadim Tulchinsky
- Best Chebyshev Approximation for Compression of Big Information Arrays 314-326
  Angelina Kalenchuk-Porkhanova
- Improving Business Processes Efficiency and Quality by Using BPMS 327-336
  Igor Fiodorov, Alexander Sotnikov, Yury Telnov, Nixon Muganda Ochara

### Engineering of the enterprises on the basis of the modern ICT

- Automata Under Effective Observation 337-359
  Alexandr Babash
- Prediction of the Rating of the University Using Hybrid Cognitive Maps and Selective Dendritic Networks of Neurons 360-373
  Mikhail Mazurov, Andrey Mikryukov
- Cognitive Modeling of University Activity as a Poorly Structured System 374-388
  Andrey Mikryukov, Mikhail Mazurov, Dmitry Korneev, Vasilii Trembach, Davyd Rylenkov

2021-03-13: submitted by Elena Zubareva, metadata incl. bibliographic data published under Creative Commons CC0
2021-03-21: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|