Comprehensible Science : ICCS 2021 / edited by Tatiana Antipova.

Format:

Book

Contributor:

Antipova, T. V. (Tatʹi͡ana V.), editor.

Series:

Lecture Notes in Networks and Systems, 2367-3389 ; 315

Language:

English

Subjects (All):

Computational intelligence.

Engineering mathematics.

Engineering--Data processing.

Engineering.

Computational Intelligence.

Mathematical and Computational Engineering Applications.

Local Subjects:

Computational Intelligence.

Mathematical and Computational Engineering Applications.

Physical Description:

1 online resource (486 pages)

Edition:

1st ed. 2022.

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2022.

Summary:

This book gathers selected papers that were submitted to the 2021 International Conference on Comprehensible Science (ICCS 2021) that aims to make available the discussion and the publication of papers on all aspects of single and multi-disciplinary research on conference topics. ICCS 2021 held on June 18–19, 2021. An important characteristic feature of conference is the short publication time and worldwide distribution. Written by respected researchers, the book covers a range of innovative topics related to: artificial intelligence research; big data and data mining; blockchain and cryptocurrency; business, finance and accounting and statistics; cyber security systems; ecology systems; educational technologies; engineering and technology; innovative economics; media technologies; medicine, public health and rehabilitation; nutrition and diet researches; physical and material sciences; and smart cities and contracts. This book may be used for private and professional non-commercial research and classroom use (e.g., sharing the contribution by mail or in hard copy form with research colleagues for their professional non-commercial research and classroom use); for use in presentations or handouts for any level students, researchers, etc.; and for the further development of authors’ scientific career (e.g., by citing and attaching contributions to job or grant application).

Contents:

Intro

Preface

Contents

Artificial Intelligence Research

Methods of Neural Network Modeling of Clusterization of Taxpayers to Determine Credit Risk by a Financial Regulator

1 Introduction

2 Data and Methodology

2.1 Methodology for the Formation of a Set of Factors and a Generalized Indicator in the Clustering Problem

2.2 Classical Bankruptcy Prediction Models

3 Study Result

3.1 Economic and Mathematical Modeling Concept

4 Conclusions

References

Machine Learning Approach on Burnout - The Case of Principals from Southern Israel

2 Literature Review

3 Materials and Methods

4 Machine Learning in Burnout Estimation

5 Results and Conclusions

Big Data and Data Mining

A Data Mining Analysis of Cross-Regional Study of Apparel Consumption

2.1 Cross-National Studies and Demographic Factors

2.2 Cue Utilization Theory

2.3 Consumer Innovativeness

2.4 Fashion Information Sources

3 Research Method

4 Data Analysis and Findings

4.1 Association Analysis

4.2 Frequent Item Sets

4.3 Generate Strong Association Role

5 Conclusion and Limitations

Blockchain and Cryptocurrency

Portfolio Optimization with Investment in Cryptocurrencies

3 Methodology

4 Empirical Data and Analysis

5 Results and Discussion

6 Conclusion

Modeling the Dynamics of the Value of Digital Financial Assets Using the Example of Bitcoin, Ethereum and Ripple

3 Choosing a Predictive Model

4 Forecasting the Value of Cryptocurrencies

5 Conclusion

Business, Finance and Accounting and Statistics

Insights from Some Governments' Budget Functional Expenditures for the Fifteen Years: 2005-2019.

1 Introduction

2 Materials and Methodology

3 Theoretical Background of COFOG

4 Analysis of G20 GFSY 2005-2019

5 Conclusions

Why Do German Car Manufacturers Get Engaged in Mobility Concepts?

2.1 Socio-economic and Technological Megatrends in the Mobility Industry

2.2 Mobility Landscape

2.3 Mobility Concepts

3.1 Data Collection

3.2 Data Analysis

4 Results

4.1 Impact of 4 Technological Megatrends

4.2 The Role of the Car in Germany

4.3 Main Mobility Concepts

4.4 Reasons for OEMs' Engagement in Car Sharing

4.5 Problems Solved by Car Sharing

4.6 Evaluation of the Engagement

5 Discussion

Classification of Factors Affecting the Development of Rural Areas

2 Materials and Methods

3 Results

4 Discussion

Russian Economic Policy in the Late 17th - Early 18th Centuries: The Case of the Tobacco Monopoly

2 Methodological Framework and Structure

3 Economic Policy of Peter the Great

4 Development of State Regulation of Tobacco Sales in Russia During the Reign of Peter I

5 Association of the Wine and Tobacco Monopoly

6 Reform of Administration and the Tobacco Monopoly

7 Conclusion

Digital Technologies for Prudent Public Debt Management

2 Methodology of Research

3 System of the Public Debt Management and Corresponding Objectives and Functions

4 Information Technologies for Public Debt Management and the Application of New Technologies

Assessing the Convergence of the Digital Infrastructure Development in the RF Regions: Spatial Analysis

2 Related Literature

3 Data and Methodology

3.1 Data.

3.2 Methodology

4 Empirical Results and Discussion

Development of Methodological Approaches to Disclosure of Equity Information in Non-financial Statements of a Commercial Organization

2 Research on the Practice of Disclosing Information on Equity Capital in Financial and Non-financial Reporting in Russia and Abroad

3 Development of Recommendations for the Disclosure of Information on the Equity Capital of Commercial Organizations Based on the Report on Changes in the Cost of Equity Capital

4 Conclusion

Modeling of Forecasting Financial Statement

2 Research Method

3 Literature Review

4 Research Results

Creative Accounting: Current Trends in Foreign Studies

Cyber Security Systems

Detecting the Attacks to DNS

2 Related Works

3 Datasets

4 Experimental Results

Investigating Cyber Security Awareness (CSA) Amongst Managers in Small and Medium Enterprises (SMEs)

2 Cybersecurity, Cyberspace, Cybercrime and Cyber-Attacks

3 Cybersecurity in SMEs

4 Factors Influencing CSA

5 Research Approach

6 Discussion of Results

7 Summary of Results and Conclusion

Ecology Systems

Green Economy: Current Trends and Financial Aspects of Development

3 Theoretical Review

Shaping an Effective Ecosystem of the Regional Digital Economy in the Context of Uneven Digital Development

3 The Problem of Uneven Digital Development of Russian Regions.

3.1 Digital Polarization: Successful and Lagging Regions in Digital Development

3.2 Uneven Digital Development Within Successful and Lagging Regions

4 The Need to Create an Effective Digital Ecosystem in the Region

4.1 Architecture of the Region's Productive Digital Ecosystem

4.2 Insufficient Formation of Digital Ecosystems in the Regions

4.3 Directions for the Formation of an Effective Ecosystem of the Digital Economy of the Region

Educational Technologies

The Relationship Between Life Satisfaction, Engagement, and Burnout - Application to Higher Education Teachers in Portugal

1 Literature Review

1.1 Life Satisfaction

1.2 Engagement

1.3 Burnout

1.4 Engagement and Life Satisfaction

1.5 Burnout and Life Satisfaction

2 Hypothesis

2.1 Method

3.1 Sample Characterization

3.2 Measurement Validity and Reliability

3.3 Model Estimation Results

4 Discussion and Conclusion

Scrum Embedded in the Blogs Approach for Education

2 Blogs in Education

3 Scrum in Education

4 Scrum Embedded in Blogs for Education

4.1 Design and Methodology

4.2 Limiting Bias in Interpretations

4.3 Results and Discussions

5 Blogging in Education Through the Covid-19 Pandemic

6 Conclusions

A Conceptual Framework for Teaching Strategy Analysis

3 The Impact of Standardization and Digitization of Accounting-and-Analytical Processes on Teaching Strategic Analysis

Engineering and Technology

Using the Basin Modeling Apparatus in Geological Exploration for Oil and Gas

2 Phasing of Geologic Exploration

3 Conclusions

Assessment of Geological Risks When Performing Prospecting and Exploration for Oil and Gas.

2 Results and Discussion

3 Conclusion

Innovative Economics

Model of the System of Innovative and Consulting Services for Agricultural Entities

A Syndinic Approach to Enterprise Risk Management

2 Theoretical Background

3.1 Sets of Axioms of the Syndinic Approach

3.2 Conceptual Definitions of the Syndinic Approach

Are Consumers Really Informed on Corporate Social Responsibility Labels for Fishery Products? Results of an Italian Case Study

3 Aims and Methods

5 Discussion and Conclusions

National Financial System Challenges During Modern Economy Growth

Media Technologies

Features of Consolidation of the Ukrainian Nation in the Conditions of Decentralization

1 The Impact of Decentralization on the Systemic Integrity and Structuring of the Ukrainian Nation

1.1 The Problem of Denationalization in the Conditions of Decentralization

1.2 Analysis of the Main Research of This Problem

2 The Influence of Modern Social and Political Processes on the Formation of the Nation in Ukraine

2.1 Methodological Base of Research

2.2 Peculiarities of Formation of Ethnic Identity of Ukrainians as a Titular State-Forming Ethnicity

Journalistic, Advertising and Political Message in the Digital Age

2 Message Subjects: The Audience and Target Audience

3 Journalism and Journalistic Message in the Digital Sphere

4 The Advertising Message

5 The Political Message.

6 Conclusion.

ISBN:

3-030-85799-9

OCLC:

1267761775