هوش مصنوعی و کاربردهای آن

The advancement of technology, its uses and how they influence on people have generated a great impact on today's society. This book intends to expand our knowledge on the subject and better understand the current state of the art in this field. It is something we have to be aware of, since it is increasingly present in our lives. We must understand the new technologies in order to use them correctly and optimize them in the future. The problem that certain jobs can be replaced by machines, generates a change in the way of human thinking and doing, which must adopt these technologies and trained to use them. In this book, the changes to the world caused by the use of Artificial Intelligence and Machine Learning are investigated. It investigates the impact of the use of artificial intelligence in everyday life, emphasizing technologies such as Artificial Intelligence, Machine Learning and Deep Learning. In recent years, advances in these areas have influenced considerably the technology as we know it, are opening doors to new possibilities that once seemed unimaginable. Cover 1 Title Page 5 Copyright 6 ABOUT THE AUTHORS 7 TABLE OF CONTENTS 9 Glossary 13 List of Figures 17 List of Abbreviations 19 Preface 21 Chapter 1 Introduction 23 1.1. Artificial Neural Networks (ANN) 27 1.2. The Definition of Artificial Intelligence (AI) 34 1.3. Types of Artificial Intelligence (AI) 35 1.4. Applications of Artificial Intelligence (AI) 36 1.5. The Problems of Artificial Intelligence (AI) 38 1.6. Basic Notions and Notations 39 1.7. Artificial Intelligence (AI) in A Historical Context 44 1.8. Meaning of AI 47 1.9. Expert Systems 50 Chapter 2 General Concepts of Information Storage 55 2.1. Information Systems (IS) 57 2.2. Definition of Information Storage 60 2.3. The Structure of Information Storage 69 2.4. Architecture of Information Storage 71 2.5. Operations in Information Storage 73 2.6. Data Transformation and Metadata 75 2.7. Data Flow 77 2.8. Information Storage Uses 78 2.9. Advantages and Disadvantages of Information Storage 80 2.10. Example of Information Storage 80 2.11. Additional Considerations 82 2.12. Exceptions In The Information Storage 83 Chapter 3 Production Process for Information Storage 85 3.1. Organization 86 3.2. The Development 89 3.3. The Implementation 105 3.4. Evaluation 107 Chapter 4 Software in an Information Storage 111 4.1. Query And Reporting Tools 112 4.2. Multidimensional Database (Mddbs) Tools/Olap Data 113 4.3. Data Mining Tools 114 4.4. Ann Applied To The Field of Specialized Literature 116 4.5. Applications of ANN 118 Chapter 5 Artificial Intelligence and Its Impacts on Business 131 5.1. Business Processes and Business Decisions 132 5.2. Technical Impacts of Information Storage 133 Chapter 6 Web Tracking System for Undergraduate College Career Based on Artificial Intelligence 137 6.1. Information Systems (IS) 138 6.2. Expert Systems 141 6.3. Monitoring Information Systems (IS) 144 6.4. Quality Indicators For Higher Education 147 6.5. Web Methodologies 151 Chapter 7 Thought, Creativity, and Machines 155 7.1. The Artificial Creativity 159 7.2. Machines and Consciousness 163 7.3. Applications of Artificial Intelligence (AI) In Everyday Life 168 7.4. AI and Society 169 7.5. Impacts of Using Machines To Perform Human Tasks 169 7.6. Changes Generated by Artificial Intelligence (AI) in the Way People Make 170 Chapter 8 The Future of AI Technology 179 8.1. The Future In The Area of Health 180 8.2. Conclusive Remarks 184 Bibliography 187 Index 193 Back Cover 198