The book "Decision Making in Knowledge-Based Systems" by I.L. Korobov and G.V. Artemov offers a captivating and in-depth exploration of artificial intelligence and decision-making theory. This work is a true gem for anyone interested in modern technologies, data analysis methods, and the development of intelligent systems. In today’s world, where information is the primary resource, the ability to make informed decisions based on knowledge has become an essential skill. The authors, with their extensive experience in computer science and systems analysis, provide readers with a unique perspective on how knowledge can be leveraged to optimize decision-making processes. The book immerses readers in the realm of complex algorithms and models that underpin systems capable of processing vast amounts of data and extracting valuable insights. The central premise of the book is that effective decision-making is impossible without proper knowledge management. Korobov and Artemov thoroughly examine various approaches to data modeling and analysis, emphasizing methods that not only process information but also interpret it in the context of specific tasks. Readers will learn how intelligent systems are built, the algorithms that drive their functionality, and how these systems can be applied across diverse fields—from medicine to finance. This book will appeal not only to IT professionals but also to students, graduate researchers, and anyone eager to expand their understanding of contemporary analysis and decision-making methods. It is suitable for those just starting their journey in this field as well as seasoned professionals looking to deepen their knowledge and master new approaches. The topics addressed in the book cover a wide range of issues, from the philosophical foundations of decision-making to the practical aspects of developing and implementing knowledge-based systems. The authors not only share theoretical concepts but also provide real-world examples, making the material accessible and comprehensible. Readers will witness how theoretical ideas come to life and the results they can yield. Korobov and Artemov's writing style is marked by clarity and logical flow. They skillfully blend complex scientific concepts with practical examples, making the reading experience both enlightening and engaging. Their previous works also merit attention, as the authors are recognized experts in their field with numerous publications on various aspects of artificial intelligence and systems analysis. "Decision Making in Knowledge-Based Systems" is not just a book; it is a comprehensive guide to the world of intelligent technologies. It inspires reflection on how knowledge can transform our perceptions and approaches to problem-solving. If you are curious about how modern technologies can aid in making more informed decisions, this book will be an invaluable source of information and inspiration. Don’t miss the opportunity to dive into the exciting world of knowledge and technology that this book unveils. It will serve as your reliable compass in the complex and multifaceted realm of knowledge-based decision-making.