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Integration of Constraint Programming, Artificial Intelligence, and Operations Research: 21st International Conference, CPAIOR 2024, Uppsala, Sweden, May 28–31, 2024, Proceedings, Part I (Lecture Notes in Computer Science #14742)
by Bistra DilkinaThis book constitutes the proceedings of the 21st International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, CPAIOR 2024, held in Uppsala, Sweden, during May 28–31, 2024. The 33 full papers and the 9 short papers presented in the proceedings were carefully reviewed and selected from a total of 104 submissions. The content of the papers focus on new techniques or applications in the area and foster the integration of techniques from different fields dealing with large and complex problems.
Machine Learning for Networking: 6th International Conference, MLN 2023, Paris, France, November 28–30, 2023, Revised Selected Papers (Lecture Notes in Computer Science #14525)
by Selma Boumerdassi Éric Renault Paul MühlethalerThis book constitutes the refereed proceedings of the 6th International Conference on Machine Learning for Networking, MLN 2023, held in Paris, France, during November 28–30, 2023. The 18 full papers included in this book were carefully reviewed and selected from 34 submissions. The conference aims at providing a top forum for researchers and practitioners to present and discuss new trends in machine learning, deep learning, pattern recognition and optimization for network architectures and services.
Random Variables for Scientists and Engineers (Synthesis Lectures on Engineering, Science, and Technology)
by Ramalingam Shanmugam Rajan ChattamvelliThis book provides an introductory overview of random variables and their transformations. The authors approach the topic with statistics students in mind, along with researchers in various fields who are interested in data analysis. The book begins with by defining and explaining mathematical expectation. The authors then discuss transformations of random variables, including distribution functions and special functions. The book also covers joint probability distribution and its applications. The authors have updated and expanded upon their writing on these topics, which they originally covered in their previous book, Statistics for Scientists and Engineers.
Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing: Volume 17 (Studies in Computational Intelligence #1153)
by Roger LeeThis book reports state-of-the-art results in Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing. This edited book presents original papers on both theory and practice. It addresses foundations, state-of-the-art problems and solutions, and crucial challenges.
Geo-Environmental Hazards using AI-enabled Geospatial Techniques and Earth Observation Systems (Advances in Geographic Information Science)
by Jung-Sup Um Tanupriya Choudhury Bappaditya Koley Anindita Nath Atul Kumar PatidarThis edited collection provides a comprehensive exploration of cutting-edge ideas, approaches, simulations, evaluations of risk, and systems that enhance the practicality of current geospatial technologies for reducing hazard risks. The various sections within this book delve into subjects such as the foundational principles of Earth Observation Systems (EOS) and geospatial methodologies. Additionally, the text serves as an advisory resource on the collaborative use of satellite-derived data and artificial intelligence to track and alleviate geo-environmental threats. The volume imparts extensive understanding regarding geo-environmental dangers and their analysis via EOS along with geospatial strategies. It encompasses key hazard-related themes including coastal degradation, predisposition to landslides, mapping vegetation coverages, tropical storm patterns, soil depletion due to erosion processes, vulnerability to rapid or extended flooding events, variations in oceansurface temperatures alongside chlorophyll-a levels; it also addresses assessments related to groundwater reserves and quality measures as well as sustainable management practices for watersheds that support community livelihoods—all through leveraging AI-integrated geospatial tools in conjunction with earth observation technologies. Furthermore, this work engages in discourse about systems designed for mitigating these ecological challenges sustainably. Scholars engaged in research activities; educational professionals; those involved in landscape design; engineers working at ground level; individuals responsible for policy-making—all who are concerned with geo-environmental hazards or associated domains—will find valuable insights within these pages.
Human Privacy in Virtual and Physical Worlds: Multidisciplinary Perspectives (Technology, Work and Globalization)
by Mary C. Lacity Lynda CoonThis open-access book is premised on the belief that understanding and protecting privacy requires a multidisciplinary approach. The editors of this contributed book believe that privacy is a ‘wicked problem’ because of its social complexity. In the modern world, political, social, and technological structures increasingly violate human privacy in physical and virtual spaces. Our behaviors are surveilled, captured, and monetized—often without our knowledge. Contributors are experts from diverse fields, including anthropology, architecture, data science, engineering, history, information systems, library sciences, medicine, philosophy, and supply chain management, each writing for an explicitly interdisciplinary readership. Privacy as a concept is a moving target across the globe, morphing and transforming historically from one epoch to the next. By moving beyond the limitations of a single disciplinary lens, this book aims at a richer, more comprehensive, and more lasting analysis. This collection is of great interest to students and scholars of diverse backgrounds studying human privacy.
Applied Artificial Intelligence 2: The Second Serbian International Conference on Applied Artificial Intelligence (SICAAI) (Lecture Notes in Networks and Systems #999)
by Nenad FilipovićThe book Applied Artificial Intelligence 2: Medicine, Biology, Chemistry, Financial, Games, Engineering is providing exceptional chapters of the state-of-the-art research knowledge and results on the innovative theories, methodology and applications of artificial intelligence and its sub-domain like deep learning, machine learning in different areas such as medicine, economy, education, law, smart city, government, industry etc. Innovative research ideas on how to solve problems using artificial intelligence, both in R&D and real-time applications are presented. Chapters describe the advanced prototypes, systems, methodologies, tools and techniques and general survey papers, which indicate future directions. These Chapters are extended papers from the Second Serbian International Conference on Applied Artificial Intelligence (SICAAI), which was held in Kragujevac, Serbia, on May 19-20, 2023
HCI in Games: 6th International Conference, HCI-Games 2024, Held as Part of the 26th HCI International Conference, HCII 2024, Washington, DC, USA, June 29–July 4, 2024, Proceedings, Part I (Lecture Notes in Computer Science #14730)
by Xiaowen FangThis book constitutes the refereed proceedings of the 6th International Conference on HCI in Games, held as part of the 26th International Conference, HCI International 2024, which took place in Washington DC, USA, during June 29 - July 4, 2024. The total of 1271 papers and 309 posters included in the HCII 2024 proceedings was carefully reviewed and selected from 5108 submissions. The two volume set of HCI-Games 2024 proceedings were organized in the following topical sections: Volume 14730: Part I: Game Design and Gamification; Part II: Game-based Learning; Part III: Games and Artificial Intelligence Volume 14731: Part I: Advancing Education Through Serious Games; Part II: Player Experience and Engagement
Emerging Technologies in Business: Innovation Strategies for Competitive Advantage
by Andrei O. J. Kwok Pei-Lee TehThis book is a collection of studies that explores the adoption, applications, and implications of emerging technologies in business. Given that emerging technologies have the potential to significantly disrupt and transform existing business models, the premise is to demonstrate how theories are translated into practice. Readers will gain insights into operating processes and business models, the diffusion of innovation in business and industry, and how humans interact with emerging technologies.
Advances in Risk and Reliability Modelling and Assessment: Proceedings of 5th International Conference on Reliability Safety and Hazard (ICRESH 2024) (Lecture Notes in Mechanical Engineering)
by Prabhakar V. Varde Gopika Vinod N. S. JoshiThis book presents the proceedings of the 5th International Conference on Reliability Safety & Hazard-2024, held in Mumbai during February 21–24, 2024. It covers the latest advances in artificial intelligence and machine learning in development of risk-conscious culture. Various topics covered in this volume are reliability prediction, precursor event analysis, fuzzy reliability, structural reliability, passive system reliability, digital system reliability, risk-informed approach to decision making, dynamic PSA, uncertainty and sensitivity modeling, among others. The book is a valuable resource for researchers and professionals working in both academia and industry in the areas of complex systems, safety-critical systems, and risk-based engineering.
9th European Medical and Biological Engineering Conference: Proceedings of EMBEC 2024, June 9-13, 2024, Portorož, Slovenia, Volume 1 (IFMBE Proceedings #112)
by Samo Mahnič-Kalamiza Tomaž Jarm Rok ŠmercThis book informs on new trends, challenges, and solutions, in the multidisciplinary field of biomedical engineering. It covers traditional topics in biomechanics and biomedical signal processing, as well as recent trends relating to the applications of artificial intelligence and machine learning methods in medicine and biology, and to bioengineering education. Gathering the second volume of the proceedings of the 9th European Medical and Biological Engineering Conference (EMBEC 2024), held on June 9-13, 2024, in Portorož, Slovenia, this book bridges fundamental and clinically-oriented research, emphasizing the role of translational research in biomedical engineering. It aims at inspiring and fostering communication and collaboration between engineers, physicists, biologists, physicians and other professionals dealing with cutting-edge themes in and advanced technologies serving the broad field of biology and healthcare.
Screening by International Aid Organizations Operating in the Global South: Mitigating Risks of Generosity
by Beata ParagiAid organizations usually embrace the idea of digitalization, both in terms of using diverse technologies and processing data digitally for improving their services, making their operations more efficient and even mitigating various risks. While digital fundraising, the use of biometric ID systems or digitalized cash and voucher assistance enjoys widespread attention both in academic and practitioner circles, it is less known how aid organizations navigate between counterterrorism legislations and data protection laws in technical terms. Limiting the discussion to the EU General Data Protection Regulation and by conceptualizing screening — commonly used to prevent the use of donor money for illicit purposes, money-laundering, terrorism finance or corruption — as a data processing operation conducted by larger international aid organizations operating in the Global South, this book focuses on the matter of ‘transparency’ and ‘right to information’ being at the nexus ofsurveillance studies and privacy studies. By means of legal and social science methods, it simultaneously explores screening in light of classic surveillance and analyses whether opacity around screening by NGOs (data controllers) is in line with the spirit of European Union data protection regime from the perspective of individuals (data subjects). In so doing, Paragi also contributes to the discussion on the politics of transparency and highlights the dilemmas and challenges aid organizations operating in authoritarian regimes or conflict settings may face.
Social Media in Health Care: A Guide to Creating Your Professional Digital Presence
by Mona Shattell Melissa Batchelor Rebecca DarmocA practical, essential guide to social media for health care professionals, Social Media in Health Care equips readers with the skills to build their online brand, share their professional knowledge with a wider audience, and become a trusted source of information and thought leader in their field.Authors Mona Shattell, Melissa Batchelor, and Rebecca Darmoc explain the principles behind building a respected digital presence and developing meaningful online connections, while providing practical tips for navigating the five major social media platforms: Twitter, LinkedIn, Facebook, Instagram, and YouTube. Everyone from health care students to the most seasoned professionals will benefit from the 3C’s Framework outlined in the book: Consume, Contribute, and Create.Social Media in Health Care can be read cover to cover or used as quick reference guide. Topics include: Exercises for novice, intermediate, and advanced users Best practices for consuming, sharing, and creating content Tips for readers to build their social media presence and professional brand Recommendations for using digital platforms to expand professional networks Patient privacy concerns and how to avoid ethical pitfalls Social media can start conversations and serve as an open line of communication between peers, the public, and patients. Social Media in Health Care guides members of the medical community in how to use social media to help educate the public and specific patient communities about health care and health policy, make connections with industry leaders and peers, and enhance their professional reputation.
Social Media in Health Care: A Guide to Creating Your Professional Digital Presence
A practical, essential guide to social media for health care professionals, Social Media in Health Care equips readers with the skills to build their online brand, share their professional knowledge with a wider audience, and become a trusted source of information and thought leader in their field.Authors Mona Shattell, Melissa Batchelor, and Rebecca Darmoc explain the principles behind building a respected digital presence and developing meaningful online connections, while providing practical tips for navigating the five major social media platforms: Twitter, LinkedIn, Facebook, Instagram, and YouTube. Everyone from health care students to the most seasoned professionals will benefit from the 3C’s Framework outlined in the book: Consume, Contribute, and Create.Social Media in Health Care can be read cover to cover or used as quick reference guide. Topics include: Exercises for novice, intermediate, and advanced users Best practices for consuming, sharing, and creating content Tips for readers to build their social media presence and professional brand Recommendations for using digital platforms to expand professional networks Patient privacy concerns and how to avoid ethical pitfalls Social media can start conversations and serve as an open line of communication between peers, the public, and patients. Social Media in Health Care guides members of the medical community in how to use social media to help educate the public and specific patient communities about health care and health policy, make connections with industry leaders and peers, and enhance their professional reputation.
5G Edge Computing: Technologies, Applications and Future Visions
by Qing Li Shangguang Wang Ao Zhou Xiao Ma Mengwei Xu Yuanzhe LiEdge computing has been identified as one of the key technologies for 5G networks and beyond due to two prominent advantages: low network latency and reduced core network load. By empowering cloud capabilities and IT service environments at the network edge, edge computing can well support applications of 5G and beyond, such as augmented/virtual reality (AR/VR), vehicular network (ultra-reliable low-latency communication services)，Internet of Things (massive machine type communication services), and mobile high-definition video (enhanced mobile broadband services). Therefore, edge computing has attracted the attention of both industry and academia since its emergence. This book highlights the progress of 5G edge computing in both industry and academia according to our long-term efforts, including the current practice of public edge providers, the research process of edge computing from academia, the integration of edge computing with 5G, and the future visions of edge computing in the 6G era. From this book, the readers can benefit from: (1) the first comprehensive measurement study on a leading public edge platform, NEP (next-generation edge platform); 2) a clear and in-depth introduction of the key technologies of 5G edge computing; (3) the latest progress of 5G-integrated edge computing; and (4) pioneering exploration of 6G edge computing based on Tiansuan constellation – an open satellite-terrestrial integrated platform. Both the researchers from academia or practitioners from industry can benefit significantly from this book.
Geographical Information Systems Theory, Applications and Management: 9th International Conference, GISTAM 2023, Prague, Czech Republic, April 25–27, 2023, Revised Selected Papers (Communications in Computer and Information Science #2107)
by Cédric Grueau Armanda Rodrigues Lemonia RagiaThis book constitutes the refereed post-proceedings of the 9th International Conference on Geographical Information Systems Theory, Applications and Management, GISTAM 2023, held in Prague, Czech Republic during April 25–27, 2023. The 6 full papers included in this book were carefully reviewed and selected from 37 submissions. They focus on challenges in geo-spatial data sensing, observation, representation, processing, visualization, sharing and managing, in all aspects concerning both information communication and technologies (ICT) as well as management information systems and knowledge-based systems.
Von der Natur inspirierte intelligente Datenverarbeitungstechniken in der Bioinformatik
by Khalid RazaDieses Buch umfasst und beschäftigt sich mit den jüngsten Fortschritten und modernsten Anwendungen von naturinspirierten Computertechniken (NIC) im Bereich der Bioinformatik und der Computerbiologie, die die medizinischen Wissenschaften bei verschiedenen klinischen Anwendungen unterstützen können. Dieser Sammelband befasst sich mit den grundlegenden Anwendungen, dem Umfang und den Zukunftsperspektiven von NIC-Techniken in der Bioinformatik, einschließlich der Erstellung von Genomprofilen, der Klassifizierung von Genexpressionsdaten, der DNA-Berechnung, der System- und Netzwerkbiologie, der Lösung von Komplikationen bei personalisierten Therapien, der antimikrobiellen Resistenz bei bakteriellen Krankheitserregern und der computergestützten Entwicklung von Arzneimitteln, deren Entdeckung und Therapie. Darüber hinaus wird die Rolle von NIC-Techniken bei verschiedenen Krankheiten und Störungen behandelt, einschließlich Krebserkennung und -diagnose, Brustkrebs, Erkennung von Lungenkrankheiten, Krankheits-Biomarkern und Identifizierung potenzieller Therapeutika.
Autonomous Vehicles and Civil Liability in a Global Perspective: Liability Law Study across the World in relation to SAE J3016 Standard for Driving Automation (Data Science, Machine Intelligence, and Law #3)
by Hans Steege Ilaria Amelia Caggiano Maria Cristina Gaeta Benjamin Von BodungenIn the automotive sector, digitalisation, connectivity and automation are rapidly expanding. In tomorrow’s vehicles, human beings will merely be passengers – which raises a host of complex legal issues regarding accidents involving self-driving vehicles. This book is the first to offer a comprehensive, global overview of civil liability regimes for all levels of vehicle automation in jurisdictions that represent some of the most important markets for the automotive industry. After a technical introduction to how self-driving cars work, the individual chapters analyse the liability for driving automation at SAE J3016 levels 0 through 5 from a country-specific perspective. All chapters were written by experts in the field and follow a uniform legal structure. Hence, the book offers an essential comparative analysis of similarities and differences in the jurisdictions examined, while also providing suggestions for future legislative changes at the national and international level. The book is not only relevant for legal scholars and practitioners but will also be of particular interest to anyone involved in the design, manufacture, distribution and operation of self-driving vehicles.
Advances in Knowledge Discovery and Data Mining: 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2024, Taipei, Taiwan, May 7–10, 2024, Proceedings, Part IV (Lecture Notes in Computer Science #14648)
by Vincent S. Tseng Jerry Chun-Wei Lin Xing Xie Jian Pei De-Nian Yang Jen-Wei HuangThe 6-volume set LNAI 14645-14650 constitutes the proceedings of the 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2024, which took place in Taipei, Taiwan, during May 7–10, 2024. The 177 papers presented in these proceedings were carefully reviewed and selected from 720 submissions. They deal with new ideas, original research results, and practical development experiences from all KDD related areas, including data mining, data warehousing, machine learning, artificial intelligence, databases, statistics, knowledge engineering, big data technologies, and foundations.
A Human-Centered Perspective of Intelligent Personalized Environments and Systems (Human–Computer Interaction Series)
by Marko Tkalčič Panagiotis Germanakos Bruce Ferwerda Mark GrausThis book investigates the potential of combining the more quantitative - data-driven techniques with the more qualitative - theory-driven approaches towards the design of user-centred intelligent systems. It seeks to explore the potential of incorporating factors grounded in psychological theory into adaptive/intelligent routines, mechanisms, technologies and innovations. It highlights models, methods and tools that are emerging from their convergence along with challenges and lessons learned. Special emphasis is placed on promoting original insights and paradigms with respect to latest technologies, current research trends, and innovation directions, e.g., incorporating variables derived from psychological theory and individual differences in adaptive intelligent systems so as to increase explainability, fairness, and transparency, and decrease bias during interactions while the control remains with the user.
Cyber Crisis Management: Das Praxishandbuch zu Krisenmanagement und Krisenkommunikation
by Holger KaschnerCyber-Attacken und IT-Pannen bedrohen jede Organisation. Die Zwischenfälle häufen sich und bilden oft den Auftakt zu komplexen, existenzgefährdenden Krisen. Dieses Buch hilft nicht nur bei ihrer Bewältigung, sondern auch bei der Vorbereitung auf und Prävention von Cyber-Krisen. Praxisnah aufgebaut, ist es für Krisenstabsmitglieder, Kommunikatoren, Security-, IT- und Datenschutzexperten im Alltag bestens geeignet. Mit zahlreichen Abbildungen und Checklisten.
Grundlagen des Cloud Computing: Eine nichttechnische Einführung
by Anders LisdorfUnabhängig davon, wo sich Ihr Unternehmen auf dem Weg in die Cloud befindet, ist der Wechsel in die Cloud in den kommenden Jahren unvermeidlich. Die Cloud wird kommen und bleiben, und jetzt ist der beste Zeitpunkt, um optimale Strategien zu entwickeln, um die Vorteile zu nutzen und die Risiken zu minimieren. Cloud Computing Basics ist der praktische, leicht zugängliche Einstiegspunkt, den Sie gesucht haben.Sie erhalten eine Einführung in die Grundlagen des Cloud Computing und in alle fünf großen Cloud-Plattformen. Der Autor Anders Lisdorf stellt sicher, dass Sie sich ein grundlegendes Cloud-Vokabular aneignen und lernen, wie Sie die von den verschiedenen Anbietern verwendeten Fachbegriffe übersetzen können. Die Nutzung der wirtschaftlichen und sicherheitstechnischen Vorteile, die die Cloud bietet, kann für jedes Unternehmen sehr unterschiedlich aussehen, und Lisdorf nutzt sein Fachwissen, um Ihnen zu helfen, Ihre Strategie entsprechend anzupassen.Grundlagen des Cloud Computing ist dazu da, Ihr Unternehmen in die Zukunft zu führen. Ganz gleich, ob Sie ein Anfänger auf diesem Gebiet sind oder eine technische Führungskraft, die den Wandel in Ihrem Unternehmen ankurbelt - dieses Buch bietet wichtige Einblicke in die Einführung der Cloud und ihre Vorteile für unser modernes digitales Zeitalter. Lassen Sie sich nicht abhängen und legen Sie sich die Grundlagen des Cloud Computing noch heute in Ihr Bücherregal.Was Sie lernen werdenVerstehen, was die Cloud ist und wie sie sich von herkömmlichen On-Premise-Lösungen unterscheidetSie erwerben ein grundlegendes Cloud-Vokabular und lernen, wie Sie es mit den Begriffen der verschiedenen Anbieter vergleichenSie kennen die wichtigsten Komponenten der Cloud und wissen, wie sie genutzt werdenSie kennen die Anbieter auf dem Cloud-Markt, ihre Stärken und Schwächen und wissen, was Sie von ihnen erwarten können.die optimale Cloud-Lösung auf den Unternehmenskontext abstimmenUntersuchung verschiedener Ansätze zur Cloud-Einführung und der Kontexte, in denen sie geeignet sind, damit Sie bestimmen können, wie Ihr Unternehmen den größten Nutzen aus der Cloud ziehen kannFür wen ist dieses Buch gedacht?Ein allgemeines Geschäftspublikum, das sich über die Grundlagen des Cloud Computing informieren möchte, um fundierte Gespräche mit technischen Fachleuten und Anbietern führen zu können. Das Buch richtet sich an alle, die ein tieferes Verständnis dafür entwickeln möchten, was die Cloud ist, woher sie kommt und wie sie sich in Zukunft auf jedes Unternehmen auswirken wird. Ein Grundverständnis der Informationstechnologie ist hilfreich, aber nicht erforderlich.
The Humble Art of Journal Editing
by Robert M. DavisonThe publication of scholarly research is both a major driver of social progress and a significant industry in its own right. Scholarly research is the focus of attention for countless numbers of scholars globally and a key measure of scholarly excellence. Much has been written about the conduct of research that is designed to help scholars attain appropriate standards of rigor and relevance, and indeed craft their research outputs in ways appropriate for different venues, notably as journal articles, conference papers, book chapters, and books. However, although scholarly researchers fulfill roles other than as authors, for instance as journal reviewers and editors, there is a dearth of consolidated information about the nature of editorial work. Drawing on over two decades of experience in editing scholarly journals, the author offers a more systematic guide to scholarly journal editing.The book begins with an introduction to the art of scholarly journal editing,the nature of that art (Chapter 1), and an examination of editorial promulgation of cultural values of scholarly journals with an emphasis on responsible research (Chapter 2). Chapter 3 examines the many issues associated with sourcing content, and opines on the novelty, breadth, and depth of research, including discussions of indigenous theorization, serendipity, iconoclastic research, and the value of special issues. Chapter 4 deals with the review process and offers advice for formulating effective reviewer guidelines that lead to constructive and developmental advice for authors. The next two chapters discuss the audience of the journal as well as publisher relations. Finally, the book is concluded with thoughts and recommendations about emerging challenges, such as the ethics of AI tools (like ChatGPT), predatory journals, and the open-access movement.Offering a practical guide to editing scholarly journals, this book will be a key resource for scholars making the leap from researcher to editor, regardless of discipline.
ICT: Proceedings of ICTCS 2023, Volume 1 (Lecture Notes in Networks and Systems #908)
by Amit Joshi Mufti Mahmud Roshan G. Ragel S. KartikThis book contains best selected research papers presented at ICTCS 2023: Eighth International Conference on Information and Communication Technology for Competitive Strategies. The conference will be held in Jaipur, India during 8 – 9 December 2023. The book covers state-of-the-art as well as emerging topics pertaining to ICT and effective strategies for its implementation for engineering and managerial applications. This book contains papers mainly focused on ICT for computation, algorithms and data analytics and IT security. The work is presented in five volumes
African Artificial Intelligence: Discovering Africa's AI Identity
by Mark NasilaArtificial intelligence (AI) is upending life, work, and play as we know it, and it's only just getting started. The rise of AI is a milestone on par with the discovery of fire, the invention of the wheel, and the creation of the internet. In short, AI is going to change everything. For some, that's an exciting prospect. For others, it's terrifying. However you feel about AI, there's no escaping it, whether you're in a global metropolis or a farmer in rural KwaZulu-Natal. Dr Mark Nasila has been watching AI's ascent for over a decade, studying its effects on everything from agriculture and aviation to healthcare, education, entertainment, crime prevention, energy management, policy creation, finance, and anything in between, and applying them to his role at one of South Africa's most successful financial institutions, First National Bank, a division of FirstRand Group. African Artificial Intelligence is a comprehensive and fascinating journey, tracing the rise of AI and its evolution into the emerging technology underpinning all others – from connected devices and smart chatbots to the metaverse. Mark combines unexpected use cases and tales of cutting-edge innovation with a unique and potent argument: harnessing AI to solve Africa's problems requires embracing it from an African perspective. African nations can't afford to simply import AI solutions from afar. Instead, Mark contends, they need to rework, remix, and refine AI so it's able to meet uniquely African challenges in uniquely African ways, and to take advantage of the once-in-a-generation opportunity AI represents for every industry, sector, and person, everywhere.