Data-Centric Business and Applications: Evolvements in Business Information Processing and Management (Volume 3) (Lecture Notes on Data Engineering and Communications Technologies, 42)

Description

Building on the authors’ previous work, this book addresses key processes and procedures used in information/data processing and management. Modern methods of business information processing, which draw on artificial intelligence, big data, and cloud-based storage and processing, are opening exciting new opportunities for doing business on the basis of information technologies. Thus, in this third book, the authors continue to explore various aspects – technological as well as business and social – of the information industries. Further, they analyze the challenges and opportunities entailed by these kinds of business. Preface Contents FinTech, RegTech and Traditional Financial Intermediation: Trends and Threats for Financial Stability 1 Introduction 2 Proposed Methodology 3 FinTech—A Driver of Financial Intermediation Evolution 3.1 Cosystem and Global Trends of FinTech 3.2 Financial Intermediation of the Future: Principles, Models and Risks 3.3 FinTech in Ukraine: Beginning 4 RegTech in Financial Intermediation: A Bonus or the Only Way for Its Further Development 5 Financial Stability 6 Conclusion References Data-Centric Formation of Marketing Logistic Business Model of Vegetable Market Due to Zonal Specialization 1 Introduction 2 Data-Centric Forecast of Vegetable Production Within Regions for Business Information Processing and Management 3 Justification of Interregional Supply of Vegetables on the Basis of Marketing Logistics with the Help of Data-Centric Applications 4 Conclusion References Optimization of the Process of Determining the Effectiveness of Advertising Communication 1 Introduction 2 Optimization of the Model of the Priority of the Factors on the Effectiveness of Advertising Communication 3 The PDI Scale Method by Feltham T. 4 Designing Alternative Options for Determining the Effectiveness of Advertising Communication 5 Conclusion References Using Recurrent Neural Networks for Data-Centric Business 1 Introduction 2 Implementation ANN to Data-Centric Business 3 Recurrent Neural Networks for Data-Centric Business 4 Using the LSTM Architecture 5 GRU Architecture and Its Peculiarit 6 Bidirectional Recurrent Neural Networks 7 The Implementation of Data-Centric Business Using Recurrent Neural Networks 8 Testing and Experimental Comparison of RNN 9 Analysis of the Results 10 Conclusion References System Model for Decision Making Support in Logistics and Quality Management Business Processes of Manufacture Enterprise 1 Introduction 1.1 Development of Procurement and Quality Management Models Based on Discrete Converter 1.2 Development of Environment Influence Evaluation Method 2 Conclusion References Machine Learning Methods Applications for Estimating Unevenness Level of Regional Development 1 Introduction 2 Literature Review 3 Problem Formulation 4 Methods, Findings 5 Discussion and Conclusion References Formal Modeling of Decision-Making Processes Under Transboundary Emergency Conditions 1 Introduction 2 Modeling of Decision-Making Processes 3 Formal Modeling of the Rules of Environmental Monitoring System’s Knowledge Base 4 Discussion 5 Conclusions and Future Works References Decision-Making Support System for Experts of Penal Law 1 Introduction 2 Development of the Decision-Making Support System for Experts of Penal Law 3 Discussion 4 Conclusion References Infocommunication Tasks of University Information System 1 Introduction 2 Background 3 Specific Higher Education Institution’s Needs 4 Cutting-Edge Technologies in Education 5 Security Issues of University Information Systems 6 Infocommunication Flows of Higher Education Institutions 7 Future Prospects of University Information Systems 8 Conclusion References Advanced Methods and Means of Authentication of Devices for Processing Business Information 1 General Approach to Authentication of Electronic Devices 2 Classes for Authentication of Electronic Devices 3 Authentication of Media Equipment for Digital Examination Tasks 4 Authentication of Mobile Phones for Geolocation Tasks 5 Detection of Counterfeit and Counterfeit Products 6 Authentication of Sensors 7 Authentication of Personal Computers and Laptops 8 Authentication of Integrated Circuits 9 Conclusions References