Big Data Shocks
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Big Data Shocks
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Author : Andrew Weiss
language : en
Publisher: Rowman & Littlefield
Release Date : 2018-03-15
Big Data Shocks written by Andrew Weiss and has been published by Rowman & Littlefield this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-03-15 with Language Arts & Disciplines categories.
"Big data," as it has become known in business and information technology circles, has the potential to improve our knowledge about human behavior, and to help us gain insight into the ways in which we organize ourselves, our cultures, and our external and internal lives. Libraries stand at the center of the information world, both facilitating and contributing to this flood as well as helping to shape and channel it to specific purposes. But all technologies come with a price. Where the tool can serve a purpose, it can also change the user's behavior to fit the purposes of the tool. Big Data Shocks: An Introduction to Big Data for Librarians and Information Professionals examines the roots of big data, the current climate and rising stars in this world. The book explores the issues raised by big data and discusses theoretical as well as practical approaches to managing information whose scope exists beyond the human scale. What’s at stake ultimately is the privacy of the people who support and use our libraries and the temptation for us to examine their behaviors. Such tension lies deep in the heart of our great library institutions. This book addresses these issues and many of the questions that arise from them, including: What is our role as librarians within this new era of big data? What are the impacts of new powerful technologies that track and analyze our behavior? Do data aggregators know more about us and our patrons than we do? How can librarians ethically balance the need to demonstrate learning and knowledge creation and privacy? Do we become less private merely because we use a tool or is it because the tool has changed us? What's in store for us with the internet of things combining with data mining techniques? All of these questions and more are explored in this book
Big Data
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Author : Viktor Mayer-Schonberger
language : en
Publisher: Hachette UK
Release Date : 2013-03-14
Big Data written by Viktor Mayer-Schonberger and has been published by Hachette UK this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-03-14 with Business & Economics categories.
New and expanded edition. An International Bestseller - Over One Million Copies Sold! Shortlisted for the Financial Times/Goldman Sachs Business Book of the Year Award. Since Aristotle, we have fought to understand the causes behind everything. But this ideology is fading. In the age of big data, we can crunch an incomprehensible amount of information, providing us with invaluable insights about the what rather than the why. We're just starting to reap the benefits: tracking vital signs to foresee deadly infections, predicting building fires, anticipating the best moment to buy a plane ticket, seeing inflation in real time and monitoring social media in order to identify trends. But there is a dark side to big data. Will it be machines, rather than people, that make the decisions? How do you regulate an algorithm? What will happen to privacy? Will individuals be punished for acts they have yet to commit? In this groundbreaking and fascinating book, two of the world's most-respected data experts reveal the reality of a big data world and outline clear and actionable steps that will equip the reader with the tools needed for this next phase of human evolution.
Re Examining Adaptation Theory Using Big Data
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Author : Talita Greyling
language : en
Publisher:
Release Date : 2022
Re Examining Adaptation Theory Using Big Data written by Talita Greyling and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022 with categories.
During the global response to COVID-19, the analogy of fighting a war was often used. In 2022, the world faced a different war altogether, an unprovoked Russian invasion of Ukraine. Since 2020 the world has faced these unprecedented shocks. Although we realise these events' health and economic effects, more can be known about the happiness effects on the people in a country and how it differs between a health and a war shock. Additionally, we need to investigate if these external shocks do affect wellbeing, how they differ from one another, and how long it takes happiness to adapt to these shocks. Therefore, this paper aims to compare these two external shocks for ten countries spanning the Northern and Southern hemispheres to investigate the effect on happiness. By investigating the aforementioned, we also re-examine the adaptation theory and see whether it holds at the country level. We use a unique dataset derived from tweets extracted in real-time per country. We derive each tweet's underlying sentiment by applying Natural Language Processing (machine learning). Using the sentiment score, we apply algorithms to construct daily time-series data to measure happiness (Gross National Happiness (GNH)). Our Twitter dataset is combined with data from Oxford's COVID-19 Government Response Tracker. We find that in both instances, the external shocks caused a decrease in GNH. Considering both types of shocks, the adaptation to previous happiness levels occurred within weeks. Understanding the effects of external shocks on happiness is essential for policymakers as effects on happiness have a spillover effect on other variables such as production, safety and trust. Furthermore, the additional macro-level results on the adaptation theory contribute to previously unexplored fields of study.
Big Data Analysis New Algorithms For A New Society
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Author : Nathalie Japkowicz
language : en
Publisher: Springer
Release Date : 2015-12-16
Big Data Analysis New Algorithms For A New Society written by Nathalie Japkowicz and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-12-16 with Technology & Engineering categories.
This edited volume is devoted to Big Data Analysis from a Machine Learning standpoint as presented by some of the most eminent researchers in this area. It demonstrates that Big Data Analysis opens up new research problems which were either never considered before, or were only considered within a limited range. In addition to providing methodological discussions on the principles of mining Big Data and the difference between traditional statistical data analysis and newer computing frameworks, this book presents recently developed algorithms affecting such areas as business, financial forecasting, human mobility, the Internet of Things, information networks, bioinformatics, medical systems and life science. It explores, through a number of specific examples, how the study of Big Data Analysis has evolved and how it has started and will most likely continue to affect society. While the benefits brought upon by Big Data Analysis are underlined, the book also discusses some of the warnings that have been issued concerning the potential dangers of Big Data Analysis along with its pitfalls and challenges.
Big Data
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Author : Saswat Sarangi
language : en
Publisher: Taylor & Francis
Release Date : 2019-09-09
Big Data written by Saswat Sarangi and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-09-09 with Social Science categories.
Big Data is everywhere. It shapes our lives in more ways than we know and understand. This comprehensive introduction unravels the complex terabytes that will continue to shape our lives in ways imagined and unimagined. Drawing on case studies like Amazon, Facebook, the FIFA World Cup and the Aadhaar scheme, this book looks at how Big Data is changing the way we behave, consume and respond to situations in the digital age. It looks at how Big Data has the potential to transform disaster management and healthcare, as well as prove to be authoritarian and exploitative in the wrong hands. The latest offering from the authors of Artificial Intelligence: Evolution, Ethics and Public Policy, this accessibly written volume is essential for the researcher in science and technology studies, media and culture studies, public policy and digital humanities, as well as being a beacon for the general reader to make sense of the digital age.
Man Vs Big Data
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Author : Stewart Cowley
language : en
Publisher: Quarto Publishing Group USA
Release Date : 2017-10-19
Man Vs Big Data written by Stewart Cowley and has been published by Quarto Publishing Group USA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-10-19 with Reference categories.
Have you ever wondered how to beat the bookies? How does your computer know you might like this song? Should you be worried about this?... We can’t answer that for you, but Man vs Big Data does explore the numerous ways in which ‘Big Data’ has, sometimes imperceptibly, infiltrated our lives. Everything we do leaves a trail of data behind, from buying something on a credit card, to using a GPS-enabled mobile phone – whether you know it or not, like it or not, Big Data is now a part of modern life. Heralded as the Fourth Industrial Revolution, it is now more crucial than ever to learn about how data is affecting the way we live. Man vs Big Data proves that this topic is one of the most important subjects facing us today and helps you get to grips with what that means for you.
Big Data Management And Analytics
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Author : Brij B Gupta
language : en
Publisher: World Scientific
Release Date : 2023-12-05
Big Data Management And Analytics written by Brij B Gupta and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-05 with Computers categories.
With the proliferation of information, big data management and analysis have become an indispensable part of any system to handle such amounts of data. The amount of data generated by the multitude of interconnected devices increases exponentially, making the storage and processing of these data a real challenge.Big data management and analytics have gained momentum in almost every industry, ranging from finance or healthcare. Big data can reveal key insights if handled and analyzed properly; it has great application potential to improve the working of any industry. This book covers the spectrum aspects of big data; from the preliminary level to specific case studies. It will help readers gain knowledge of the big data landscape.Highlights of the topics covered include description of the Big Data ecosystem; real-world instances of big data issues; how the Vs of Big Data (volume, velocity, variety, veracity, valence, and value) affect data collection, monitoring, storage, analysis, and reporting; structural process to get value out of Big Data and recognize the differences between a standard database management system and a big data management system.Readers will gain insights into choice of data models, data extraction, data integration to solve large data problems, data modelling using machine learning techniques, Spark's scalable machine learning techniques, modeling a big data problem into a graph database and performing scalable analytical operations over the graph and different tools and techniques for processing big data and its applications including in healthcare and finance.
Big Data Shocks
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Author : Andrew Weiss
language : en
Publisher:
Release Date : 2018
Big Data Shocks written by Andrew Weiss and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018 with Language Arts & Disciplines categories.
Big Data Shocks examines the roots of big data, the current climate and rising stars in this world. The book explores the issues raised by big data and discusses theoretical as well as practical approaches to managing information whose scope exists beyond the human scale.
Big Data
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Author : Dawn E. Holmes
language : en
Publisher: Oxford University Press
Release Date : 2017
Big Data written by Dawn E. Holmes and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017 with Computers categories.
An unimaginably vast amount of data is now generated by our online lives, including all our uploaded documents, social media traffic, online shopping, and even GPS data from our cars. At the same time, our ability to manage this data is becoming ever more sophisticated. In this Very Short Introduction, Dawn Holmes explains how big data is stored, analysed, and exploited by a variety of bodies, from large companies to organizations concerned with medical research. As big data transforms the way businesses operate, it simultaneously raises important ethical issues, as cases such as the Snowden affair and hacked smart devices have shown.
The Dark Side Of Our Digital World
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Author : Andrew Weiss
language : en
Publisher: Rowman & Littlefield
Release Date : 2020-05-18
The Dark Side Of Our Digital World written by Andrew Weiss and has been published by Rowman & Littlefield this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-05-18 with Language Arts & Disciplines categories.
An all-in-one guide to understanding and managing the dark side of our digital lives. It all started out so well: the online world began as an effective tool for communication that carried with it a great promise to level the playing field and eliminate borders. But it’s morphed into something totally unintended. We’ve all had to endure the troll that derails a generally benign conversation; or received that scam email from a wealthy Nigerian prince; or felt the strange feeling of being watched and tracked by advertising companies as we navigate the web. Welcome to the modern internet. These are but a few of the topics that The Dark Side of Our Digital World: And What You Can Do about It examines to get at the root causes of our current problems with information technology, social media, and problematic online behavior. The book explores the issues raised by the negative side of information technology, including surveillance and spying, declining privacy, information overload, surveillance capitalism and big data analytics, conspiracy theories and fake news, misinformation and disinformation, trolling and phishing. What’s ultimately at stake is how we are able to cope with increasingly invasive anti-social behaviors, the overall decline of privacy in the face of total surveillance technologies, and the lack of a quality online experience that doesn’t devolve into flame wars and insults. The future of the internet as well as our societies depends upon our ability to discern truth from lies and reality from propaganda. The book will therefore also examine the possible directions we could take to improve the situation, looking at solutions in the areas of psychology and behavioral conditioning, social engineering through nudging techniques, the development of e-democracy movements, and the implementation of public policy.
