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Build AI-Enhanced Audio Plugins with C++
by Matthew John Yee-KingBuild AI-Enhanced Audio Plugins with C++ explains how to embed artificial intelligence technology inside tools that can be used by audio and music professionals, through worked examples using Python, C++ and audio APIs which demonstrate how to combine technologies to produce professional, AI-enhanced creative tools.Alongside a freely accessible source code repository created by the author that accompanies the book for readers to reference, each chapter is supported by complete example applications and projects, including an autonomous music improviser, a neural network-based synthesizer meta-programmer and a neural audio effects processor. Detailed instructions on how to build each example are also provided, including source code extracts, diagrams and background theory.This is an essential guide for software developers and programmers of all levels looking to integrate AI into their systems, as well as educators and students of audio programming, machine learning and software development.
Technology-mediated Learning During the Pandemic: Challenges vs Outcomes
This volume discusses the emergence of information and communication technology (ICT)-based teaching and learning during the Covid-19 pandemic as a potential alternative to traditional classroom-based learning. It presents a collection of theories, practices, and case studies from across the globe and covers different aspects of education from a multidisciplinary perspective.While focusing on the various opportunities that surfaced while carrying out innovative experiments in the online learning space, the book discusses pedagogical challenges and the need for a shift in teaching pedagogy towards online learning. It outlines the existing learning theories, reasons behind their failure, and new theories that emerged to fill the need for new methods for delivery of content and pedagogy. The book discusses the issues faced by stakeholders, including institute administrators, students, and teachers to prepare for this new method of teaching and learning. It highlights the role of virtual laboratories in supplementing the needs of students in the remote learning environment. The book also discusses the role and impact of social media as a powerful tool of learning and educational communication.This book will be of interest to teachers, students, and researchers of education, higher education, digital education, information technology, educational psychology, and media studies. It will also be useful for courses on e-learning, educationalists, policymakers, educational institutions, online education centres, and practitioners working in the related areas.
CompTIA Linux+ Certification Companion: Hands-on Preparation to Master Linux Administration (Certification Study Companion Series)
by Ahmed F. SheikhThe CompTIA Linux+ Certification" book – the ultimate guide to mastering Linux system administration in preparation for the CompTIA Linux+ Certification. Whether you're a beginner or an experienced professional, this comprehensive resource is designed to equip you with the knowledge and skills needed to excel in the world of Linux.With its comprehensive coverage, this book delves into essential Linux concepts, commands, and techniques, providing you with a complete reference guide. You'll review how to customize and navigate the shell environment, write powerful scripts, configure user interfaces, perform administrative tasks, configure system services, establish network connections, and secure your system. No stone is left unturned in this in-depth exploration of Linux administration.What sets this book apart is its practical approach. Real-world scenarios and practical applications take center stage, ensuring that you not only understand the theory but also know how to apply it effectively.Troubleshooting common issues becomes second nature as you gain the skills to diagnose and resolve system problems with ease. You'll discover industry best practices and standards, enabling you to optimize systems, implement robust security measures, and adhere to compliance regulations.What You Will Learn:Linux operating systems, including installation, configuration, and management of Linux-based servers and systems. Essential administrative tasks, such as user and group management, file system administration, network configuration, and security implementation.Insights into troubleshooting common Linux issues, enabling readers to diagnose and resolve system problems effectively. Practical techniques for identifying and addressing system errors, performance bottlenecks, network connectivity issues, and other challenges that may arise in a Linux environment.Industry best practices and standards in Linux administration. System optimization, backup and recovery strategies, security practices, and adherence to compliance regulations.Who This Book is for:Administrators: This book serves as an excellent resource for individuals who are new to Linux administration and wish to develop a strong foundation in this field. They may have basic knowledge of Linux concepts or come from related IT roles and seek to expand their skills to include Linux system management.IT Professionals Transitioning to Linux: Professionals already working in the IT industry, such as system administrators or network engineers, who want to enhance their skill set and broaden their knowledge by incorporating Linux administration into their repertoire. They may have experience with other operating systems and are seeking to acquire Linux-specific skills.Experienced Linux Administrators: Seasoned Linux administrators can benefit from this book as well. It serves as a comprehensive reference guide, offering advanced topics, best practices, and insights into the latest trends and developments in the Linux ecosystem. It can be a valuable resource for expanding their expertise and staying up-to-date with industry standards.Secondary or tertiary audiences may include IT managers, system architects, or developers who work closely with Linux systems and wish to gain a deeper understanding of Linux administration. Additionally, students pursuing computer science or IT-related degrees may find the book beneficial for their coursework and career advancement.
Towards Digital and Sustainable Organisations: People, Platforms, and Ecosystems (Lecture Notes in Information Systems and Organisation #65)
by Stefano Za Alessandra Lazazzara Rocco ReinaThis book presents a collection of research papers that explore how ICT experts, managers, and policymakers can address sustainability issues in digital transformation (DT) by considering people practices, organizational processes, and platform design issues. Each chapter offers insights into how to create sustainable digital solutions that benefit both society and the environment. The diversity of views presented makes this book particularly relevant for scholars, companies, and public sector organizations. The content is based on revised versions of selected papers (original double-blind peer-reviewed contributions) presented at the annual conference of the Italian Chapter of AIS, which took place in Catanzaro, Italy, in October 2022.
Management von IT-Agilität in der IT-Funktion: Design eines Kennzahlensystems zur Messung der organsatorischen IT-Agilität (Forschung zur Digitalisierung der Wirtschaft | Advanced Studies in Business Digitization)
by Ronny-Alexander KochRonny-Alexander Koch konzentriert sich in seiner Forschung auf die IT-Agilität im organisatorischen Handlungsfeld und berücksichtigt die Aufbau- und die Ablauforganisation der IT-Funktion. Unter Anwendung der Design-Science manifestiert sich ein Artefakt in Form eines Kennzahlensystems auf Basis eines interdisziplinären Literaturreviews. Das Kennzahlensystem erfährt eine iterative Evaluation und Optimierung auf Basis einer mixed-mode Delphi-Studie und instrumentellen Fallstudien in Unternehmen verschiedener Branchen. Der gemessene organisatorische IT-Agilitätsindex offenbart signifikante Unterschiede und Verbesserungspotenziale. Das entwickelte Artefakt ermöglicht es nun erstmals dem oberen Führungskreis der IT-Funktion, die organisatorische IT-Agilität eigenständig zu messen, zu vergleichen und auf dieser Grundlage praktische Maßnahmen zur Steuerung der IT-Agilität zu ergreifen.
Digital Personality: Volume 1: Introduction
by Anand Nayyar Jagjit Singh Dhatterwal Kuldeep Singh KaswanThis book delves into the very core of our digital existence, unearthing the essence of a digital persona. It's a realm where authenticity meets multiplicity, as we decipher the nuanced art of crafting and managing our online identities. We confront issues of privacy and ethics, exploring the profound impact of our digital footprints on our lives and society. The integration of AI paves the way for an intriguing future, with predictions that challenge our understanding of self in the digital age. Welcome to a world where your digital personality is more than just data; it's a reflection of who you are and who you can be. The main goal of this book is to enable more seamless and natural human–computer interaction. This will provide better personalized experience. Further, this will influence the performance of the user, wherein they will have the support of the machines to achieve their tasks in the most efficient way. This book is the first of a kind in introducing Digital Personality. It provides an overview of the character dimensions and how state-of-the-art technologies would accommodate such a research field. It includes novel representation of character from various perspectives. It also provides instances of applications of this emerging research field.
Digital Personality: Volume 1: Introduction
by Anand Nayyar Jagjit Singh Dhatterwal Kuldeep Singh KaswanThis book delves into the very core of our digital existence, unearthing the essence of a digital persona. It's a realm where authenticity meets multiplicity, as we decipher the nuanced art of crafting and managing our online identities. We confront issues of privacy and ethics, exploring the profound impact of our digital footprints on our lives and society. The integration of AI paves the way for an intriguing future, with predictions that challenge our understanding of self in the digital age. Welcome to a world where your digital personality is more than just data; it's a reflection of who you are and who you can be. The main goal of this book is to enable more seamless and natural human–computer interaction. This will provide better personalized experience. Further, this will influence the performance of the user, wherein they will have the support of the machines to achieve their tasks in the most efficient way. This book is the first of a kind in introducing Digital Personality. It provides an overview of the character dimensions and how state-of-the-art technologies would accommodate such a research field. It includes novel representation of character from various perspectives. It also provides instances of applications of this emerging research field.
Digital Transformation in the Viral Age: 21st Workshop on e-Business, WeB 2022, Copenhagen, Denmark, December 10, 2022, Revised Selected Papers (Lecture Notes in Business Information Processing #508)
by Abhishek Kathuria Kexin Zhao Prasanna P. Karhade Devina ChaturvediThis book constitutes revised selected papers from the 21st Workshop on e-Business, WeB 2022, which took place virtually on December 10, 2022. The purpose of WeB is to provide a forum for researchers and practitioners to discuss findings, novel ideas, and lessons learned to address major challenges and map out the future directions for e-Business. The WeB 2022 theme was “Digital Transformation in the Viral Age”. The 8 full papers included in this volume were carefully reviewed and selected from a total of 31 submissions. They focus on issues, opportunities, and solutions related to e-business, digital transformation, and IT-enabled recovery in the viral age.
Probability and Statistics for Machine Learning: A Textbook
by Charu C. AggarwalThis book covers probability and statistics from the machine learning perspective. The chapters of this book belong to three categories: 1. The basics of probability and statistics: These chapters focus on the basics of probability and statistics, and cover the key principles of these topics. Chapter 1 provides an overview of the area of probability and statistics as well as its relationship to machine learning. The fundamentals of probability and statistics are covered in Chapters 2 through 5. 2. From probability to machine learning: Many machine learning applications are addressed using probabilistic models, whose parameters are then learned in a data-driven manner. Chapters 6 through 9 explore how different models from probability and statistics are applied to machine learning. Perhaps the most important tool that bridges the gap from data to probability is maximum-likelihood estimation, which is a foundational concept from the perspective of machine learning. This concept is explored repeatedly in these chapters. 3. Advanced topics: Chapter 10 is devoted to discrete-state Markov processes. It explores the application of probability and statistics to a temporal and sequential setting, although the applications extend to more complex settings such as graphical data. Chapter 11 covers a number of probabilistic inequalities and approximations. The style of writing promotes the learning of probability and statistics simultaneously with a probabilistic perspective on the modeling of machine learning applications. The book contains over 200 worked examples in order to elucidate key concepts. Exercises are included both within the text of the chapters and at the end of the chapters. The book is written for a broad audience, including graduate students, researchers, and practitioners.
Twitch (Digital Media and Society)
by Mark R. JohnsonTwitch is the leading live streaming platform in most of the world and an integral part of contemporary digital gaming culture. Millions of people broadcast their game play (as well as other activities) to over a hundred million people who regularly visit the site. In this accessible book, Mark R. Johnson offers both a synthesis of existing Twitch research and a new way to understand Twitch as a public forum for gaming. Drawing on ideas of the ancient Greek agora or public forum, Johnson demonstrates how Twitch has become the key location for game players looking to understand what is contemporary, relevant, and important in modern gaming culture. He argues that Twitch has constructed a particular kind of public forum for gaming, an understanding which emerges from analysing the platform through its technological infrastructure, its streamers and viewers, its broadcast content, and its tightly knit communities. While this forum helps shape gaming culture, it also exhibits many of gaming's existing problems with harassment and cultural exclusivity. Despite being the essential public space for contemporary gaming, Johnson shows that Twitch is far more complex than it first appears, and is currently expanding in ways that challenge this – until now – core focus. This book is essential reading for students and scholars of game studies, media studies, and anyone with an interest in the rapidly changing nature of online communication.
Visual Methods for Digital Research: An Introduction
by Sabine Niederer Gabriele ColomboOver the last decade, images have become a key feature of digital culture; at the same time, they have made a mark on a wide range of research practices.Visual Methods for Digital Research is the first textbook to bring the fields of visual methods and digital research together. Presenting visual methods for digital and participatory research, the book covers both the application of existing digital methods for image research and new visual methodologies developed specifically for digital research. It encompasses various approaches to studying digital images, including the distant reading of image collections, the close reading of visual vernaculars of social media platforms, and participatory research with visual materials. Offering a theoretical framework illustrated with hands-on techniques, Sabine Niederer and Gabriele Colombo provide compelling examples for studying online images through visual and digital means, and discuss critical data practices such as data feminism and digital methods for social and cultural research.This textbook is an accessible and invaluable guide for students and researchers of digital humanities, social sciences, information and communication design, critical data visualization and digital visual culture.
CISSP For Dummies
by Peter H. Gregory Lawrence C. MillerShowcase your security expertise with the highly regarded CISSP certification The CISSP certification, held by more than 150,000 security professionals worldwide, is the gold standard of cybersecurity certifications. The CISSP Exam certifies cybersecurity professionals and opens doors for career advancement. Fully updated and revised to reflect the 2024 ISC2 CISSP Exam Outline, CISSP For Dummies is packed with helpful content for all eight security domains. This book includes access to online study tools such as practice questions and digital flashcards, boosting your likelihood of success on the exam. Plus, you'll feel prepared and ready for test day thanks to a 60-day study plan. Boost your security career with this Dummies study guide. Review all the content covered in the latest CISSP Exam Test with confidence and achieve your certification as a cybersecurity professional Study smarter, thanks to online practice resources and a 60-day study plan Enhance your career with the in-demand CISSP certification Continue advancing your career and the profession through speaking and mentoring opportunities With up-to-date content and valuable test prep features, this book is a one-and-done resource for any cybersecurity professional studying for the CISSP exam.
Conversational Artificial Intelligence
by Romil Rawat Rajesh Kumar Chakrawarti Sanjaya Kumar Sarangi Piyush Vyas Mary Sowjanya Alamanda Kotagiri Srividya Krishnan Sakthidasan SankaranThis book reviews present state-of-the-art research related to the security of cloud computing including developments in conversational AI applications. It is particularly suited for those that bridge the academic world and industry, allowing readers to understand the security concerns in advanced security solutions for conversational AI in the cloud platform domain by reviewing present and evolving security solutions, their limitations, and future research directions. Conversational AI combines natural language processing (NLP) with traditional software like chatbots, voice assistants, or an interactive voice recognition system to help customers through either a spoken or typed interface. Conversational chatbots that respond to questions promptly and accurately to help customers are a fascinating development since they make the customer service industry somewhat self-sufficient. A well-automated chatbot can decimate staffing needs, but creating one is a time-consuming process. Voice recognition technologies are becoming more critical as AI assistants like Alexa become more popular. Chatbots in the corporate world have advanced technical connections with clients thanks to improvements in artificial intelligence. However, these chatbots’ increased access to sensitive information has raised serious security concerns. Threats are one-time events such as malware and DDOS (Distributed Denial of Service) assaults. Targeted strikes on companies are familiar and frequently lock workers out. User privacy violations are becoming more common, emphasizing the dangers of employing chatbots. Vulnerabilities are systemic problems that enable thieves to break in. Vulnerabilities allow threats to enter the system, hence they are inextricably linked. Malicious chatbots are widely used to spam and advertise in chat rooms by imitating human behavior and discussions, or to trick individuals into disclosing personal information like bank account details.
Bitcoin and Cryptocurrency Technologies: A Comprehensive Introduction
by Andrew Miller Edward Felten Arvind Narayanan Joseph Bonneau Steven GoldfederAn authoritative introduction to the exciting new technologies of digital moneyBitcoin and Cryptocurrency Technologies provides a comprehensive introduction to the revolutionary yet often misunderstood new technologies of digital currency. Whether you are a student, software developer, tech entrepreneur, or researcher in computer science, this authoritative and self-contained book tells you everything you need to know about the new global money for the Internet age.How do Bitcoin and its block chain actually work? How secure are your bitcoins? How anonymous are their users? Can cryptocurrencies be regulated? These are some of the many questions this book answers. It begins by tracing the history and development of Bitcoin and cryptocurrencies, and then gives the conceptual and practical foundations you need to engineer secure software that interacts with the Bitcoin network as well as to integrate ideas from Bitcoin into your own projects. Topics include decentralization, mining, the politics of Bitcoin, altcoins and the cryptocurrency ecosystem, the future of Bitcoin, and more.An essential introduction to the new technologies of digital currencyCovers the history and mechanics of Bitcoin and the block chain, security, decentralization, anonymity, politics and regulation, altcoins, and much moreFeatures an accompanying website that includes instructional videos for each chapter, homework problems, programming assignments, and lecture slidesAlso suitable for use with the authors' Coursera online courseElectronic solutions manual (available only to professors)
Die Effektivität von Online-Reviews in Hersteller-Online-Shops (Applied Marketing Science / Angewandte Marketingforschung)
by Katharina Elisabeth KessingOnline-Bewertungen können Einzelhändlern helfen, die Unsicherheit der Kunden vor dem Kauf zu verringern, die Conversion-Rate zu erhöhen und den Umsatz zu steigern. Aber gelten diese Vorteile auch für Hersteller und ihre eigenen Online-Shops? Auf der Grundlage sozialpsychologischer Theorien und sechs experimenteller Studien untersucht Katharina Kessing die unterschiedliche Effektivität von Online-Reviews in Hersteller- und Händler-Online-Shops und identifiziert dabei zwei gegensätzliche Effekte: Online-Reviews, die in Hersteller-Online-Shops veröffentlicht werden, werden tendenziell als manipuliert wahrgenommen, sodass Kunden dem Hersteller ein größeres kommerzielles Interesse unterstellen. Dies wirkt sich wiederum negativ auf die Kaufabsicht aus. Zweitens können Online-Reviews das Gefühl der Dankbarkeit der Kunden gegenüber dem Online-Shop verstärken, was ihre Kaufabsichten steigert. Abschließend werden zwei effektive Strategien zur Reduktion der schädlichen Auswirkungen von Online-Reviews im Hersteller-Online-Shop vorgestellt: unabhängige Quellen und multidimensionale Ratings. Die Ergebnisse können Herstellern bei der Entscheidung helfen, ob und wie sie Online-Reviews in ihren eigenen Online-Shops veröffentlichen sollten.
Smart Mobile Communication & Artificial Intelligence: Proceedings of the 15th IMCL Conference – Volume 2 (Lecture Notes in Networks and Systems #937)
by Michael E. Auer Thrasyvoulos TsiatsosInteractive mobile technologies are today the core of many—if not all—fields of society. Not only the younger generation of students expects a mobile working and learning environment. And nearly daily new ideas, technologies, and solutions boost this trend. To discuss and assess the trends in the interactive mobile field are the aims connected with the 15th International Conference on Interactive Mobile Communication, Technologies, and Learning (IMCL2023), which was held 9–10 November 2023. Since its beginning in 2006, this conference is devoted to new approaches in interactive mobile technologies with a focus on learning. Nowadays, the IMCL conferences are a forum of the exchange of new research results and relevant trends as well as the exchange of experiences and examples of good practice. Interested readership includes policy makers, academics, educators, researchers in pedagogy and learning theory, schoolteachers, learning Industry, further education lecturers, etc.
Distributed Computer and Communication Networks: 26th International Conference, DCCN 2023, Moscow, Russia, September 25–29, 2023, Revised Selected Papers (Lecture Notes in Computer Science #14123)
by Vladimir M. Vishnevskiy Konstantin E. Samouylov Dmitry V. KozyrevThis book constitutes the refereed proceedings of the 26th International Conference on Distributed Computer and Communication Networks: Control, Computation, Communications, DCCN 2023, held in Moscow, Russia, during September 25–29, 2023. The 37 full papers and 4 short papers included in this book were carefully reviewed and selected from 122 submissions. They were organized in topical sections as follows: Distributed Systems Applications; Analytical Modeling of Distributed Systems; Computer and Communication Networks.
The Digital Marketing Handbook: Create a simple strategy and grow your business online
by Alice BenhamFrom strategist, speaker and podcaster Alice Benham comes The Digital Marketing Handbook - an expert guide covering the fundamentals of marketing, filled with case studies and interviews with industry insiders.There's so much marketing expertise out there but how should people know what to listen to? How to implement it? Or where to start? By covering the fundamentals of marketing, this book will act as a north star for small business owners looking to grow. Like Alice herself, the book is honest, practical, engaging and actionable - no fluff or complication allowed - and will help you build a community, get visible and make sales. Rooted in theory but with real-life experiences and case studies from entrepreneurs who have made digital marketing work for them, the book will leave you with the clarity and systems to take your business to the next level. An indispensable resource for small business owners, freelancers, entrepreneurs and marketing students.Here's what to expect from the book:Proven and practical expertise Clear definitions (no jargon!) Quick tips Examples and case studies Insights from trusted experts Chapter summaries for easy reminders Action steps for every topic
The 21st Century in 100 Games (Games and Contemporary Culture)
by Aditya DeshbandhuThe 21st Century in 100 Games is an interactive public history of the contemporary world. It creates a ludological retelling of the 21st century through 100 games that were announced, launched, and played from the turn of the century. The book analyzes them and then uses the games as a means of entry to examine both key events in the 21st century and the evolution of the gaming industry. Adopting a tri-pronged perspective — the reviewer, the academic, and an industry observer — it studies games as ludo-narratological artefacts and resituates games in a societal context by examining how they affect and are engaged with by players, reviewers, the gaming community, and the larger gaming industry.This book will be a must read for readers interested in video games, new media, digital culture (s), culture studies, and history.
The 21st Century in 100 Games (Games and Contemporary Culture)
by Aditya DeshbandhuThe 21st Century in 100 Games is an interactive public history of the contemporary world. It creates a ludological retelling of the 21st century through 100 games that were announced, launched, and played from the turn of the century. The book analyzes them and then uses the games as a means of entry to examine both key events in the 21st century and the evolution of the gaming industry. Adopting a tri-pronged perspective — the reviewer, the academic, and an industry observer — it studies games as ludo-narratological artefacts and resituates games in a societal context by examining how they affect and are engaged with by players, reviewers, the gaming community, and the larger gaming industry.This book will be a must read for readers interested in video games, new media, digital culture (s), culture studies, and history.
Wireless Internet: 16th EAI International Conference, WiCON 2023, Athens, Greece, December 15-16, 2023, Proceedings (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering #527)
by Leandros A. Maglaras Christos DouligerisThis book constitutes the refereed post-conference proceedings of the 16th International Conference on Wireless Internet, WiCON 2023, held in Athens, Greece, in December 15-16, 2023. The 14 full papers were selected from 35 submissions and are grouped into the following topics: Wireless networks; AI/ML systems; 5G/6G networks; and Digital services.
Big Data, Artificial Intelligence, and Data Analytics in Climate Change Research: For Sustainable Development Goals (Advances in Geographical and Environmental Sciences)
by Praveen Kumar Rai Shruti Kanga Suraj Kumar Singh Gaurav Tripathi Achala ShakyaThis book explores the potential of big data, artificial intelligence (AI), and data analytics to address climate change and achieve the Sustainable Development Goals (SDGs). Furthermore, the book covers a wide range of related topics, including climate change data sources, big data analytics techniques, remote sensing, renewable energy, open data, public–private partnerships, ethical and legal issues, and case studies of successful applications. The book also discusses the challenges and opportunities presented by these technologies and provides insights into future research directions.In order to address climate change and achieve the SDGs, it is crucial to understand the complex interplay between climate and environmental factors. The use of big data, AI, and data analytics can play a vital role in this effort by providing the means to collect, process, and analyze vast amounts of environmental data. This book is an essential resource for researchers, policymakers, and practitioners interested in leveraging these technologies to tackle the pressing challenge of climate change and achieve the SDGs.
Innovations for Healthcare and Wellbeing: Digital Technologies, Ecosystems and Entrepreneurship (Contributions to Management Science)
by Tessaleno Devezas Serena Cubico Igor Ilin João Carlos Correia Leitão Evgeny SchlyakhtoVarious socio-demographic, medical, technological, and managerial trends determine the emergence and development of the concept of the “Smart Hospital”, as well as the development and implementation of appropriate complex architectural models in the management practice of medical organizations. In turn, such medical organizations require an innovative health care ecosystem to provide medically and economically efficient healthcare services. This book examines various approaches to the modern healthcare system to provide an effective internal environment for the medical organization as well as an effective external environment for better interaction with all stakeholders of the greater healthcare system. It addresses the challenges of digital technology adoption in specialized areas (e.g., cardiology, surgery, neonatology, etc.) and of the dissemination of knowledge, technology, innovation, and entrepreneurial initiatives as well as communication between stakeholders. It then explores the development of the Smart Hospital by analyzing the internal architecture of medical organizations, key factors of their transformation, architecture of IT and digital technologies and data-driven management. Finally, this book explores the ways in which entrepreneurship and entrepreneurial leadership promote innovation and well-being in different organizational contexts, with special emphasis on human resource management, intellectual capital, and abusive leadership of public, social, and business sector contexts.
How Machine Learning is Innovating Today's World: A Concise Technical Guide
by Arindam Dey Sukanta Nayak Sachi Nandan Mohanty Ranjan KumarProvides a comprehensive understanding of the latest advancements and practical applications of machine learning techniques. Machine learning (ML), a branch of artificial intelligence, has gained tremendous momentum in recent years, revolutionizing the way we analyze data, make predictions, and solve complex problems. As researchers and practitioners in the field, the editors of this book recognize the importance of disseminating knowledge and fostering collaboration to further advance this dynamic discipline. How Machine Learning is Innovating Today's World is a timely book and presents a diverse collection of 25 chapters that delve into the remarkable ways that ML is transforming various fields and industries. It provides a comprehensive understanding of the practical applications of ML techniques. The wide range of topics include: An analysis of various tokenization techniques and the sequence-to-sequence model in natural language processing explores the evaluation of English language readability using ML models a detailed study of text analysis for information retrieval through natural language processing the application of reinforcement learning approaches to supply chain management the performance analysis of converting algorithms to source code using natural language processing in Java presents an alternate approach to solving differential equations utilizing artificial neural networks with optimization techniques a comparative study of different techniques of text-to-SQL query conversion the classification of livestock diseases using ML algorithms ML in image enhancement techniques the efficient leader selection for inter-cluster flying ad-hoc networks a comprehensive survey of applications powered by GPT-3 and DALL-E recommender systems' domain of application reviews mood detection, emoji generation, and classification using tokenization and CNN variations of the exam scheduling problem using graph coloring the intersection of software engineering and machine learning applications explores ML strategies for indeterminate information systems in complex bipolar neutrosophic environments ML applications in healthcare, in battery management systems, and the rise of AI-generated news videos how to enhance resource management in precision farming through AI-based irrigation optimization. Audience The book will be extremely useful to professionals, post-graduate research scholars, policymakers, corporate managers, and anyone with technical interests looking to understand how machine learning and artificial intelligence can benefit their work.
Customer Relationship Management: Concepts, Applications and Technologies
by Stan Maklan Francis Buttle Daniel D. PriorThis highly regarded textbook provides the definitive account of Customer Relationship Management (CRM) concepts, applications, and technologies, focusing on how companies can create and maintain mutually beneficial relationships with customers.Readers will gain a thorough understanding of the conceptual foundations of CRM, see CRM in practice through illustrative case examples and exercises, and understand how to organise customer data gathering, analysis, and presentation for decision making. The book achieves these outcomes by first considering strategic CRM before moving into operational CRM and, finally, onto analytical aspects of CRM. The fifth edition has been fully updated to include: A series of new case examples to illustrate CRM within various regional and industrial contexts, including those relevant to large, medium, and small enterprises A series of new exercises and discussion questions to help readers understand CRM concepts and to support pedagogical processes, particularly in higher education environments A greater emphasis on managerial applications of CRM through new content to help guide managers An updated account of new and emerging technologies relevant to CRM Expanded coverage of customer experience (CX), customer engagement (CE), and customer journey management (CJM) Customer Relationship Management is essential reading for advanced undergraduate and postgraduate students studying CRM, Sales Management, Customer Experience Management, and Relationship Marketing, as well as executives who oversee CRM functions. Online resources include an Instructor’s Manual, chapter-by-chapter PowerPoint slides, and a bank of exam questions.