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Social Media in Disaster Response focuses on how emerging social web tools provide researchers and practitioners with new opportunities to address disaster communication and information design for participatory cultures. Both groups, however, currently lack research toolkits for tracing participant networks across systems; there is little understanding of how to design not just for individual social web sites, but how to design across multiple systems. Given the volatile political and ecological climate we are currently living in, the practicality of understanding how people communicate during disasters is important both for those researching solutions and for those putting that research into practice. Social Media in Disaster Response addresses this situation by presenting the results of a large-scale sociotechnical usability study on crisis communication in the vernacular related to recent natural and human-made crisis; this is an analysis of the way social web applications are transformed, by participants, into a critical information infrastructure in moments of crisis. This book provides researchers with methods, tools, and examples for researching and analyzing these communication systems while providing practitioners with design methods and information about these participatory communities to assist them in influencing the design and structure of these communication systems.
The field of data mining has made significant and far-reaching advances over the past three decades. Because of its potential power for solving complex problems, data mining has been successfully applied to diverse areas such as business, engineering, social media, and biological science. Many of these applications search for patterns in complex structural information. In biomedicine for example, modeling complex biological systems requires linking knowledge across many levels of science, from genes to disease. Further, the data characteristics of the problems have also grown from static to dynamic and spatiotemporal, complete to incomplete, and centralized to distributed, and grow in their scope and size (this is known as big data). The effective integration of big data for decision-making also requires privacy preservation. The contributions to this monograph summarize the advances of data mining in the respective fields. This volume consists of nine chapters that address subjects ranging from mining data from opinion, spatiotemporal databases, discriminative subgraph patterns, path knowledge discovery, social media, and privacy issues to the subject of computation reduction via binary matrix factorization.
Although recent global disasters have clearly demonstrated the power of social media to communicate critical information in real-time, its true potential has yet to be unleashed. Social Media, Crisis Communication, and Emergency Management: Leveraging Web 2.0 Technologies teaches emergency management professionals how to use social media to improve emergency planning, preparedness, and response capabilities. It provides a set of guidelines and safe practices for using social media effectively across a range of emergency management applications. Explaining how emergency management agencies can take advantage of the extended reach these technologies offer, the book supplies cutting-edge methods for leveraging these technologies to manage information more efficiently, reduce information overload, inform the public, and ultimately save lives. Filled with real-world examples and case studies, it is an ideal self-study resource. Its easy-to-navigate structure and numerous exercises also make it suitable for courses at both the undergraduate and graduate levels. From crowdsourcing and digital volunteers to mapping and collective intelligence, Social Media, Crisis Communication, and Emergency Management: Leveraging Web 2.0 Technologies facilitates a clear understanding of the essential principles of social media. Each chapter includes an example of a local-level practitioner, organization, or agency using social media that demonstrates the transformative power of social media in the real world. The book also includes numerous exercises that supply readers with models for building their own social media sites and groups—making it a must-read for anyone who wants to learn more about the communication and information structures supported by social media. Visit the author’s homepage: http://sites.google.com/site/conniemwhite/Home
Following an earlier NRC workshop on public response to alerts and warnings delivered to mobile devices, a related workshop was held on February 28 and 29, 2012 to look at the role of social media in disaster response. This was one of the first workshops convened to look systematically at the use of social media for alerts and warnings-an event that brought together social science researchers, technologists, emergency management professionals, and other experts on how the public and emergency managers use social media in disasters.In addition to exploring how officials monitor social media, as well as the resulting privacy considerations, the workshop focused on such topics as: what is known about how the public responds to alerts and warnings; the implications of what is known about such public responses for the use of social media to provide alerts and warnings to the public; and approaches to enhancing the situational awareness of emergency managers. Public Response to Alerts and Warnings Using Social Media: Report of a Workshop on Current Knowledge and Research Gaps summarizes presentations made by invited speakers, other remarks by workshop participants, and discussions during parallel breakout sessions. It also points to potential topics for future research, as well as possible areas for future research investment, and it describes some of the challenges facing disaster managers who are seeking to incorporate social media into regular practice.
Social media is invaluable during crises like natural disasters, but difficult to analyze. This book shows how computer science can help.
This book analyzes recent advances, trends, challenges and potentials of the role of media in disaster risk reduction. Collaboration, co-design and co-delivery with other stakeholders in science technology, private sectors, and civil society are found to be effective in reaching people and communities. The media is considered to be of utmost importance in all phases of disasters, before, during and after, with different types of media having different proactive roles to play in disaster risk reduction. Before disasters, they play essential roles not only in bringing early warning to people but also in enhancing their perception of the need to take action. At during- and post-disaster response recovery phases, community radio and social media are the key. These necessitate a resilient media infrastructure as the core of uninterrupted coverage. Media literacy has become an important issue for several stakeholders, including governments. In addition, more focus is placed on media governance to look at the priorities of disaster risk reduction initiatives within the media. All of these are considered to lead to trust in the media, which further improves people’s disaster response actions based on information from the media, before and during disasters. Covering different aspects of media, this book is a valuable source for students, researchers, academics, policy-makers and development practitioners.
Emerging social media and so-called Web 2.0 technologies will continue to have a great impact on the practice and application of the emergency management function in every public safety sector. Disasters 2.0: The Application of Social Media Systems for Modern Emergency Management prepares emergency managers and first responders to successfully apply social media principles in the operations, logistics, planning, finance, and administrative aspects of any given disaster. Using real-life examples of domestic and international disasters, the book reveals how social media has quickly become a powerful tool for both providing emergency instruction to the public in real time and allowing responding agencies to communicate among themselves in crisis. A definitive and comprehensive source, the book explores topics such as: Social media basics Citizen journalism Strategic implementation Safety and responsibility Monitoring and analytics Operational implementation Geolocation systems Crowdsourcing Public notification Mobile and other emerging technologies Each chapter begins with a list of objectives and includes a collection of case examples of social media use in past events. Practitioner profiles show real people implementing the technology for real solutions. Demonstrating how to effectively apply social media technology to the next crisis, this is a must-read book for those charged with disaster management and response.
This volume offers a wealth of interdisciplinary approaches to artificial intelligence, machine learning and optimization tools, which contribute to the optimization of urban features towards forming smart, sustainable, and livable future cities. Special features include: New research on the design of city elements and smart systems with respect to new technologies and scientific thinking Discussions on the theoretical background that lead to smart cities for the future New technologies and principles of research that can promote ideas of artificial intelligence and machine learning in optimized urban environments The book engages students and researchers in the subjects of artificial intelligence, machine learning, and optimization tools in smart sustainable cities as eminent international experts contribute their research results and thinking in its chapters. Overall, its audience can benefit from a variety of disciplines including, architecture, engineering, physics, mathematics, computer science, and related fields.
Communications are key to the success of disaster mitigation, preparedness, response, and recovery. Accurate information disseminated to the general public, to elected officials and community leaders, as well as to the media, reduces risk, saves lives and property, and speeds recovery. Disaster Communications in a Changing Media World, Second Edition, provides valuable information for navigating these priorities in the age of evolving media. The emergence of new media like the Internet, email, blogs, text messaging, cell phone photos, and the increasing influence of first informers are redefining the roles of government and media. The tools and rules of communications are evolving, and disaster communications must also evolve to accommodate these changes and exploit the opportunities they provide. Disaster Communications in a Changing Media World, Second Edition, illuminates the path to effective disaster communication, including the need for transparency, increased accessibility, trustworthiness and reliability, and partnerships with the media. Includes case studies from recent disasters including Hurricane Sandy, the 2011 tsunami in Japan, and the Boston Marathon bombings Demonstrates how to use blogs, text messages, and cell phone cameras, as well as government channels and traditional media, to communicate during a crisis Examines current social media programs conducted by FEMA, the American Red Cross, state and local emergency managers, and the private sector Updated information in each chapter, especially on how social media has emerged as a force in disaster communications
The contemporary world is characterized by the massive use of digital communication platforms and services that allow people to stay in touch with each other and their organizations. On the other hand, it is also a world with great challenges in terms of crisis, disaster, and emergency situations of various kinds. Thus, it is crucial to understand the role of digital platforms/services in the context of crisis, disaster, and emergency situations. Digital Services in Crisis, Disaster, and Emergency Situations presents recent studies on crisis, disaster, and emergency situations in which digital technologies are considered as a key mediator. Featuring multi- and interdisciplinary research findings, this comprehensive reference work highlights the relevance of society’s digitization and its usefulness and contribution to the different phases and types of risk scenarios. Thus, the book investigates the design of digital services that are specifically developed for use in crisis situations and examines services such as online social networks that can be used for communication purposes in emergency events. Highlighting themes that include crisis management communication, risk monitoring, digital crisis intervention, and smartphone applications, this book is of particular use to governments, institutions, corporations, and professionals who deal with crisis, disaster, and emergency scenarios, as well as researchers, academicians, and students working in fields such as communications, multimedia, sociology, political science, and engineering.