Big Data in Emergency Management: Exploitation Techniques for Social and Mobile Data - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Big Data in Emergency Management: Exploitation Techniques for Social and Mobile Data write by Rajendra Akerkar. This book was released on 2020-09-14. Big Data in Emergency Management: Exploitation Techniques for Social and Mobile Data available in PDF, EPUB and Kindle. This contributed volume discusses essential topics and the fundamentals for Big Data Emergency Management and primarily focusses on the application of Big Data for Emergency Management. It walks the reader through the state of the art, in different facets of the big disaster data field. This includes many elements that are important for these technologies to have real-world impact. This book brings together different computational techniques from: machine learning, communication network analysis, natural language processing, knowledge graphs, data mining, and information visualization, aiming at methods that are typically used for processing big emergency data. This book also provides authoritative insights and highlights valuable lessons by distinguished authors, who are leaders in this field. Emergencies are severe, large-scale, non-routine events that disrupt the normal functioning of a community or a society, causing widespread and overwhelming losses and impacts. Emergency Management is the process of planning and taking actions to minimize the social and physical impact of emergencies and reduces the community’s vulnerability to the consequences of emergencies. Information exchange before, during and after the disaster periods can greatly reduce the losses caused by the emergency. This allows people to make better use of the available resources, such as relief materials and medical supplies. It also provides a channel through which reports on casualties and losses in each affected area, can be delivered expeditiously. Big Data-Driven Emergency Management refers to applying advanced data collection and analysis technologies to achieve more effective and responsive decision-making during emergencies. Researchers, engineers and computer scientists working in Big Data Emergency Management, who need to deal with large and complex sets of data will want to purchase this book. Advanced-level students interested in data-driven emergency/crisis/disaster management will also want to purchase this book as a study guide.
Social Sensing and Big Data Computing for Disaster Management
Social Sensing and Big Data Computing for Disaster Management - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Social Sensing and Big Data Computing for Disaster Management write by Zhenlong Li. This book was released on 2020-12-17. Social Sensing and Big Data Computing for Disaster Management available in PDF, EPUB and Kindle. Social Sensing and Big Data Computing for Disaster Management captures recent advancements in leveraging social sensing and big data computing for supporting disaster management. Specifically, analysed within this book are some of the promises and pitfalls of social sensing data for disaster relevant information extraction, impact area assessment, population mapping, occurrence patterns, geographical disparities in social media use, and inclusion in larger decision support systems. Traditional data collection methods such as remote sensing and field surveying often fail to offer timely information during or immediately following disaster events. Social sensing enables all citizens to become part of a large sensor network which is low cost, more comprehensive, and always broadcasting situational awareness information. However, data collected with social sensing is often massive, heterogeneous, noisy, and unreliable in some aspects. It comes in continuous streams, and often lacks geospatial reference information. Together, these issues represent a grand challenge toward fully leveraging social sensing for emergency management decision making under extreme duress. Meanwhile, big data computing methods and technologies such as high-performance computing, deep learning, and multi-source data fusion become critical components of using social sensing to understand the impact of and response to the disaster events in a timely fashion. This book was originally published as a special issue of the International Journal of Digital Earth.
Climate Change Strategies: Handling the Challenges of Adapting to a Changing Climate
Climate Change Strategies: Handling the Challenges of Adapting to a Changing Climate - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Climate Change Strategies: Handling the Challenges of Adapting to a Changing Climate write by Walter Leal Filho. This book was released on 2023-06-01. Climate Change Strategies: Handling the Challenges of Adapting to a Changing Climate available in PDF, EPUB and Kindle. This book includes information, experiences, practical initiatives and projects around the subject matter and makes it available to a wide audience. It addresses the scientific, social, political and cultural aspects of climate change impacts and respective solutions in an integrated and coherent way. Climate change as a global phenomenon imposes new challenges for survival. Extreme weather events including heat waves, storms, droughts as well as rising sea levels, warming oceans and melting glaciers threaten people's livelihoods and communities, ecosystems and habitats. Furthermore, it affects the entire food chain and increases competition for natural resources fuelling socioeconomic tensions. The results of the latest IPCC report highlight the urgent need for combating climate change. The adaptation measures to be undertaken range across sectors, thematic fields and geographical locations. Based on this need, the book focuses on the high-quality, interdisciplinary contributions on the scientific, social, economic, political and cultural aspects of climate change challenges and solutions
Artificial Intelligence Perspective for Smart Cities
Artificial Intelligence Perspective for Smart Cities - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Artificial Intelligence Perspective for Smart Cities write by Vahap Tecim. This book was released on 2022-11-23. Artificial Intelligence Perspective for Smart Cities available in PDF, EPUB and Kindle. The concept of a "smart city" is used widely in general; however, it is hard to explain because of the complexity and multidimensionality of this notion. However, the essential qualification for being a smart city is to achieve "sustainable social, environmental, and economic development" and boost the living standards of society based on Information and Communication Technology (ICT) and Artificial intelligence (AI). AI in smart cities has become an important aspect for cities that face great challenges to make smart decisions for social well-being, particularly cybersecurity and corporate sustainability. In this context, we aim to contribute literature with a value-added approach where various AI applications of smart cities are discussed from a different perspective. First, we start by discussing the conceptual design, modeling, and determination of components for the sustainability of a smart city structure. Since smart cities operate on spatial-based data, it is important to design, operate, and manage smart city elements using Geographical Information Systems (GIS) technologies. Second, we define the structure, type, unit, and functionality of the layers to be placed on the GIS to achieve best practices based on Industry 4.0 components. Transportation is one of the key indicators of smart cities, so it is critical to make transportation in smart cities accessible for different disabled groups by using AI technologies. Third, we demonstrate what kinds of technologies should be used for which disabled groups in different transportation vehicles with specific examples. Finally, we create a discussion platform for processes and sub-processes such as waste management, emergency management, risk management, and data management for establishing smart cities including the financial and ethical aspects.
Future Role of Sustainable Innovative Technologies in Crisis Management
Future Role of Sustainable Innovative Technologies in Crisis Management - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Future Role of Sustainable Innovative Technologies in Crisis Management write by Ali, Mohammed. This book was released on 2022-04-18. Future Role of Sustainable Innovative Technologies in Crisis Management available in PDF, EPUB and Kindle. The increasing use of innovative technologies by global businesses has sparked debate about their application in crisis resolution. Resolution tools can be used by global businesses to manage various types of crisis situations, such as natural disasters, information security issues, economic downturns, health crisis situations, and sustainability issues in education, among others. Further study and consideration of the uses of technology in the areas of crisis and change management and intra-company communication practice in the context of global business must be done to ensure successful and sustainable businesses. Future Role of Sustainable Innovative Technologies in Crisis Management raises awareness of the multifaceted field of new technology in crisis management that has resulted in a paradigm shift in the way contemporary industries and global businesses communicate and conduct their daily business operations. This book defines the scope of innovative technologies as the application of new technologies to support the resolution of various types of crisis situations to achieve regulatory compliance and improved risk management in an effective and automated manner. Covering topics such as sustainable business and disaster scenarios, this reference work is ideal for managers, entrepreneurs, researchers, academicians, scholars, practitioners, instructors, and students.
