The 7 Keys To Ai
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Technical And Regulatory Perspectives On Information Retrieval And Recommender Systems
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Author : Markus Schedl
language : en
Publisher: Springer Nature
Release Date : 2024-10-23
Technical And Regulatory Perspectives On Information Retrieval And Recommender Systems written by Markus Schedl and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-23 with Computers categories.
This book provides an in-depth treatment of three important topical areas related to regulatory, ethical, and technical discussions in the context of information retrieval and recommender systems (IRRSs): (1) bias, fairness, and non-discrimination, (2) transparency and explainability, and (3) privacy and security. Sometimes referred to as trustworthiness dimensions, they are analyzed by taking an interdisciplinary perspective and incorporating views from computer science, social sciences, psychology, and law and by particularly considering the related technical challenges, societal impact, ethical considerations, and regulatory approaches. After an introduction, the book first provides an overview of recent initiatives and already operational policies to regulate AI technology and discusses them in the context of IRRSs, focusing on regulations in Europe, the US, and China. Subsequent chapters present categories of biases, their relation to fairness and non-discrimination and ways to discover and mitigate harmful biases; major facets of transparency, with a focus on explainability (including common strategies to achieve it), traceability, and auditability; and privacy and security including technical approaches to mitigate privacy risks such as anonymization techniques and encryption methods. Eventually, the last chapter provides an outlook on the grand challenges in IRRSs, such as dealing with discrepancies between formal attempts, human perception, and regulatory frameworks for trustworthy IRRSs; understanding the capabilities and limitations of existing solutions in terms of fairness, transparency, and privacy; and adopting a multistakeholder perspective when developing solutions for fair, transparent, and privacy-preserving IRRSs. The book targets a mostly technical readership and aims to equip it with the necessary understanding of the ethical implications of their research and development in IRRSs as well as of recent policy initiatives and regulatory approaches. While a basic knowledge of IRRSs is assumed to fully comprehend the more technical and algorithmic parts of the book, even a lay audience in terms of technical background should benefit from the book.
The Ai Revolution How Artificial Intelligence Is Changing Our World
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Author : Ary S.Jr.
language : en
Publisher: Ary S. Jr.
Release Date : 2025-02-17
The Ai Revolution How Artificial Intelligence Is Changing Our World written by Ary S.Jr. and has been published by Ary S. Jr. this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-17 with Technology & Engineering categories.
The AI Revolution: How Artificial Intelligence is Changing Our World" is a comprehensive guide to understanding the transformative power of artificial intelligence. From its fundamental concepts and historical evolution to its diverse applications in healthcare, finance, manufacturing, education, entertainment, and transportation, this book demystifies AI for a general audience. It explores key technologies in machine learning and deep learning, while addressing the ethical considerations, societal impacts, and future implications of this rapidly evolving field. Prepare for an AI-driven future by gaining insights into the skills and strategies available to navigate this revolutionary era, while critically assessing the potential and limitations of this groundbreaking technology. This book empowers readers to understand, adapt, and shape the world increasingly influenced by artificial intelligence.
Ai Powered Educational Games And Simulations
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Author : Munawar, Saima
language : en
Publisher: IGI Global
Release Date : 2025-06-30
Ai Powered Educational Games And Simulations written by Munawar, Saima and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-30 with Education categories.
AI is revolutionizing the educational landscape by enhancing the design and delivery of games and simulations that foster deeper learning and engagement. AI educational games and simulations combine adaptive learning technologies, language processing technology, and intelligent feedback systems to create more personalized learning experiences. These tools help create more complex concepts that are more accessible and interactive for each individual learner’s needs. AI in educational games and simulations highlights the potential to transform traditional learning environments and support diverse educational goals across age groups and disciplines. AI-Powered Educational Games and Simulations explores the transformative role of AI in modern education. This book discusses how AI is reshaping e-learning and distance learning for educators and students through games and simulations. Covering topics such as education, AI, and technology, this book is an excellent resource for researchers, academicians, educators, policymakers, faculty, pre-service teachers, instructional designers, and more.
Profiting From Artificial Intelligence
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Author : Philipp Max Hartmann
language : en
Publisher: BoD – Books on Demand
Release Date : 2020-06-15
Profiting From Artificial Intelligence written by Philipp Max Hartmann and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-06-15 with Business & Economics categories.
While Artificial intelligence is considered to be the engine of innovation and growth for years to come, little is known about the factors that secure a competitive advantage for companies using it. This thesis addresses this gap. Combining case study research and survey research, this study provides empirical evidence for the resource data as a potential source of competitive advantage but contingent to the type of offering. The study further propose data as a complementary asset that partially explains a strong increase of corporate research in the field of artificial intelligence contradictory to an overall decline of corporate science activities.
Ai Revealed
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Author : Herman Erik
language : en
Publisher: Walter de Gruyter GmbH & Co KG
Release Date : 2024-11-29
Ai Revealed written by Herman Erik and has been published by Walter de Gruyter GmbH & Co KG this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-29 with Computers categories.
This book is a guide to navigating the evolving landscape of artificial intelligence. Designed for both novices and seasoned professionals it covers a broad range of topics from fundamental ideas to innovative advancements. Readers will investigate the principles of machine learning, explore the intricacies of deep learning architectures, and discover the applications of natural language processing and computer vision. With its concise explanations and useful examples, it gives readers the knowledge and abilities they need to confidently traverse the changing field of artificial intelligence. This text also looks at real-world case studies and important ethical issues, providing insightful information about the ethical ramifications and societal effects of technology. Features: Practical applications and case studies with a section on use cases across various industries, including healthcare, finance, transportation, and retail. Actionable steps for getting started with AI include how to set up an AI development environment, learning Python for AI applications, and utilizing popular AI libraries. Resources for further study including, AI online courses, AI communities and forums, and recommended books essentially, a roadmap for continuous learning.
Lean Ai
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Author : Lomit Patel
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2020-01-30
Lean Ai written by Lomit Patel and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-01-30 with Business & Economics categories.
How can startups successfully scale customer acquisition and revenue growth with a Lean team? Out-of-the-box acquisition solutions from Facebook, Google, and others provide a good start, but the companies that can tailor those solutions to meet their specific needs, objectives, and goals will come out winners. But that hasn’t been an easy task—until now. With this practical book, author Lomit Patel shows you how to use AI and automation to provide an operational layer atop those acquisition solutions to deliver amazing results for your company. You’ll learn how to adapt, customize, and personalize cross-channel user journeys to help your company attract and retain customers—to usher in the new age of Autonomous Marketing. Learn how AI and automation can support the customer acquisition efforts of a Lean Startup Dive into Customer Acquisition 3.0, an initiative for gaining and retaining customers Explore ways to use AI for marketing purposes Understand the key metrics for determining the growth of your startup Determine the right strategy to foster user acquisition in your company Manage the increased complexity and risk inherent in AI projects
Music And Ai
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Author : Alexandra Bonnici
language : en
Publisher: Frontiers Media SA
Release Date : 2021-03-16
Music And Ai written by Alexandra Bonnici and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-03-16 with Science categories.
Cyber Security In The Age Of Artificial Intelligence And Autonomous Weapons
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Author : Mehmet Emin Erendor
language : en
Publisher: CRC Press
Release Date : 2024-11-19
Cyber Security In The Age Of Artificial Intelligence And Autonomous Weapons written by Mehmet Emin Erendor and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-19 with Computers categories.
Although recent advances in technology have made life easier for individuals, societies, and states, they have also led to the emergence of new and different problems in the context of security. In this context, it does not seem possible to analyze the developments in the field of cyber security only with information theft or hacking, especially in the age of artificial intelligence and autonomous weapons. For this reason, the main purpose of this book is to explain the phenomena from a different perspective by addressing artificial intelligence and autonomous weapons, which remain in the background while focusing on cyber security. By addressing these phenomena, the book aims to make the study multidisciplinary and to include authors from different countries and different geographies. The scope and content of the study differs significantly from other books in terms of the issues it addresses and deals with. When we look at the main features of the study, we can say the following: Handles the concept of security within the framework of technological development Includes artificial intelligence and radicalization, which has little place in the literature Evaluates the phenomenon of cyber espionage Provides an approach to future wars Examines the course of wars within the framework of the Clausewitz trilogy Explores ethical elements Addresses legal approaches In this context, the book offers readers a hope as well as a warning about how technology can be used for the public good. Individuals working in government, law enforcement, and technology companies can learn useful lessons from it.
Artificial Intelligence For Cognitive Systems Deep Learning Neuro Symbolic Integration And Human Centric Intelligence
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Author : Samit Shivadekar
language : en
Publisher: Deep Science Publishing
Release Date : 2025-06-30
Artificial Intelligence For Cognitive Systems Deep Learning Neuro Symbolic Integration And Human Centric Intelligence written by Samit Shivadekar and has been published by Deep Science Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-30 with Computers categories.
Artificial intelligence quickly changed from a theory to a practical power - it spreads through every part of modern life. As people go from specific uses to more general kinds of intelligence, they must face a main change. This change involves what machines do and how people think about intelligence. The book, Cognitive AI - From Deep Learning to Artificial General Intelligence, looks at that change. This writing serves a wide, serious group of people - it is for graduate students and researchers in artificial intelligence and cognitive science. Educators along with industry workers also read this to get a better grasp of the path from current AI systems to future cognitive architectures. We do not just list technologies. We deal with the concepts, morals, technical issues as well as societal problems that sit at the core of creating machines that think. The chapters lay out this story bit by bit; they start with basic learning systems. They move to cognitive modeling and designs. The book finishes with important questions about governance, combining fields along with how people will work in the future. Throughout the text, the reader learns about current subjects. Some of these are large language models, explaining how systems work, reasoning with symbols plus networks, the safety of general artificial intelligence, and people working with machines. I appreciate the researchers, collaborators along with students who inspired this work. The growing group of thinkers also recognizes that making intelligent systems requires scientific exactness and philosophical thought. My hope is that this book guides plus starts talks for anyone who wants AI to develop responsibly and creatively.
Economics And Finance Readings
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Author : Evan Lau
language : en
Publisher: Springer Nature
Release Date : 2024-08-27
Economics And Finance Readings written by Evan Lau and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-27 with Business & Economics categories.
This book is a compilation of the best papers presented at the 2023 edition of the Asia-Pacific Conference on Economics & Finance (APEF), which is held annually in Singapore. It presents the latest research findings in economics and finance and discusses relevant issues in today's world. The book is a useful resource for readers who want access to economics, finance and business research that focusing on the Asia-Pacific region.