Data-Centric Business and Applications : Advancements in Information and Knowledge Management [208] 9783031608155, 9783031608148

Table of contents :
Preface
Contents
Cloud Market—Possibilities, Potentials and Challenges of Cloud Computing from a Provider’s Perspective
1 Cloud Computing from Customer’s Perspective
1.1 A Brief Overview of the Costumer’s Perspective in the Recent Years
1.2 Market Segmentation
1.3 Product Section
1.4 Service Section
1.5 Customer Section
1.6 Behavioral Section
1.7 Geography Section
2 Market Segmentation
2.1 Area of Operations
3 Models for the Integration of Cloud Computing
3.1 Value Drivers
3.2 Market Conditions
3.3 Service Offerings
3.4 Price or Differentiation
4 Analysis—Enterprise Value
4.1 Focus of the Offerings in Cloud
4.2 Service Type
4.3 Customers
4.4 Financial Situation
4.5 Regional Analysis
4.6 Enterprise Value
5 Conclusion
References
Innovation Regional Policy and Smart Specialization: European Countries and Ukraine
1 Introduction
2 Materials and Methods
3 Results
3.1 Assess the Implementation of Smart Specialization Strategy in European Countries
3.2 Smart Specialization in Ukraine
4 Discussion
5 Conclusions
References
Risk Management in the Non-profit Public Sector—Hazards of a Lack of Reflection Within the Police Force
1 Introduction
2 Methods
2.1 Literature Review
2.2 Quantitative Empirical Method
3 Results and Discussion
3.1 Qualitative Analysis of the Sources
3.2 Quantitative Analysis of the Survey Results
4 Conclusions
5 Limitation
Annex
References
The Classifier Models Usage for the Recruitment Process Forecasting for Applicants of Higher Education to Universities of Ukraine
1 Introduction
2 Analysis of Recent Research
3 Results
3.1 Data Acquisition and Preparation
3.2 Training and Selection of Models
3.3 Model Output Calibration
3.4 Program Prototype
4 Conclusions
References
Virtual Museum Design in Sustainable Cultural Heritage: A Literature Review
1 Introduction
2 Popularity of the Topic in Slovakia and Worldwide
References
Reputation of a Non-profit Organisation—A Quantitative-Empirical Study Embedded in Risk Management on Police Reputation and Reputation Loss
1 Introduction
2 Methods
2.1 Structured Literature Review
2.2 The quantitative survey
3 Results and Discussion
3.1 Results of the Structured Literature Review
3.2 Forming Hypotheses
3.3 Evaluation of the Survey
3.4 Discussion
4 Conclusion
5 Limitation
Annex
References
Artificial Intelligence Application for Customer Behavior and Churn Prediction
1 Introduction
2 Materials and Methods
3 Results and Discussion
4 Conclusions
References
Workplace Discrimination from the Perspective of Leaders of Slovak Enterprises—pilot Study
1 Introduction
2 Theoretical and Conceptual Background
2.1 Workplace Discrimination
2.2 Workplace Harassment
2.3 Forms of Discrimination in Labour Relations
2.4 Models of Negative Discrimination
3 Methodology
3.1 Research Sample
4 Results
4.1 Hypotheses Testing
5 Conclusion
References
Performance Evaluation of the IEEE802.11ax Amendment
1 Introduction
1.1 Relevance
1.2 Goals and Objectives
2 IEEE802.11 Brief Overview
3 IEEE802.11ax Amendment
4 Performance Evaluation
4.1 Theoretical Throughput
4.2 Simulation
5 Conclusion
5.1 Synopsis
5.2 Further Research
References
Virtual Agile Collaboration During a Lockdown: Case Study
1 Introduction
2 Virtual Collaboration
3 Agile Collaboration in Distributed Teams
4 Research Methodology
4.1 Conceptual Research Framework
5 Agile Transformation of the Company
6 Discussion
6.1 Virtual Agile Cooperation During the COVID-19 Pandemic
7 Conclusion
References
Flex-Route Transit: Problem Definition, Case Studies and Development over Years in Optimization Literature
1 Introduction
1.1 Applications
2 Problem Description
2.1 Graph
2.2 Graph for PND-NPD Customers
2.3 Graph for NPND Customers
2.4 Graph for All Customers
3 Problem Classification
3.1 Taxonomy
4 Future Challenges and Opportunities
5 Conclusion
References
Development of Regional IT Clusters in Conditions of Permanent Socio-Economic Threats
1 Introduction
2 Literature Review
2.1 Analysis of the State of Development of the Lviv IT Cluster
2.2 Formation of the Task of Developing a Cross-Border IT Cluster
3 Analysis of the Peculiarities of the Development of IT Clusters in Poland and Lviv
3.1 Analysis of the Main Absolute Indicators of Development
3.2 Analysis of Trends in the Effectiveness of Development Activities
3.3 Construction of Development Models and Their Analysis
3.4 Recommendations for the Formation of a Cross-Border Ukrainian-Polish IT Cluster
References
Information and Economic Mechanisms for the Development of System Integration in the Management of Enterprises’ Business Processes
1 Introduction
2 Methodology
3 Paper Preparation
3.1 Directions of Development of System Integration in the Management of Business Processes of Enterprises
3.2 Information and Economic Context in the Development of System Integration in the Management of Business Processes of Enterprises
3.3 Prerequisites for Achieving Integration Within the Information and Economic Mechanism for the Development of Systemic Integration in the Management of Business Processes of Enterprises
4 Conclusion
References
Improving the Recruitment Process in Multinational Organizations Using Robotic Process Automation and Artificial Intelligence
1 Introduction
1.1 Artificial Intelligence
1.2 Robotic Process Automation
2 Examples of Implementations
2.1 Multinational Hospitality Company with PwC
2.2 Robotic Process Automation for Corporate Functions
2.3 UiPath—Finance and Banking
2.4 Robotic Process Automation in the Telecom Industry
3 Problem Description
4 General Description of Solution
5 Phases of Recruitment Process
5.1 Phase 0—Setting Up Offers for Job Positions
5.2 Phase 1—Filtration of CVs
5.3 Phase 2a—Recruitment Tests
5.4 Phase 2b—Job Interview
5.5 Phase 3—Future Development
6 Advantages of RPA and AI in HR
7 Legal Aspects
8 Time Savings and Optimization Assessment
9 Future Development of Our Project
10 Conclusions
References
Review of Automatic Speech Recognition Systems for Ukrainian and English Language
1 Introduction
1.1 The Subject Environment Description
1.2 Literary Sources Overview
2 Existing Software Tools Overview
2.1 Project DeepSpeech
2.2 Whisper by OpenAI
2.3 Facebook Wav2Vec 2.0
2.4 Nvidia Conformer-CTC Large
2.5 SpeechT5
3 Results
3.1 Comparison Criteria
3.2 Comparison Results
4 Discussion
5 Conclusions
References
Strategic Direction of Financial Activities of EU States in Digital Business Models
1 Introduction
1.1 Relevance
1.2 Goals and Objectives
2 Theoretical and Conceptual Background
2.1 Strategic and Tactical Direction of Financial Activities of States in the Digital Economy: The Foundation for Service Science
2.2 Tax Absence in Connection with the Taxation of Digital Services
3 Digitization of Tax Processes in EU Countries as a Stabilization Factor from Global Financial Shock
3.1 Digital Business Models and the OECD Perspective on the Challenges of the Digital Economy
3.2 Technological Features of Digital Business Models
3.3 BEPS Affecting Taxation in the Digital Economy
4 Tax Profiles of the Digital Economy in EU Countries
4.1 Digital Income in Selected Countries
4.2 Parent Subsidiary Directive and Interest and Royalties Directive
4.3 Common Consolidated Corporate Tax Base (CCCTB)
5 Impact and Impacts of CCTB on Romania and Italy
5.1 Impacts of CCTB on Romania
5.2 The Impact of NAFA Control After the Application of Transfer Pricing Rules in Romania
5.3 Tax Profiles of the Digital Economy in Italy
6 Tax Google
7 Conclusion
7.1 Synopsis
7.2 Further Research
References
Alzheimer’s Disease Diagnosis Using Machine Learning Approach
1 Introduction
2 Methods
2.1 Overview of the Methods
2.2 Exploratory Data Analysis
2.3 Logistic Regression
2.4 Support Vector Machine (SVM) Models
2.5 Decision Tree
2.6 Random Forest Classification Model
2.7 AdaBoost Ensemble Model
3 Results
3.1 Overview of the Results
3.2 Exploratory Data Analysis (EDA)
3.3 Machine Learning Methods
4 Conclusions
4.1 Conclusions from EDA
4.2 Conclusions from Machine Learning Methods
4.3 Limitations
4.4 Future Scope
4.5 Final Thoughts
4.6 Availability of Dataset
4.7 Contributions
References