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

✍ Scribed by Dmytro Ageyev (editor), Tamara Radivilova (editor), Natalia Kryvinska (editor)

• Tongue: English
• Leaves: 233
• Category: Library

✦ Synopsis

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.

✦ Table of Contents

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