Journal ArticleDOI
Big Data: New Opportunities and New Challenges [Guest editors' introduction]
Katina Michael,Keith W. Miller +1 more
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The authors can live with many of the uncertainties of big data for now, with the hope that its benefits will outweigh its harms, but they shouldnit blind ourselves to the possible irreversibility of changes-whether good or bad-to society.Abstract:
We can live with many of the uncertainties of big data for now, with the hope that its benefits will outweigh its harms, but we shouldn't blind ourselves to the possible irreversibility of changes-whether good or bad-to society The first Web extra at http://youtube/24czULRCI9c is an audio recording in which Katina Michael at the University of Wollongong discusses the June 2013 Computer magazine special issue on "Big Data: New Opportunities and New Challenges," introducing the special issue, the guest editors, the authors, the articles, and the IEEE Society on Social Implications of Technology (SSIT) The second Web extra at http://youtube/9zpFqEDydDA is an audio recording in which Katina Michael at the University of Wollongong talks about the IEEE Society on the Social Implications of Technology (SSIT), IEEE Technology and Society (T&S) magazine, and the International Symposium on Technology and Society (ISTAS) The third Web extra at http://youtube/mn_9YHV2RGQis an audio recording in which Katina Michael at the University of Wollongong discusses how we can live with many of the uncertainties of big data for now, with the hope that its benefits will outweigh its harms, but we shouldnit blind ourselves to the possible irreversibility of changes-whether good or bad-to societyread more
Citations
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Journal ArticleDOI
Big Data and cloud computing: innovation opportunities and challenges
TL;DR: This review introduces future innovations and a research agenda for cloud computing supporting the transformation of the volume, velocity, variety and veracity into values of Big Data for local to global digital earth science and applications.
Journal ArticleDOI
Big Data: Survey, Technologies, Opportunities, and Challenges
Nawsher Khan,Ibrar Yaqoob,Ibrahim Abaker Targio Hashem,Zakira Inayat,Waleed Kamaleldin Mahmoud Ali,Muhammad Alam,Muhammad Shiraz,Abdullah Gani +7 more
TL;DR: This study comprehensively surveys and classifies the various attributes of Big data, including its nature, definitions, rapid growth rate, volume, management, analysis, and security, and proposes a data life cycle that uses the technologies and terminologies of Big Data.
Journal ArticleDOI
Where are Human Subjects in Big Data Research? The Emerging Ethics Divide
Jacob Metcalf,Kate Crawford +1 more
TL;DR: A review of several contentious cases of research harms in data science, including the 2014 Facebook emotional contagion study and the 2016 use of geographical data techniques to identify the pseudonymous artist Banksy, argues data science should be understood as continuous with social sciences in this regard.
Proceedings ArticleDOI
A Survey on Deep Learning in Big Data
TL;DR: This paper provides a comprehensive survey on what is Big Data, comparing methods, its research problems, and trends, and application of Deep Learning in Big data, its challenges, open research problems and future trends are presented.
Journal ArticleDOI
Multimedia Big Data Analytics: A Survey
TL;DR: This survey conducts a comprehensive overview of the state-of-the-art research work on multimedia big data analytics, and aims to bridge the gap between multimedia challenges and big data solutions by providing the current big data frameworks, their applications in multimedia analyses, the strengths and limitations of the existing methods, and the potential future directions in multimediabig data analytics.
References
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Journal ArticleDOI
Through the Glass Lightly
TL;DR: In about 10 years the authors should have three-dimensional maps of the structure of Earth’s interior, from surface to center, with a resolution of a few hundred kilometers, including anisotropy and anelasticity.
Journal ArticleDOI
Location and tracking of mobile devices: Überveillance stalks the streets
Katina Michael,Roger Clarke +1 more
TL;DR: This article investigates the dimensions of the problem of people-tracking through the devices that they carry, and calls on legislatures to address these problems, through both domestic laws and multilateral processes.
Journal ArticleDOI
Collective Awareness Platforms: Engines for Sustainability and Ethics
TL;DR: Infinite and unsustainable growth, which often has been sought to boost the power and near-term prosperity of nations, is now at the root of the multi-faceted crisis of the authors' “knowledge society.”
Journal ArticleDOI
Toward a State of Überveillance [Special Section Introduction]
M.G. Michael,Katina Michael +1 more
TL;DR: Uberveillance is an emerging concept, and neither its application nor its power have yet fully arrived; however, Roger Clarke's 1988 dataveillance concept has been prevalent.
Journal ArticleDOI
The social and behavioural implications of location-based services
Katina Michael,M.G. Michael +1 more
TL;DR: The social and behavioural implications of location-based services (LBS) are only now beginning to come to light in advanced markets where the services have been adopted by just a little over half of the population.