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What Can Data And Analytics Tell Us About Covid 19

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What Can Data and Analytics Tell Us About COVID 19

What Can Data and Analytics Tell Us About COVID 19  Book
Author : Soraya Sedkaoui, PhD
Publisher : Elsevier
Release : 2021-06
ISBN : 9780323810562
Language : En, Es, Fr & De

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Book Description :

Throughout history, data and analytics have had a profound impact on human health-including isolating the source of London's cholera epidemic in the 1850s and promotion of new routine practices such as hand washing following the Crimean War. What Can Data and Analytics Tell Us About COVID-19? explores the power of analytics to shed light on the novel coronavirus that has threatened the health and economic welfare of people across the globe. This text familiarizes readers with different concepts related to data science, big data technology, and the various applications of machine learning algorithms for analyzing the available data on the global problem related to COVID-19. Covers how different methods, techniques, and powerful tools of data science and machine learning can be utilized to analyze and understand COVID-19. Features chapters on machine learning algorithms and patterns for COVID-19, data visualization and COVID-19 geography, patterns of confirmed cases, and more. Includes ample case studies. Consolidates today's available information on this timely topic into a single, convenient resource.

Handbook of Research on the Impacts and Implications of COVID 19 on the Tourism Industry

Handbook of Research on the Impacts and Implications of COVID 19 on the Tourism Industry Book
Author : Demir, Mahmut,Dalg?ç, Ali,Ergen, Fatma Do?anay
Publisher : IGI Global
Release : 2021-06-25
ISBN : 1799882330
Language : En, Es, Fr & De

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Book Description :

The tourism sector has been deeply affected particularly in economic terms by the COVID-19 pandemic. This crisis has led to new practices and radical changes. Scientists emphasize that mankind will face pandemics more frequently in the forthcoming years. Thus, it is important to understand the negative impacts the COVID-19 pandemic had on the tourism sector as well as the measures that were and are being put in place to protect the industry during future outbreaks. The Handbook of Research on the Impacts and Implications of COVID-19 on the Tourism Industry is a comprehensive reference source that reflects upon the evaluations of the experienced and ongoing pandemic crisis in the context of the tourism sector. The positive and negative effects experienced by tourism employees and tourists are examined, and post-pandemic processes and business practices are evaluated. Covering topics including consumer rights in tourism, dynamic changes in the tourism industry, and employment in tourism, this book is suitable for travel agencies, restaurateurs, hotel managers, brand managers, marketers, advertisers, managers, executives, hospitality personnel, policymakers, government officials, tourism practitioners, students, academicians, and researchers seeking the latest sustainable policies and practices that are being utilized to increase the productivity of the tourism sector and will allow it to thrive in the years to come.

Information and Communication Technologies in Tourism 2021

Information and Communication Technologies in Tourism 2021 Book
Author : Wolfgang Wörndl
Publisher : Springer Nature
Release : 2021-10-16
ISBN : 303065785X
Language : En, Es, Fr & De

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Book Description :

Download Information and Communication Technologies in Tourism 2021 book written by Wolfgang Wörndl, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Online Learning Analytics

Online Learning Analytics Book
Author : Jay Liebowitz
Publisher : CRC Press
Release : 2021-12-14
ISBN : 1000539008
Language : En, Es, Fr & De

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Book Description :

"In our increasingly digitally enabled education world, analytics used ethically, strategically, and with care holds the potential to help more and more diverse students be more successful on higher education journeys than ever before. Jay Liebowitz and a cadre of the fields best ‘good trouble’ makers in this space help shine a light on the possibilities, potential challenges, and the power of learning together in this work." —Mark David Milliron, Ph.D., Senior Vice President and Executive Dean of the Teachers College, Western Governors University Due to the COVID-19 pandemic and its aftereffects, we have begun to enter the "new normal" of education. Instead of online learning being an "added feature" of K–12 schools and universities worldwide, it will be incorporated as an essential feature in education. There are many questions and concerns from parents, students, teachers, professors, administrators, staff, accrediting bodies, and others regarding the quality of virtual learning and its impact on student learning outcomes. Online Learning Analytics is conceived on trying to answer the questions of those who may be skeptical about online learning. Through better understanding and applying learning analytics, we can assess how successful learning and student/faculty engagement, as examples, can contribute towards producing the educational outcomes needed to advance student learning for future generations. Learning analytics has proven to be successful in many areas, such as the impact of using learning analytics in asynchronous online discussions in higher education. To prepare for a future where online learning plays a major role, this book examines: Data insights for improving curriculum design, teaching practice, and learning Scaling up learning analytics in an evidence-informed way The role of trust in online learning. Online learning faces very real philosophical and operational challenges. This book addresses areas of concern about the future of education and learning. It also energizes the field of learning analytics by presenting research on a range of topics that is broad and recognizes the humanness and depth of educating and learning.

Digital Transformation and Emerging Technologies for Fighting COVID 19 Pandemic Innovative Approaches

Digital Transformation and Emerging Technologies for Fighting COVID 19 Pandemic  Innovative Approaches Book
Author : Aboul Ella Hassanien
Publisher : Springer Nature
Release : 2021-10-16
ISBN : 3030633071
Language : En, Es, Fr & De

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Book Description :

Download Digital Transformation and Emerging Technologies for Fighting COVID 19 Pandemic Innovative Approaches book written by Aboul Ella Hassanien, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Applied Data Analysis for Urban Planning and Management

Applied Data Analysis for Urban Planning and Management Book
Author : Alasdair Rae,Cecilia Wong
Publisher : SAGE
Release : 2021-09-25
ISBN : 1529736358
Language : En, Es, Fr & De

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Book Description :

With contributions from academics across the globe, this book showcases how you can use data analysis for better and more effective urban planning and management.

The Future of the Policy Sciences

The Future of the Policy Sciences Book
Author : Anis B. Brik,Leslie A. Pal
Publisher : Edward Elgar Publishing
Release : 2021-06-25
ISBN : 1800376480
Language : En, Es, Fr & De

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Book Description :

This forward-thinking book examines the future of public policy as a discipline, both as it is taught and as it is practiced. Critically assessing the limits of current theories and approaches, leading scholars in the field highlight new models and perspectives.

Competing in the Age of AI

Competing in the Age of AI Book
Author : Marco Iansiti,Karim R. Lakhani
Publisher : Harvard Business Press
Release : 2020-01-07
ISBN : 1633697630
Language : En, Es, Fr & De

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Book Description :

"a provocative new book" -- The New York Times AI-centric organizations exhibit a new operating architecture, redefining how they create, capture, share, and deliver value. Marco Iansiti and Karim R. Lakhani show how reinventing the firm around data, analytics, and AI removes traditional constraints on scale, scope, and learning that have restricted business growth for hundreds of years. From Airbnb to Ant Financial, Microsoft to Amazon, research shows how AI-driven processes are vastly more scalable than traditional processes, allow massive scope increase, enabling companies to straddle industry boundaries, and create powerful opportunities for learning--to drive ever more accurate, complex, and sophisticated predictions. When traditional operating constraints are removed, strategy becomes a whole new game, one whose rules and likely outcomes this book will make clear. Iansiti and Lakhani: Present a framework for rethinking business and operating models Explain how "collisions" between AI-driven/digital and traditional/analog firms are reshaping competition, altering the structure of our economy, and forcing traditional companies to rearchitect their operating models Explain the opportunities and risks created by digital firms Describe the new challenges and responsibilities for the leaders of both digital and traditional firms Packed with examples--including many from the most powerful and innovative global, AI-driven competitors--and based on research in hundreds of firms across many sectors, this is your essential guide for rethinking how your firm competes and operates in the era of AI.

Omni Channel Retail and the Supply Chain

Omni Channel Retail and the Supply Chain Book
Author : Paul Myerson
Publisher : CRC Press
Release : 2020-11-25
ISBN : 1000264440
Language : En, Es, Fr & De

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Book Description :

The days of going to the local department store to buy a television, view the options available and make a purchase, now seem "quaint." The emergence of the internet, smart phones, social media, and other technologies has opened a world of new options for consumers (and businesses) to review, research, and buy online with an ever-increasing array of delivery options. The emergence of e-commerce has resulted in what is commonly known today as "omni-channel" marketing, in which customers engage with companies in a variety of ways, including in a physical store, online via websites and mobile apps. This process puts the supply chain "front and center" as consumers are increasingly demanding and browse, buy, and return goods through various channels and not just the traditional "brick and mortar" way. To accomplish this with high levels of service while remaining profitable, requires real-time visibility of inventory across the supply chain and a single view of the consumer as they continuously move from one channel to another. While this is a boon to consumers, it has made the already complex global supply chain even more challenging to manage. On top of that, the 2020 Covid19 Pandemic has accelerated this omni-channel retail trend as consumers need even more ways to order and additional options for last mile delivery, such as curbside pickup. Covid19 has exposed the lack of flexibility and readiness resulting in shortages of everything from toilet paper and meats to "PPE" (personal protective equipment) and ventilators, due to a variety of capacity and inventory allocation issues. It has been a real-life example of the "bullwhip effect", where variability at the consumer end of the supply chain results in increased variability as you go upstream towards distributors, manufacturers, and suppliers. This results in shortages, misallocation, and increased costs. No longer can a manufacturer, distributor, or retailer of consumer products just "fill the pipeline" and wait for orders to come in. Now they must anticipate the various purchase and delivery items, while at the same time minimize costs. To do this is no easy task, requiring a Lean, agile, and responsive supply chain. Until now, there was no existing "playbook" for organizations to navigate their way through this new world. This book describes the impact of omni-channel marketing on the supply chain and logistics functions, and is intended to help management meet the needs of not only today’s ever-changing world but to anticipate what may be required in the future to achieve superior customer service, profitability, and a competitive advantage.

Computational Intelligence Methods in COVID 19 Surveillance Prevention Prediction and Diagnosis

Computational Intelligence Methods in COVID 19  Surveillance  Prevention  Prediction and Diagnosis Book
Author : Khalid Raza
Publisher : Springer Nature
Release : 2020
ISBN : 9811585342
Language : En, Es, Fr & De

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Book Description :

The novel coronavirus disease 2019 (COVID-19) pandemic has posed a major threat to human life and health. This book is beneficial for interdisciplinary students, researchers, and professionals to understand COVID-19 and how computational intelligence can be used for the purpose of surveillance, control, prevention, prediction, diagnosis, and potential treatment of the disease. The book contains different aspects of COVID-19 that includes fundamental knowledge, epidemic forecast models, surveillance and tracking systems, IoT- and IoMT-based integrated systems for COVID-19, social network analysis systems for COVID-19, radiological images (CT, X-ray) based diagnosis system, and computational intelligence and in silico drug design and drug repurposing methods against COVID-19 patients. The contributing authors of this volume are experts in their fields and they are from various reputed universities and institutions across the world. This volume is a valuable and comprehensive resource for computer and data scientists, epidemiologists, radiologists, doctors, clinicians, pharmaceutical professionals, along with graduate and research students of interdisciplinary and multidisciplinary sciences

COVID 19

COVID 19 Book
Author : Debora MacKenzie
Publisher : Hachette UK
Release : 2020-06-05
ISBN : 0349128340
Language : En, Es, Fr & De

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Book Description :

'Excellent . . . analyses clearly and authoritatively how the coronavirus pandemic played out, what governments should have done, and what we need to do when it happens again - as it undoubtedly will' Financial Times 'You could not hope for a better guide to the pandemic world order than Debora MacKenzie, who's been on this story from the start. This is an authoritative yet readable explanation of how this catastrophe happened - and more important, how it will happen again if we don't change' Tim Harford, author of The Undercover Economist, Adapt and Messy 'This definitely deserves a read - the first of the post mortems by a writer who knows what she's talking about' Laura Spinney, author of Pale Rider: The Spanish Flu of 1918 and How It Changed the World In a gripping, accessible narrative, a veteran science journalist lays out the shocking story of how the COVID-19 coronavirus pandemic happened and how to make sure this never happens again Over the last 30 years of epidemics and pandemics, we learned every lesson needed to stop this coronavirus outbreak in its tracks. We heeded almost none of them. The result is a pandemic on a scale never before seen in our lifetimes. In this captivating, authoritative, and eye-opening book, science journalist Debora MacKenzie lays out the full story of how and why it happened: the previous viruses that should have prepared us, the shocking public health failures that paved the way, the failure to contain the outbreak, and most importantly, what we must do to prevent future pandemics. Debora MacKenzie has been reporting on emerging diseases for more than three decades, and she draws on that experience to explain how COVID-19 went from a potentially manageable outbreak to a global pandemic. Offering a compelling history of the most significant recent outbreaks, including SARS, MERS, H1N1, Zika, and Ebola, she gives a crash course in Epidemiology 101--how viruses spread and how pandemics end--and outlines the lessons we failed to learn from each past crisis. In vivid detail, she takes us through the arrival and spread of COVID-19, making clear the steps that governments knew they could have taken to prevent or at least prepare for this. Looking forward, MacKenzie makes a bold, optimistic argument: this pandemic might finally galvanize the world to take viruses seriously. Fighting this pandemic and preventing the next one will take political action of all kinds, globally, from governments, the scientific community, and individuals--but it is possible. No one has yet brought together our knowledge of COVID-19 in a comprehensive, informative, and accessible way. But that story can already be told, and Debora MacKenzie's urgent telling is required reading for these times and beyond. It is too early to say where the COVID-19 pandemic will go, but it is past time to talk about what went wrong and how we can do better.

Entrepreneurship and Big Data

Entrepreneurship and Big Data Book
Author : Meghna Chhabra,Rohail Hassan,Amjad Shamim
Publisher : CRC Press
Release : 2021-09-30
ISBN : 1000455696
Language : En, Es, Fr & De

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Book Description :

The digital age has transformed business opportunities and strategies in a resolutely practical and data-driven project universe. This book is a comprehensive and analytical source on entrepreneurship and Big Data that prospective entrepreneurs must know before embarking upon an entrepreneurial journey in this present age of digital transformation. This book provides an overview of the various aspects of entrepreneurship, function, and contemporary forms. It covers a real-world understanding of how the entrepreneurial world works and the required new analytics thinking and computational skills. It also encompasses the essential elements needed when starting an entrepreneurial journey and offers inspirational case studies from key industry leaders. Ideal reading for aspiring entrepreneurs, Entrepreneurship and Big Data: The Digital Revolution is also useful to students, academicians, researchers, and practitioners.

COVID 19 in the Environment

COVID 19 in the Environment Book
Author : Deepak Rawtani,Chaudhery Mustansar Hussain,Nitasha Khatri
Publisher : Elsevier
Release : 2021-09-24
ISBN : 0323902731
Language : En, Es, Fr & De

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Book Description :

COVID-19 in the Environment: Impact, Concerns, and Management of Coronavirus highlights the research and technology addressing COVID-19 in the environment, including the fate, transport, and disposal. It examines the impacts of the virus at local, national, and global levels, including both positive and negative environmental impacts and techniques for assessing and managing them. Utilizing case studies, it also presents examples of various issues around handling these impacts, as well as policies and strategies being developed as a result. Organized into six parts, COVID-19 in the Environment begins by presenting the nature of the virus and its transmission in various environmental media, as well as models for reducing the transmission. Then, in Part 2, it describes monitoring methods for detecting the virus. Parts 3, 4, and 5 go on to examine the socio-economic impact, the environmental impact and risk, and the waste management impact, respectively. Finally, Part 6 explores the environmental policies and strategies that have comes as a result of COVID-19, the implications for climate change, and what the long-term effects will be on environmental sustainability. Examines the fate, transport, and management of COVID-19 and COVID-19 related waste in the environment Explores a variety of issues related to the environmental handling and impacts of COVID-19, particularly utilizing case studies Offers tools and techniques for assessing real-time environmental issues related to COVID-19

Handbook of Research on Engineering Business and Healthcare Applications of Data Science and Analytics

Handbook of Research on Engineering  Business  and Healthcare Applications of Data Science and Analytics Book
Author : Patil, Bhushan,Vohra, Manisha
Publisher : IGI Global
Release : 2020-10-23
ISBN : 1799830543
Language : En, Es, Fr & De

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Book Description :

Analyzing data sets has continued to be an invaluable application for numerous industries. By combining different algorithms, technologies, and systems used to extract information from data and solve complex problems, various sectors have reached new heights and have changed our world for the better. The Handbook of Research on Engineering, Business, and Healthcare Applications of Data Science and Analytics is a collection of innovative research on the methods and applications of data analytics. While highlighting topics including artificial intelligence, data security, and information systems, this book is ideally designed for researchers, data analysts, data scientists, healthcare administrators, executives, managers, engineers, IT consultants, academicians, and students interested in the potential of data application technologies.

Advances in Artificial Systems for Logistics Engineering

Advances in Artificial Systems for Logistics Engineering Book
Author : Anonim
Publisher : Springer Nature
Release : 2021
ISBN : 3030804755
Language : En, Es, Fr & De

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Book Description :

This book comprises high-quality refereed research papers presented at the 2021 International Conference on Artificial Intelligence and Logistics Engineering (ICAILE2021), held in Kyiv, Ukraine, on 2224 January 2021, organized jointly by Wuhan University of Technology, National Technical University of Ukraine Igor Sikorsky Kyiv Polytechnic Institute and the International Research Association of Modern Education and Computer Science. The topics discussed in the book include state-of-the-art papers in artificial intelligence and logistics engineering. It is an excellent source of references for researchers, graduate students, engineers, management practitioners and undergraduate students interested in artificial intelligence and their applications in logistics engineering.

Intelligent Modeling Prediction and Diagnosis from Epidemiological Data

Intelligent Modeling  Prediction  and Diagnosis from Epidemiological Data Book
Author : Siddhartha Bhattacharyya
Publisher : CRC Press
Release : 2021-11-23
ISBN : 1000474704
Language : En, Es, Fr & De

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Book Description :

Intelligent Modeling, Prediction, and Diagnosis from Epidemiological Data: COVID-19 and Beyond is a handy treatise to elicit and elaborate possible intelligent mechanisms for modeling, prediction, diagnosis, and early detection of diseases arising from outbreaks of different epidemics with special reference to COVID-19. Starting with a formal introduction of the human immune systems, this book focuses on the epidemiological aspects with due cognizance to modeling, prevention, and diagnosis of epidemics. In addition, it also deals with evolving decisions on post-pandemic socio-economic structure. The book offers a comprehensive coverage of the most essential topics, including: A general overview of pandemics and their outbreak behavior A detailed overview of CI techniques Intelligent modeling, prediction, and diagnostic measures for pandemics Prognostic models Post-pandemic socio-economic structure The accompanying case studies are based on available real-world data sets. While other books may deal with this COVID-19 pandemic, none features topics covering the human immune system as well as influences on the environmental disorder due to the ongoing pandemic. The book is primarily intended to benefit medical professionals and healthcare workers as well as the virologists who are essentially the frontline fighters of this pandemic. In addition, it also serves as a vital resource for relevant researchers in this interdisciplinary field as well as for tutors and postgraduate and undergraduate students of information sciences.

Data Strategy

Data Strategy Book
Author : Bernard Marr
Publisher : Kogan Page Publishers
Release : 2021-10-03
ISBN : 1398602590
Language : En, Es, Fr & De

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Book Description :

BRONZE RUNNER UP: Axiom Awards 2018 - Business Technology Category (1st edition) Data is an integral strategic asset for all businesses. Learn how to leverage this data and generate valuable insights and true business value with bestselling author and data guru Bernard Marr. Data has massive potential for all businesses when used correctly, from small organizations to tech giants and huge multinationals, but this resource is too often not fully utilized. Data Strategy is the must-read guide on how to create a robust, data-driven approach that will harness the power of data to revolutionize your business. Explaining how to collect, use and manage data, this book prepares any organization with the tools and strategies needed to thrive in the digital economy. Now in its second edition, this bestselling title is fully updated with insights on understanding your customers and markets and how to provide them with intelligent services and products. With case studies and real-world examples throughout, Bernard Marr offers unrivalled expertise on how to gain the competitive advantage in a data-driven world.

Urban Informatics and Future Cities

Urban Informatics and Future Cities Book
Author : S. C. M. Geertman
Publisher : Springer Nature
Release : 2021
ISBN : 3030760596
Language : En, Es, Fr & De

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Book Description :

This book forms a selection of chapters submitted for the CUPUM (Computational Urban Planning and Urban Management) conference, held in the second week of June 2021 at Aalto University in Helsinki, Finland. Chapters were selected from a double-blind review process by the conference's scientific committee. The chapters in the book cover developments and applications with big data and urban analytics, collaborative urban planning, applications of geodesign and innovations, and planning support science.

Intelligent Systems and Methods to Combat Covid 19

Intelligent Systems and Methods to Combat Covid 19 Book
Author : Amit Joshi,Nilanjan Dey,K. C. Santosh
Publisher : Springer Nature
Release : 2020
ISBN : 9811565724
Language : En, Es, Fr & De

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Book Description :

This book discusses intelligent systems and methods to prevent further spread of COVID-19, including artificial intelligence, machine learning, computer vision, signal processing, pattern recognition, and robotics. It not only explores detection/screening of COVID-19 positive cases using one type of data, such as radiological imaging data, but also examines how data analytics-based tools can help predict/project future pandemics. In addition, it highlights various challenges and opportunities, like social distancing, and addresses issues such as data collection, privacy, and security, which affect the robustness of AI-driven tools. Also investigating data-analytics-based tools for projections using time series data, pattern analysis tools for unusual pattern discovery (anomaly detection) in image data, as well as AI-enabled robotics and its possible uses, the book will appeal to a broad readership, including academics, researchers and industry professionals.

Data Analytics

Data Analytics Book
Author : Adedeji B. Badiru
Publisher : CRC Press
Release : 2020-12-22
ISBN : 1000297330
Language : En, Es, Fr & De

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Book Description :

Good data analytics is the basis for effective decisions. Whoever has the data, has the ability to extract information promptly and effectively to make pertinent decisions. The premise of this handbook is to empower users and tool developers with the appropriate collection of formulas and techniques for data analytics and to serve as a quick reference to keep pertinent formulas within fingertip reach of readers. This handbook includes formulas that will appeal to mathematically inclined readers. It discusses how to use data analytics to improve decision-making and is ideal for those new to using data analytics to show how to expand their usage horizon. It provides quantitative techniques for modeling pandemics, such as COVID-19. It also adds to the suite of mathematical tools for emerging technical areas. This handbook is a handy reference for researchers, practitioners, educators, and students in areas such as industrial engineering, production engineering, project management, civil engineering, mechanical engineering, technology management, and business management worldwide.