Digital Transformation with AI and Smart Servicing Technologies for Sustainable Rural Development
This book introduces and demonstrates the state-of-the art research and development in tackling sustainable urban and rural integration, supported by digitalization and digital transformation in rural areas with Industry 4.0/5.0 technologies.
| Otros Autores: | , , |
|---|---|
| Formato: | Libro electrónico |
| Idioma: | Inglés |
| Publicado: |
Boca Raton, FL :
CRC Press
[2024]
|
| Edición: | First edition |
| Materias: | |
| Ver en Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009869111506719 |
Tabla de Contenidos:
- Cover
- Half Title
- Title Page
- Copyright Page
- Table of Contents
- About the Editors
- List of Contributors
- Chapter 1 Introduction to Sustainable Urban and Rural Integration
- 1.1 The Rapid Urbanization and Sustainability Issues
- 1.2 Need for Integrating Urban and Rural Development for All Ages and Social Classes
- 1.3 Key Challenges in Sustainable Urban and Rural Integration
- 1.4 Strategic Solutions
- 1.5 Highlights of the Book Features
- References
- Chapter 2 Crowdsourcing and Crowdsensing as Smart Rural Service Platform Technology
- 2.1 Introduction
- 2.1.1 Needs for Smart Rural Service Platform
- 2.1.2 Definitions of Service Design and Smart Servicing
- 2.1.3 Crowdsourcing and Crowdsensing as Smart Rural Service Platform
- 2.1.4 Mobile Crowdsensing Applications
- 2.2 Crowdsourcing Technology for Service Design and Crowd-Based Service Outsourcing
- 2.2.1 Crowdsourcing Concept
- 2.2.2 Crowdsourcing System
- 2.2.3 Crowdsourcing Technologies for Service Design
- 2.3 Crowdsensing and Crowdsourcing for Smart City/Village-Case Study
- 2.3.1 Case Study-Crowdsourcing Platform for Rural Farming
- 2.3.2 Crowdsensing for Collective Decision-Making
- 2.4 Summary
- References
- Chapter 3 Integrating Crowdsourcing and Digital Twin Technologies for Smart Service Design and Servicing Platform
- 3.1 Introduction
- 3.2 Digital Twin and Its Relationship to Digital Shadow and Digital Tread
- 3.3 Digital Twin Framework for Smart City
- 3.4 Service-Oriented Platform Development Supported by Digital Twin-Case Study
- 3.4.1 Industrial Background and Requirements
- 3.4.2 The Service-Oriented Hybrid DT and Digital Thread Conceptual Model
- 3.4.3 The Architecture of the DT Platform Prototype
- 3.4.4 Implementation of Service Provider Coordination Mechanism on the Platform.
- 3.5 Evaluation of the Developed Platform Based on the Case Study 'Heat as a Service'
- 3.5.1 Service Appointment
- 3.5.2 Service Crowdsourcing and Recommendation
- 3.5.3 Service Contract
- 3.5.4 Service Evaluation
- 3.6 Summary
- References
- Chapter 4 Digital Technologies for Inclusive Healthy Ageing
- 4.1 Introduction
- 4.1.1 Case Study 1: Smart Retail Service Design for Older Customers
- 4.1.2 Case Study 2: Smart Textile Design for Health and Social Care
- 4.1.3 Case Study 3: An Inclusive Home Design for Older People
- 4.2 Overview
- 4.2.1 Demographic Change
- 4.2.2 Features of Older People
- 4.2.3 Inclusive Design for Ageing
- 4.2.4 Digital Transformation
- 4.2.5 Digital Technologies for Healthy Ageing
- 4.3 Cast Study
- 4.3.1 Inclusive Smart Retail Service Design for Older People
- 4.3.2 Smart Textile Design for Healthy Ageing
- 4.3.3 Inclusive Home Design for Healthy Ageing
- 4.4 Summary
- References
- Chapter 5 Smart Rural Services for Managing Plant Diseases, Livestock, and Medical Care
- 5.1 Introduction to Rural Development Challenges and Solutions
- 5.2 Cashmere Goats Identification and Management
- 5.2.1 Overview
- 5.2.2 Cashmere Goats Identification with Deep Learning
- 5.2.3 Discussions for Future Development
- 5.2.4 Intelligent Management Platform for Goats
- 5.3 Plant Disease Detection
- 5.3.1 Overview
- 5.3.2 Deep Learning-Based Plant Disease Detection Methods
- 5.3.3 Mobile App-Based Disease Detection Application System
- 5.4 Virtual Surgery Training System
- 5.4.1 Overview
- 5.4.2 Virtual Surgery Theory and Techniques
- 5.4.3 Virtual Surgery Visualization and Interactive System
- 5.5 Face Disease Identification and Diagnosis
- 5.5.1 Overview
- 5.5.2 Face Disease Recognition Theory Technology
- 5.5.3 Network Model Visualization
- 5.5.4 Face Disease Visualization and Analysis Interface.
- 5.6 Summary
- References
- Chapter 6 Sustainable Mental Health Services for Rural Schools
- 6.1 Introduction
- 6.1.1 Mental Health of Rural Adolescents is Worrying
- 6.1.2 The Shortage of Rural Mental Health Resources
- 6.1.3 Sustainable Mental Health Service Model
- 6.2 Mental Health Screening
- 6.2.1 Description of Mental Health General Screening and Special Screening
- 6.2.2 Service Pattern of Mental Health Screening
- 6.2.3 Case Study of Conducting Mental Health General Screening in Rural Areas
- 6.3 Multimodal Observation
- 6.3.1 Unique Functions of Multimodal Observation
- 6.3.2 How to Observe Mental Status with a "Wristband"
- 6.4 Intervention
- 6.4.1 Group Counseling
- 6.4.2 Self-Adapted Mental Course Design System
- 6.5 Apply Advanced Technologies in Rural Schools
- 6.5.1 Improve Traditional Mental Screening with Advanced Intelligent Techniques
- 6.5.2 Future Implications of Multimodal Tools in Mental Health
- 6.5.3 Implement Psychological Intervention by Telepsychology
- References
- Chapter 7 Smart Building
- 7.1 Introduction to Smart Building
- 7.1.1 Definition of Smart Building
- 7.1.2 Features of Smart Buildings
- 7.1.3 Development of Smart Buildings
- 7.2 Toward a More Perceptive Smart Building
- 7.2.1 Overview
- 7.2.2 A Solution to Multisource Sensing Data Fusion for Smart Building
- 7.2.3 Leveraging the Perception in Real Time
- 7.3 National Speed Skating Oval: A Case Study
- 7.3.1 Overview
- 7.3.2 Multisensory Data Collection and Storage
- 7.3.3 Devices Monitoring and Visualization
- 7.3.4 Improvements on Ice State and Energy Predicting
- 7.3.5 Regulation Strategy for Ice-Making and Cooling System
- 7.4 Discussion on Smart Home for Rural Areas
- References
- Chapter 8 Natural and Emotional Interaction Techniques with AI for Smart Services
- 8.1 Introduction.
- 8.2 User-Oriented Service with Affective Computing
- 8.2.1 Overview
- 8.2.2 EEG-based Affective Computing
- 8.2.3 Affective Visualization in HCI
- 8.2.4 Application of Affective Computing in Smart Service
- 8.3 Sketch-based Interfaces in Smart Service
- 8.3.1 Overview
- 8.3.2 Multimodal Semantics Modeling for Sketch
- 8.3.3 Case Study - Sketch-based Interactive Application in Smart Service
- 8.3.4 Summary
- References
- Chapter 9 Home-based Electric Generator Design for Remote Rural Areas with Thermoelectric Generation Technology
- 9.1 Introduction
- 9.1.1 Research Background
- 9.1.2 Research Content and Innovation
- 9.2 Research Method
- 9.2.1 Performance-based Design
- 9.2.2 Form-finding Design
- 9.3 Design Method
- 9.3.1 Digital Geometry
- 9.3.2 Digital Geometry Materialization
- 9.4 Case Study: Thermoelectric Power Generation Furnace Design
- 9.4.1 Basic Design
- 9.4.2 Design Optimization
- 9.5 Summary and Future Work
- 9.5.1 Research Summary
- 9.5.2 Future Work for Optimization
- References
- Index.
