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Full Description
Multimedia technologies have opened up a wide range of applications by combining a variety of information sources such as voice, graphics, animation, images, audio, and full-motion video which can be successfully implemented in banking, financial services and insurance (BFSI) industries to support their activities and strategic goals.
This volume provides an overview of multimedia technologies in finance and banking, introduces suitable machine learning and deep learning techniques for financial data analysis, discusses fraud and cyber operation countermeasures for multimedia in financial services, presents concrete applications of natural language processing (NPR) for financial data, introduces robotic process automation technology from the financial market to technology implementation, explains how self-supervised, unsupervised and semi-supervised learning are driving the financial market revolution, and unlocks real-world case studies in multimedia banking across the globe.
The book is intended for professionals involved in multimedia systems and technology design and applications. It can also be used as an advanced text for courses on multimedia.
Contents
Chapter 1: Applications of multimedia in diverse fields: an overview
Chapter 2: Evolution of multimedia banking and technology acceptance theories
Chapter 3: Banking, Fintech, BigTech: emerging challenges for multimedia adoption
Chapter 4: Multimedia technologies in the financial market
Chapter 5: Data analytics in finance
Chapter 6: Machine learning and deep learning for financial data analysis
Chapter 7: Self-supervised, unsupervised & semi-supervised learning for multimedia banking and financial services
Chapter 8: Natural language processing and multimedia applications in finance
Chapter 9: Digital disruption and multimedia technological innovations in the banking world
Chapter 10: Fraud and cyber operation countermeasures for multimedia in financial services
Chapter 11: Blockchain technology for the financial markets
Chapter 12: Automation to handle customer complaints: a grievance handling system
Chapter 13: Robotic process automation applications area in the financial sector
Chapter 14: Multimedia sustained benefits for financial services
Chapter 15: Extensive use of multimedia technologies: real-world case studies of multimedia banking
Chapter 16: Concluding remarks - fintech and technology of today and tomorrow
