Current state of art in artificial intelligence and ubiquitous cities / / Rita Yi Man Li, Kwong Wing Chau and Daniel Chi-wing Ho, editors

• Pubblicazione: Singapore : , : Springer-Verlag, , [2022]; ©2022
• Descrizione fisica: 1 online resource (206 pages)
• Disciplina: 303.4834
• Soggetto topico: Cities and towns; Artificial intelligence - Social aspects
• Persona (resp. second.): ChauK. W (Kwong Wing); HoDaniel Chi-wing; LiRita Yi Man
• Nota di bibliografia: Includes bibliographical references.
• Nota di contenuto: Intro -- Contents -- 1 Artificial Intelligence for Heritage Conservation: A Case Study of Automatic Visual Inspection System -- 1 Introduction -- 2 AI for Heritage Conservation -- 2.1 Various Application Areas of AI for Heritage Conservation -- 2.2 Various Techniques of AI for Heritage Conservation -- 3 Development of Automatic Inspection System -- 3.1 Research Method -- 3.2 About Deep Learning Model: Faster R-CNN -- 3.3 Dataset Preparation -- 3.4 Training, Testing and Validation -- 4 AI-Based Heritage Conservation in Ubiquitous Cities: The Way Forward -- 5 Conclusion -- References -- 2 Smart Cities, Grids, Homes and the Workforce: Challenges and Prospects -- 1 Introduction -- 2 Smartness in Ubiquitous Cities -- 2.1 Smart Grids and Smart Homes: Evolution Enablers -- 2.2 Smart Grids and Smart Homes: Applications of Enablers -- 2.3 Smart Grids and Smart Homes: Direct Benefits for Users -- 3 Smart Labour -- 3.1 Challenges -- 3.2 Built Environment Workers -- 4 Conclusion -- References -- 3 Artificial Intelligence Robot Safety: A Conceptual Framework and Research Agenda Based on New Institutional Economics and Social Media -- 1 Introduction -- 2 Literature Review -- 2.1 Applications of AI in Built Environments -- 2.2 Ethical and Responsible AI: Safety Liability -- 2.3 AI Safety Legal Issue -- 2.4 Deviations Between the Implemented Policies and Regulations, and the Needs of the Public -- 2.5 New Institutional Economics, Formal and Informal Institutions -- 2.6 Social Media and Policy Making -- 3 Research Method -- 3.1 Systematic Literature Review -- 3.2 Social Media Text and Data Mining -- 3.3 Court Cases, Legislation, and Policy Study -- 3.4 Piecewise Structural Equation Modelling -- 3.5 Case Studies -- 4 Academic, Practical and Policy Contributions -- References. ; 4 The Impact of Artificial Intelligence Educational Robots in the Field of Education: a PRISMA Review -- 1 Introduction -- 2 Research Purpose and Research Question -- 3 Literature Review -- 3.1 Educational Robotics -- 3.2 Artificial Intelligence Robots in Education -- 3.3 Sub-Topic Discussion -- 4 Research Method -- 4.1 Systematic Literature Review -- 4.2 Theoretical Framework -- 4.3 Analysis Methods and Data Sources -- 5 Research Results -- 6 Conclusion -- References -- 5 Classification of Construction Accident Court Cases Via Natural Language Processing in Hong Kong -- 1 Introduction -- 2 Literature Review -- 2.1 Natural Language Processing -- 2.2 Construction Accident Compensation Court Cases Analysis -- 3 Research Method and Results: Classifying Legal Document Using Artificial Intelligence -- 4 Conclusion -- References -- 6 Smart Home, Robots, and Robotic Arms for Elderly and Disabled Persons: A Lab Experiment Research Agenda -- 1 Introduction -- 2 Literature Review -- 2.1 Smart Home and Robotics for the Disabled Persons -- 2.2 Smart Home Appliances for the Elderly -- 3 Proposed Smart Home Lab and Smart Home Gadgets for the Elderly and Disabled Persons -- 4 Smart Home Robots -- 5 Robotic Arm -- 6 Smart Home Facilities Provided for the Elderly in the Community -- 7 Conclusion -- References -- 7 Predicting Housing Price in Beijing Via Google and Microsoft AutoML -- 1 Introduction -- 2 Literature Review -- 3 Data Source and Variables -- 4 Model Selection -- 5 Research Result -- 6 Conclusions and Implications -- References -- 8 AI Object Detection, Holographic Hybrid Reality and Haemodynamic Response to Construction Site Safety Risks -- 1 Introduction -- 2 Literature Review -- 2.1 Computer Vision -- 2.2 Holographic Hybrid Reality for Knowledge Sharing -- 2.3 Haemodynamic Responses to Decision-Making -- 2.4 Episodic Memory of Knowledge Sharing. ; 3 Previous Research Methods -- 3.1 Computer Vision for Object Detections -- 3.2 Holographic Hybrid Reality -- 3.3 Haemodynamic Response and Neuroimaging -- 4 Conclusion -- 4.1 Academic Significance -- 4.2 Practical Significance -- References -- 9 Predicting Housing Prices in Hong Kong Based on AI Interpreted Sentiment in Social Media, Health and Sustainability Factors: A White-box AutoML Research Agenda -- 1 Introduction -- 2 Literature Review -- 2.1 Different Types of Sentiment Proxies Impact Housing Price -- 2.2 Health and Housing Prices -- 2.3 Sustainability and Housing Prices -- 2.4 The Impact of Precarious Social Events on Housing Prices -- 2.5 The Impact of the Number of years Left on a Land Lease on Housing Prices -- 3 Research Method -- 3.1 Housing Price Prediction and Auto-Machine Learning (AutoML) -- 3.2 H2O Explainable AutoML for Prediction -- 3.3 Efficacy and Accuracy of the Model Comparison -- 3.4 Remote Sensing for Measuring the Urban Heat Island Effect -- 3.5 Data -- 3.6 Contributions and Implications of the Research Framework -- References -- 10 A Review on Sustainable Smart Homes and Home Automation in TMall, Baidu and Know the Topic: Big Data Analytics Approach -- 1 Introduction -- 1.1 Smart Home Concept -- 1.2 Smart Home Automation -- 1.3 The Bottleneck of the Development of Home Automation -- 2 Big Data Analysis Method -- 3 Research Results -- 3.1 Purpose -- 3.2 Data Sources -- 3.3 Analysis Process -- 4 Conclusion -- References -- 11 State of the Art Research in Artificial Intelligence and Ubiquitous City -- 1 Background of Our Inter-Institutional Development Scheme Project -- 2 Contents of the Seminars and Workshops -- 2.1 Virginia Dignum -- 2.2 Michael Batty -- 2.3 Rob Kitchin -- 2.4 Miroslaw Skibniewski -- 2.5 Simon Beecham -- 2.6 George Boustras -- 2.7 Simon Fong -- 2.8 Professor Tan Yigitcanlar -- 2.9 Zuo Jian. ; 2.10 Mark Fox -- 2.11 John Macintyre -- 2.12 Thad Starner -- 2.13 Dementri Terzopoulos -- 2.14 Xiaoguang Yue -- 2.15 Patrick Wang -- 2.16 Add on Workshop and summary of all the seminars and workshops -- 3 Conclusion -- 3.1 The Latest Development Trends, Prospects and Challenges in AI and U-city -- 3.2 AI and Ubiquitous Tools that Can Be Used in Research Projects -- 3.3 The Current State of Art Applications of AI for U-city -- References.
• Titolo autorizzato: Current state of art in artificial intelligence and ubiquitous cities
• ISBN: 981-19-0737-4
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910568277203321
• Lo trovi qui: Univ. Federico II