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Advances in Big Data Analytics

Theory, Algorithms and Practices

Today, big data affects countless aspects of our daily lives. This book provides a comprehensive and cutting-edge study on big data analytics, based on the research findings and applications developed by the author and his colleagues in related areas. It addresses the concepts of big data analytics and/or data science, multi-criteria optimization for learning, expert and rule-based data analysis, support vector machines for classification, feature selection, data stream analysis, learning analysis, sentiment analysis, link analysis, and evaluation analysis. The book also explores lessons learned in applying big data to business, engineering and healthcare. Lastly, it addresses the advanced topic of intelligence-quotient (IQ) tests for artificial intelligence. /divSince each aspect mentioned above concerns a specific domain of application, taken together, the algorithms, procedures, analysis and empirical studies presented here offer a general picture of big data developments. Accordingly, the book can not only serve as a textbook for graduates with a fundamental grasp of training in big data analytics, but can also show practitioners how to use the proposed techniques to deal with real-world big data problems.

Portfolio models were derived from measurement of risk in portfolio of security, and extend to the measurement of systemic risk for a portfolio of banks [7]. The portfolio models follow two routines to measure a bank's systemic ...

Open and Big Data Management and Innovation

14th IFIP WG 6.11 Conference on e-Business, e-Services, and e-Society, I3E 2015, Delft, The Netherlands, October 13-15, 2015, Proceedings

This book constitutes the refereed conference proceedings of the 14th IFIP WG 6.11 Conference on e-Business, e-Services and e-Society, I3E 2015, held in Delft, The Netherlands, in October 2015. The 40 revised full papers presented together with 1 keynote panel were carefully reviewed and selected from 65 submissions. They are organized in the following topical sections: adoption; big and open data; e-business, e-services,, and e-society; and witness workshop.

income level as a considerable positive predictor of the customers' acceptance of Tele‐banking in Saudi Arabia. Likewise, according to Kolodinsky et al. [20], the adoption rate of Internet banking channels was observed to be in the ...

Fusing Big Data, Blockchain and Cryptocurrency

Their Individual and Combined Importance in the Digital Economy

As technology continues to revolutionise today’s economy, Big Data, Blockchain and Cryptocurrency are rapidly transforming themselves into mainstream functions within the financial services industry. This book examines each concept individually, analysing the opportunities and challenges they bring and exploring the potential for future development. The authors further evaluate the fusion of these three important products of the FinTech revolution, illustrating their combined influence on the digital economy. Providing a comprehensive analysis of three innovative technologies, this timely book will appeal to scholars researching innovation in the finance industry and financial services technology more specifically.

5.3.1 FinTech-Empowered Bank 4.0 and Financial Inclusion 5.3.1.1 Bank 4.0 If we now temporarily put the technical concepts and the advancements of more and more exciting technology-enabled financial solutions aside, in general, ...

Handbook of Big Data Privacy

This handbook provides comprehensive knowledge and includes an overview of the current state-of-the-art of Big Data Privacy, with chapters written by international world leaders from academia and industry working in this field. The first part of this book offers a review of security challenges in critical infrastructure and offers methods that utilize acritical intelligence (AI) techniques to overcome those issues. It then focuses on big data security and privacy issues in relation to developments in the Industry 4.0. Internet of Things (IoT) devices are becoming a major source of security and privacy concern in big data platforms. Multiple solutions that leverage machine learning for addressing security and privacy issues in IoT environments are also discussed this handbook. The second part of this handbook is focused on privacy and security issues in different layers of big data systems. It discusses about methods for evaluating security and privacy of big data systems on network, application and physical layers. This handbook elaborates on existing methods to use data analytic and AI techniques at different layers of big data platforms to identify privacy and security attacks. The final part of this handbook is focused on analyzing cyber threats applicable to the big data environments. It offers an in-depth review of attacks applicable to big data platforms in smart grids, smart farming, FinTech, and health sectors. Multiple solutions are presented to detect, prevent and analyze cyber-attacks and assess the impact of malicious payloads to those environments. This handbook provides information for security and privacy experts in most areas of big data including; FinTech, Industry 4.0, Internet of Things, Smart Grids, Smart Farming and more. Experts working in big data, privacy, security, forensics, malware analysis, machine learning and data analysts will find this handbook useful as a reference. Researchers and advanced-level computer science students focused on computer systems, Internet of Things, Smart Grid, Smart Farming, Industry 4.0 and network analysts will also find this handbook useful as a reference.

Bank User Should change password every 3 months. Use virtual keyboard to enter password rather than keyboard to Use trusted device and avoid using public network for e banking successfully login. enlisted on the banking website avoid ...

Technologies and Applications for Big Data Value

This open access book explores cutting-edge solutions and best practices for big data and data-driven AI applications for the data-driven economy. It provides the reader with a basis for understanding how technical issues can be overcome to offer real-world solutions to major industrial areas. The book starts with an introductory chapter that provides an overview of the book by positioning the following chapters in terms of their contributions to technology frameworks which are key elements of the Big Data Value Public-Private Partnership and the upcoming Partnership on AI, Data and Robotics. The remainder of the book is then arranged in two parts. The first part "Technologies and Methods" contains horizontal contributions of technologies and methods that enable data value chains to be applied in any sector. The second part "Processes and Applications" details experience reports and lessons from using big data and data-driven approaches in processes and applications. Its chapters are co-authored with industry experts and cover domains including health, law, finance, retail, manufacturing, mobility, and smart cities. Contributions emanate from the Big Data Value Public-Private Partnership and the Big Data Value Association, which have acted as the European data community's nucleus to bring together businesses with leading researchers to harness the value of data to benefit society, business, science, and industry. The book is of interest to two primary audiences, first, undergraduate and postgraduate students and researchers in various fields, including big data, data science, data engineering, and machine learning and AI. Second, practitioners and industry experts engaged in data-driven systems, software design and deployment projects who are interested in employing these advanced methods to address real-world problems.

using channels such as mobile apps or online banking, and they afterwards use this data for security and fraud-prevention processes. One of the processes is to identify relationships between customers and use them to verify posterior ...

Big Data in the GovTech System

This book presents applications and solutions of Big Data in the GovTech system and recommendations for regulating the institutions of the digital economy and information society for the wide application of Big Data with the use of the institutional approach. In this book, a systematic scientific understanding of GovTech is formed, the central place of Big Data in this system is substantiated, and modern experience in the functioning and development of this system is considered in detail. The contribution of the book to the literature is to bridge the gap between theory and practice of GovTech through a comprehensive study of all its manifestations in the three parts of the book. The first part is devoted to GovTech in the provision of high-tech educational services based on Big Data. The second part reflects state regulation of the economy by industry using Big Data in the GovTech. The third part outlined the digital divide and the experience of overcoming it with the help of GovTech based on Big Data. The practical significance of the book lies in the fact that it offers a holistic practical guide to the development of the GovTech system based on Big Data. The book will be of interest to academic scientists studying GovTech, as it clarified its categorical apparatus and scientific basis. The subjects of management in GovTech form the secondary target audience of this book, which provides them with numerous cases from the experience of modern Russia, as well as applied recommendations for improving the efficiency of the GovTech system based on Big Data. The book is multidisciplinary and is intended for scientists from various fields of science (pedagogy, economics, business, law, management, and ICT).

In July 2021, the Department of Statistics reflected in the report the cheapest banks in France in 2020 in terms of annual commissions for banking services in the area of Internet banking services [16]. Experience of Sweden In Sweden, ...

The Social Psychology of Nonverbal Communication

The Social Psychology of Nonverbal Communication gathers together leading nonverbal communication scholars from around the world to offer insight into a range of issues within the nonverbal literature with the aim to rethink current approaches to the subject.

The Social Psychology of Nonverbal Communication gathers together leading nonverbal communication scholars from around the world to offer insight into a range of issues within the nonverbal literature with the aim to rethink current ...

Psychology of Communication

This successful textbook on the psychology of communication explains - here in English for the first time - how human communication works in a very understandable way. It begins with the explanation of central terms and the explanation of known communication models (e.g. the models according to Schulz von Thun, Watzlawick, Hargie and colleagues), then describes means of non-verbal and verbal communication and ends with a clear and structured summary of communication forms. Concrete fields of application, stumbling blocks (e.g. intercultural differences in communication), practical examples and digressions in the book round off what has been read and consolidate what has been learned. In addition, free learning materials are available on the Internet with which readers can test their knowledge acquisition.

This book will be useful to both students and professors of psychology as well as those in the field of communication studies, and anyone interested in learning more about the many faces of communication.

The Psychology of Pro-Environmental Communication

Beyond Standard Information Strategies

The environment is part of everyone's life but there are difficulties in communicating complex environmental problems, such as climate change, to a lay audience. In this book Klöckner defines environmental communication, providing a comprehensive and up-to-date analysis of the issues involved in encouraging pro-environmental behaviour.

In this book Klöckner defines environmental communication, providing a comprehensive and up-to-date analysis of the issues involved in encouraging pro-environmental behaviour.

Teacher's Professional Development

Assessment, Training, and Learning

A central aspect of teachers’ professional knowledge and competence is the ability to assess students’ achievements adequately. Giving grades and marks is one prototypical task in this context. Besides giving grades, assessments for school placements or tracking decisions belong to these tasks. Relevant students’ characteristics which influence teachers’ assessments do not only involve academic achievement but also students’ responses to different task demands as well as non-academic characteristics such as learning motivation or school anxiety. Closely associated with the investigation of teachers’ assessment competences and, more specifically, the investigation of conditions associated with high quality of assessments is the development and evaluation of teacher training programs to improve professional competences. In recent years, there has been considerable progress in the domain of professional teacher training; however, only a very limited number of studies are dedicated to the question to what extend training programs might offer valuable approaches to improve the quality of assessments and to implement high assessment competences. Another important field which is closely related to teachers’ competences concerns the question how teachers’ professional development is linked to students’ learning and learning outcomes. In recent years, the societal demand for evidence that teachers’ professional development will result in improved student learning outcomes is increasing. This volume brings together questions on assessment, training, and learning in the professional development of teachers which have not been fully discussed yet. The identification of these research gaps was the reason for dedicating a series of lectures given at the University of Luxembourg 2012 to the topic of professionalization of teachers in these domains. Therefore, this book contains contributions from outstanding international scholars in different academic disciplines to present ideas about open research questions concerning the domains of assessment, training, and learning in the professional development of teachers.

Therefore, this book contains contributions from outstanding international scholars in different academic disciplines to present ideas about open research questions concerning the domains of assessment, training, and learning in the ...