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作者 Nunes, David
書名 A Practical Introduction to Human-In-the-Loop Cyber-Physical Systems
出版項 Newark : John Wiley & Sons, Incorporated, 2018
©2018
國際標準書號 9781119377788 (electronic bk.)
9781119377771
book jacket
說明 1 online resource (326 pages)
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
系列 Wiley - IEEE Ser
Wiley - IEEE Ser
附註 Cover -- Title Page -- Copyright -- Dedication -- Contents -- List of Figures -- List of Tables -- Foreword -- Preface -- Acknowledgments -- List of Abbreviations -- About the CompanionWebsite -- Chapter 1 Introduction -- 1.1 The Rise of Cyber‐Physical Systems -- 1.2 Humans as Elements of Cyber‐Physical Systems -- 1.3 Objectives and Structure -- Part I Evolution and Theory -- Chapter 2 Evolution of HiTL Technologies -- 2.1 "Things", Sensors, and the Real World -- 2.2 Human Sensing and Virtual Communities -- 2.3 In Summary... -- Chapter 3 Theory of HiTLCPSs -- 3.1 Taxonomies for HiTLCPSs -- 3.2 Data Acquisition -- 3.2.1 Humans as Sets of Sensors -- 3.2.2 Humans as Communication Nodes -- 3.3 State Inference -- 3.3.1 Human Nature -- 3.3.2 Humans as Processing Nodes -- 3.4 Actuation -- 3.4.1 Humans and Robots as Actuators -- 3.5 In Summary... -- Chapter 4 HITL Technologies and Applications -- 4.1 Technologies for Supporting HiTLCPS -- 4.1.1 Data Acquisition -- 4.1.2 State Inference -- 4.1.3 Actuation -- 4.2 Experimental Projects -- 4.2.1 HiTL in Industry and at Home -- 4.2.2 HiTL in Healthcare -- 4.2.3 HiTL in Smartphones and Social Networking -- 4.3 In Summary... -- Part II Human‐in‐the‐Loop: Hands‐On -- Chapter 5 A Sample App -- 5.1 A Sample Behavior Change Intervention App -- 5.2 The Sample App's Base Architecture -- 5.2.1 The Android App -- 5.2.2 The Server -- 5.3 Enhancing the Sample App with HiTL Emotion‐awareness -- 5.3.1 Choosing a Machine Learning Technique -- 5.3.2 Implementing Emotion‐awareness -- 5.4 In Summary... -- Chapter 6 Setting up the Development Environment -- 6.1 Installing Android Studio -- 6.2 Cloning the Android Project -- 6.3 Deploying the Server -- 6.3.1 Installing the Software and Cloning the Server's Project -- 6.3.2 Obtaining a Foursquare®'s Client ID and Client Secret -- 6.3.3 Setting up the Database
6.3.4 Deploying the Server on Tomcat 7 -- 6.4 Testing the Sample App -- 6.5 In Summary... -- Chapter 7 Data Acquisition -- 7.1 Creating the EmotionTasker -- 7.2 Processing Sensory Data -- 7.3 In Summary... -- Chapter 8 State Inference -- 8.1 Implementing a Neural Network -- 8.2 Requesting User Feedback -- 8.2.1 Creating the EmotionFeedback Activity -- 8.2.2 Implementing the EmotionSpace View -- 8.2.3 Finishing EmotionFeedback -- 8.2.4 Showing a Feedback Request Notification -- 8.3 Processing User Feedback -- 8.3.1 Processing Feedback on the EmotionTasker -- 8.3.2 Training the Neural Network -- 8.3.3 Sending Emotional Information to the Server -- 8.4 In Summary... -- Chapter 9 Actuation -- 9.1 Handling Emotions on the Server -- 9.1.1 Parsing JSON Requests -- 9.1.2 Creating the Web Interface -- 9.1.3 Creating the Server's Background Thread -- 9.1.4 Processing Incoming Emotions -- 9.1.5 Pruning Outdated Emotions -- 9.2 Finishing up EmotionTasker -- 9.2.1 Handling ANN Output -- 9.2.2 Posting New Emotion Inferences -- 9.3 Providing Positive Reinforcement -- 9.3.1 Creating a Motivational Dialog Box -- 9.3.2 Enabling the Emotion Heatmaps -- 9.4 In Summary… -- Part III Future of Human‐In‐the‐Loop Cyber‐Physical Systems -- Chapter 10 Requirements and Challenges for HiTL Applications -- 10.1 Resilience -- 10.2 Security and Privacy -- 10.3 Standard Communications -- 10.4 Localization -- 10.5 State Inference -- 10.6 Safety -- 10.7 In Summary… -- Chapter 11 Human‐in‐the‐Loop Constraints -- 11.1 Technical Limitations -- 11.2 Ethical limitations -- Appendix A EmotionTasker's full code -- References -- Index -- Supplemental Images -- EULA
Description based on publisher supplied metadata and other sources
Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2020. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries
鏈接 Print version: Nunes, David A Practical Introduction to Human-In-the-Loop Cyber-Physical Systems Newark : John Wiley & Sons, Incorporated,c2018 9781119377771
主題 Cooperating objects (Computer systems)
Human-computer interaction
Electronic books
Alt Author Boavida, Fernando
Sa Silva, Jorge
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