Advances in Digital Science: ICADS 2021 (Advances in Intelligent Systems and Computing, 1352)

Description

This book gathers selected papers that were submitted to the 2021 International Conference on Advances in Digital Science (ICADS 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 (https://ics.events/icads-2021/). ICADS 2021 was held on February 19–21, 2021. An important characteristic feature of Conference is the short publication time and world-wide distribution. Written by respected researchers, the book covers a range of innovative topics related to: Advances in Digital Agriculture & Food Technology, Advances in Digital Economics, Advances in Digital Education, Advances in Public Health Care, Hospitals & Rehabilitation, Advances in Digital Social Media, Advances in Digital Technology & Applied Sciences, Advances in E-Information Systems, and Advances in Public Administration. This book is useful 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.; for the further development of authors’ scientific career (e.g. by citing, and attaching contributions to job or grant application). Preface Contents Advances in Digital Agriculture and Food Technology Means of Estimation the Anthropogenic Actions with Negative Effects on Hydrobionts 1 Introduction 2 Methods 3 Results and Discussions 4 Conclusion References Rural Territories of Russia: Realities and Prospects 1 Introduction 2 Materials and Methods 3 Discussion 4 Results 5 Conclusions References Determination of Territory Specialization as a Factor in Formation of Agricultural Cooperatives System 1 Introduction 2 Materials and Methods 2.1 Researches 2.2 Research of Information Base 2.3 Methods 2.4 Purpose 3 Results and Discussion 4 Results 5 Conclusion References Advances in Digital Economics Technique for Internal Control of Company’s Equity 1 Introduction 2 Improved Technique for Internal Control of Company’s Equity 3 Peculiarities of Organizational and Methodological Support of the Internal Control of Equity Capital 4 Conclusion References Analysis of the Balance Sheet Liquidity in the Digital Age 1 Introduction 2 Research Method 3 Research Results 4 Conclusion References The Prosperity Pyramid as a Consequence of the Low Level of Financial Culture of the Population 1 Introduction 2 Materials and Methods 3 Discussion 4 Results 5 Conclusion References Organizational Capacity Assessment Model for Digital Transformation 1 Introduction 2 Theoretical Background 3 Research Method 4 Research Results 5 Conclusions References Digitalization as a Key Aspect of the Development of Social Infrastructure in Rural Areas 1 Introduction 1.1 Digitalization of One of the Most Promising Branches of Social Infrastructure in Rural Areas – Housing and Communal Services 2 Results References Coronavirus Pandemic as a Challenge in Debt Sphere 1 Introduction 2 Methodology of Research 3 Overview of the Situation in the Global Economy and Global Finance in 2020 4 Analysis of Debts’ Dynamics and Structure 5 Debt Relief Approaches and Related Contradictions and Problems 6 Discussion 7 Conclusion and Recommendations References Advances in Digital Education The Use of Technology on Inclusive Education in Brazil - A Discussion on the Teacher and Student Views 1 Introduction 2 Inclusive Education and Information and Communication Technology 3 Related Works 4 Methodology 5 Results 6 Conclusions References Modernization of Higher Education in Russia: New Challenges and Approaches 1 Introduction 2 Methodology 3 Discussion 4 Conclusion References Public Universities’ Performance Evaluation 1 Introduction 2 Materials and Methodology 3 Design of KPI System for Public Universities 4 Performance Evaluating of Public University 5 Challenges for Public Universities’ KPI System 6 Conclusions References Visualization Lecture in the Digital Educational Process at the University 1 Introduction 2 Visualization Lecture in the Digital Educational Process at the University (On the Example of the Discipline «Russian Language and Speech Culture») 3 Results 4 Conclusion Appendix References Comparative Analysis of Machine Learning Models for Students’ Performance Prediction 1 Introduction 2 Related Work 3 Machine Learning Models For Students’ Performance Prediction 3.1 Decision Tree 3.2 Naïve Bayes 3.3 Artificial Neural Network 3.4 Support Vector Machine 3.5 Random Forest 4 Performance Analysis 4.1 Experimental Environment 4.2 Experiments 4.3 Experimental Results Analysis 5 Conclusions References The Experience of Ukraine and Kazakhstan of Digitalization Education Under Quarantine Conditions 1 Global Economic and Society Transformations Amid a Pandemic 1.1 Crisis in Post-Soviet Societies Undergoing Transformation Amid a Pandemic 1.2 Analysis of the Main Research of This Problem 2 Transfer of Social Practices from Real Life to the Internet Environment 2.1 Methodological Base of Research 2.2 Personal Adaptation to Crisis Situations in Conditions of Limited Space 2.3 Adaptive Function of Digital Education in the Period of Pandemic 3 Conclusions References The Impact of the Online Project X-Culture on the Development of Students’ Emotional Intelligence 1 Introduction 1.1 Theoretical Background 2 Materials and Methods 3 Results 3.1 Self-awareness 3.2 Self-management 3.3 Students’ Interview 3.4 Social Awareness 3.5 Relationship Management 3.6 Correlation Analysis 4 Discussion 4.1 Limitations of the Present Study and Suggestions for Future Research References Advances in Public Health Care, Hospitals and Rehabilitation The Nervous System Disorders in COVID-19: From Theory to Practice 1 Introduction 2 Materials and Methods 3 Results 4 Conclusion References Diagnosis of Diabetic Retinopathy Using Data Mining Classification Techniques 1 Introduction 2 Related Work 3 Data Mining Process 3.1 Business Understanding 3.2 Data Understanding 3.3 Data Preparation 3.4 Modeling 3.5 Evaluation 4 Discussion 5 Conclusion References Prediction Models for Polycystic Ovary Syndrome Using Data Mining 1 Introduction 2 Methodologies, Material and Methods 2.1 Business Understanding 2.2 Data Understanding 2.3 Data Preparation 2.4 Modeling 2.5 Evaluation 3 Results and Discussion 4 Conclusions and Future Work References Latent Failures of the Individual Human Behavior as a Root Cause of Medical Errors 1 Introduction 2 Materials and Methods 3 Results 3.1 Perception and Information Processing 3.2 Decision Making, Planning, Behavioral Act 3.3 Regulation of Human Behavior 3.4 Classification and Origin of Human Errors and Violations 3.5 Modern Strategy for Preventing Active Failures Associated with Staff Performance (Errors and Violations) 4 Conclusion References Clinical Features of Peripheral Vestibulopathies 1 Introduction 2 Methodology 3 Results 4 Conclusion References Analysis of Sustainable Health Development Goals in Improving Public Health 1 Introduction 2 Discussion 3 Conclusion References Advances in Digital Social Media Social Media Engagement Through Video Advertising: Informativeness and Self Brand Connection as Predictors 1 Introduction 2 Theoretical Background 2.1 Advertising Informativeness and Stimulation 2.2 Self-brand Connection 2.3 Social Media Engagement 3 Method 3.1 Sample 4 Results 4.1 Common Method Bias 4.2 Measurement Model 4.3 Structural Model 5 Discussion and Implications 5.1 Theoretical Implications 5.2 Implications for Management 6 Conclusions, Limitations and Future Research References Using Social Media as Tools of Social Movement and Social Protest in Omnibus Law of Job Creation Bill Policy-Making Process in Indonesia 1 Introduction 2 Literature Review 2.1 Social Media to Rising Voice 2.2 Social Movement in Practice 3 Method 4 Result and Discussion 4.1 Function and the Connection Between Social Media and Social Movement in Omnibus Law Protest 4.2 The Narrative that Spreads in Social Media About the Omnibus Law Protest 5 Conclusions References Promoting Cities as Cultural Destinations Through Events. Case Study: Aarhus European Capital of Culture 1 Introduction 2 Literature Review 2.1 Place Branding 2.2 Role of Events in Promoting Cities as Tourist Destinations 2.3 European Capital of Culture Program 3 Present Study 4 Methodology 4.1 Purpose and Objectives 4.2 Method 5 Results and Discussion 5.1 The Concept of the Event 5.2 The Objectives of the Event 5.3 Target Audience 5.4 Messages Sent to the Public 5.5 Strategies and Tactics 5.6 Outcomes 6 Conclusions References The Impact of Using Social Media Twitter to Promote Tourism in Indonesia 1 Introduction 2 Literature Review 2.1 Social Media Technology 2.2 Social Media Usage by Government 2.3 The Impact of Social Media Use by Government 3 Method 4 Result and Discussion 5 Conclusion References Analysis of the Anti-corruption Movement Through Twitter Social Media: A Case Study of Indonesia 1 Introduction 2 Literature Review 2.1 Social Media as the Mobilization of the Anti-corruption Movement 2.2 Movement Anti-corruption 3 Research Methods 4 Results and Discussion 4.1 Marketing Objective 4.2 Integrated Marketing 4.3 Type of Information (Product) 5 Conclusion References Analysis of Twitter’s Election Official as Tools for Communication and Interaction with Indonesian Public During the 2019 Presidential Election in Indonesia 1 Introduction 2 Literature Review 2.1 Social Media Platform 2.2 Function Social Media in Government 2.3 Using a Social Media Platform for Government 3 Research Method 4 Research Findings 4.1 The Role of Election Administrators Based on Twitter Social Media 4.2 Election Official Communication and Interaction Content on Twitter Social Media 4.3 Election Official Communication and Interaction Intensity in Twitter Social Media 5 Conclusions References Advances in Digital Technology and Applied Sciences The Practice of Creating Intelligent Manufacture Management Systems Based on a ERP 1 Introduction 2 Concept of Intelligent Manufacture Management System 3 Manufacturing Systems Management Models 4 Extension of the Manufacturing Management Concept in ERP 5 Practical Implementation of an Intelligent Manufacture Management System 6 Conclusion References Evaluation of Factors Contributing to the Repurchase Intention of the Automobile Industry Using Sparse Modeling 1 Introduction 2 Purpose of CRM and Factors of Repurchase Intention 2.1 Purpose of CRM 2.2 Factors Influencing Repurchase Intention 3 Evaluation Methodology 3.1 Online Survey 3.2 Text Analysis and Evaluation 4 Results and Discussion 5 Conclusion References The Old Question: Which Programming Language Should We Choose to Teach to Program? 1 Introduction 2 Programming Languages 3 Programming Languages for CS1 4 How to Choose the Initial Programming Language 5 Conclusion References New Approaches to Studying Rodent Behavior Using Deep Machine Learning 1 Introduction 2 Materials and Methods 2.1 Animals and Behavioral Recordings 2.2 Deep Machine Learning 3 Results and Discussion 3.1 Network Reliability Assessment 3.2 Network Performance Assessment References Advances in E-Information Systems Modeling of Investment in It-Business 1 Introduction 2 Challenges of Building a Digital Industry Ecosystem 3 Evolutionary-Simulative Model and Its Main Characteristics 4 Pre-project Marketing 5 Evolutionary-Simulative Model of Consortium Activity 6 Computational Experiments 7 Conclusions References Investigating Social and Economic Components of Strategic Business Development Conditions in an Information Economy: A Case of Ukraine 1 Introduction 2 Literature Review 3 Materials and Methods 4 Results 4.1 Strategic Business Development: Place of Intellectual and Social Capital 4.2 Econometric Modeling of the Factors Influencing the FDI Growth 5 Conclusion References Right to Be Forgotten in the Age of Machine Learning 1 Introduction 2 The Definition of the RtbF 2.1 In the Law 2.2 In the Era of Machine Learning 3 Differential Privacy as the Definition of Forgotten 4 Machine Unlearning 5 Conclusions References Reducing the Influence of the Cognitive Miser Phenomenon and Cognitive Biases on the Selection Process in Exploratory Research Using a Reflective Approach 1 Introduction 2 Cognitive Miser Phenomenon and Cognitive Biases 3 Theory and Research Methods 4 Conclusions References Modern and Historical Aspect of Automation of Accounting 1 Introduction 2 Materials and Methods 2.1 Researchers 2.2 Information Base Research 2.3 Research Method 2.4 Purpose of the Study 3 Result and Discussion 4 Results 5 Conclusion References Development of Network System for Connection PLC to Cloud Platforms Using IIoT 1 Introduction 2 Proposed System 2.1 Hardware Selection 2.2 Software Selection 2.3 Communication System 3 Content Development 4 Methodology 5 Results 6 Conclusion References Some Current Aspects of Big Data Evolution 1 Introduction 2 Big Data Concept 3 Perception of Digital Technologies 4 Evolution of Big Data Technologies 4.1 From Big Data to Smart Content 4.2 Big Data Life Cycle 5 Conclusion References The Impact of Big Data on Firm Performance 1 Introduction 2 Literature Review 2.1 Big Data Analytics in Marketing 2.2 Impact of Big Data Analytics on Financial Performance 2.3 Impact of Big Data on Sustainability 3 Methodology 3.1 Data Collection 3.2 Variable Design and Model Construction 4 Results and Discussion 4.1 Descriptive Statistics 4.2 Regression Analysis 5 Conclusions References Advances in Public Administration Development of the e-Government in the Context of the 2020 Pandemics 1 Introduction 2 Theoretical Framework 3 Research Setting and Methodology 3.1 General Background of Research 3.2 The Government Platform in Health Care System 4 Analysis of the Case 5 Summary and Conclusions References Penta-Helix Model in Sustaining Indonesia’s Tourism Industry 1 Introduction 2 Finding and Discussion 3 Conclusion References Public Communication of Local Government Leaders: A Case Study of Three Major Governors in Indonesia 1 Introduction 2 Literature Review 2.1 Social Media and Government 2.2 Challenges of Social Media 2.3 Social Media Strategies 3 Research Method 4 Result and Discussion 4.1 Tweets Intensity 4.2 The Intensity of the Tweet Topic 4.3 Connectivity and Similarity of Tweets Between Twitter Accounts 4.4 Relationship Between Twitter Accounts 5 Conclusion, Contribution, Research Limitations and Recommendations for Further Research References The Influence of Social Media on the Omnibus Law-Making Process in Indonesia 1 Introduction 2 Literature Review 2.1 Social Media as a Means of Distribution of Information 2.2 Optimizing the Use of Social Media as Information Connectivity for the Government 3 Research Methods 4 Results and Discussion 4.1 Transparency 4.2 Conversation 4.3 Participation 4.4 Communication 4.5 Involvement 5 Conclusion References How Does Social Media Affect Money Politics Campaign Rejection in the 2020 Regional Head General Election Social Media? A Case Study of Indonesia 1 Introduction 2 Literature Review 2.1 Social Media 2.2 Local Elections 2.3 Money Politics 3 Method 4 Result and Discussion 5 Conclusion References Public Policies for Creating Sustainable and Integrated Transport in Jakarta 1 Introduction 2 Discussion 3 Conclusion References Author Index