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Big Data and
Information Privacy
Maria Correia
17th January 2019
This Photo by Unknown Author is licensed under CC BY-SA
This Photo by Unknown Author is licensed under CC
BY-SA
• It's not regular data.
• It's not business as usual.
• It's not something that an
experienced data analyst
may be ready to deal with.
Big data is NOT…
In its simplest possible
definition,
big data is data that's
just too big to work
on your computer.
This Photo by Unknown Author is licensed under CC BY-SA
(Lynda.com, 2019)
“it describes large volumes of high velocity,
complex and variable data that require
advanced techniques and technologies to
enable the capture, storage, distribution,
management, and analysis of the
information.”
(TechAmerica Foundation’s Federal Big Data Commission, 2012)
Big data is…
Volume
VelocityVariety
Adapted from: Laney, 2001.
Big Data is defined based on 3 primary characteristics, also known as the 3Vs.
• Volume relates to the data’s size (terabytes,
petabytes, or zettabytes)
• Variety refers to the type of data and its source
(sensors, devices, social networks, the Web,
mobile phones, and so on)
• Velocity means how frequently the data is
generated (for instance, every millisecond,
second, minute, hour, day, week, month, or
year)
(Gandomi and Haider, 2015; Perera et al., 2015)
Data gathering
• Data are generated from online transactions,
email, video, images, clickstream, logs, search
queries, health records, and social networking
interactions; collected from increasingly
pervasive sensors deployed in infrastructure
such as communications networks, electric
grids, global positioning satellites, roads and
bridges, as well as in homes, clothing, and
mobile phones.
(Tene and Polonetsky, 2013, p. 240)
Data analysis helps
football clubs make
better signings.
Source: FT.com, 1 November 2018.
Benefits
The extraordinary societal benefits of big data must be
reconciled with increased risks to individuals’ privacy
(Tene and Polonetsky, 2013, p. 241)
Big data boosts the economy, transforming traditional
business models and creating new opportunities
through the use of business intelligence, sentiment
analysis, and analytics.
Major stakeholders
responsible for protecting
user privacy
• Protecting user privacy is a
responsibility not only of device
manufactures, services, and
app developers but also of
users themselves. Government
also has a key role to play in
governing standardization
processes (Perera et al., 2015, p.
32).
Source: Perera et al., 2015, p. 36.
Reading
• Little privacy in the age of big data (Claire
Porter, in The Guardian 20 June 2014)
• Turning big data into money proves harder
than expected (Richard Waters, in Financial
Times 4 October 2018)
• What is Big Data? (Bernard Marr, YouTube
2:05m, September 2014)
• Big data and little privacy: there is no
alternative? | Bart Preneel | TEDxULB
(TEDx Talks, June 2015)
What is Big Data?
by Bernard Marr, YouTube video 2:05m
What is the
features of
Big Data?
1
How is data
gathered?
2
What are the
benefits of
BD?
3
What is the
challenge?
4
How are
companies
using BD?
5
How does it
impact on
our life?
6
What is the
features of Big
Data? Our life is
online, high
volume of data
1
How is data
gathered?
Devices,
computers
smartphones etc
2
What are the
benefits of BD?
Window to the life
of customers, also
us as individuals
3
What is the
challenge? How to
turn this info into
knowledge, pick
up the relevant
parts
4
How are
companies using
BD? Consider BD
or left behind
5
How does it
impact on our
contemporary life?
6
This Photo by Unknown Author is licensed under CC BY-SA-NC
References
• Tene, O. and Polonetsky, J. (2012) Big data for all: Privacy and user control in the age of analytics. Nw. J. Tech. & Intell.
Prop., 11, p.xxvii.
• Perera, C., Ranjan, R., Wang, L., Khan, S.U. and Zomaya, A.Y. (2015) Big data privacy in the internet of things era. IT
Professional, 17(3), pp.32-39.
• FT.com 1/11/2018 John Burn-Murdoch “How data analysis helps football clubs make better signings”
https://www.ft.com/content/84aa8b5e-c1a9-11e8-84cd-9e601db069b8
• The Guardian (2014) Little privacy in the age of big data. 20 June 2014.
https://www.theguardian.com/technology/2014/jun/20/little-privacy-in-the-age-of-big-data
• Lynda.com (2019) Big Data Foundations: Techniques and Concepts. https://www.lynda.com/Data-Science-tutorials/three-
Vs-big-data/158656/190769-4.html?org=northampton.ac.uk
• Gandomi & Haider (2015) Beyond the hype: Big data concepts, methods, and analytics. International Journal of
Information Management, 35(2), pp.137–144.
• Laney, D. (2001, February 6). 3-D data management: Controlling data volume, velocity and variety. Application Delivery
Strategies by META Group Inc. Retrievedfrom http://blogs.gartner.com/doug-laney/files/2012/01/ad949-3D-Data-
Management-Controlling-Data-Volume-Velocity-and-Variety.pdf

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Big data and information privacy 20190117

  • 1. Big Data and Information Privacy Maria Correia 17th January 2019
  • 2. This Photo by Unknown Author is licensed under CC BY-SA This Photo by Unknown Author is licensed under CC BY-SA • It's not regular data. • It's not business as usual. • It's not something that an experienced data analyst may be ready to deal with. Big data is NOT…
  • 3. In its simplest possible definition, big data is data that's just too big to work on your computer. This Photo by Unknown Author is licensed under CC BY-SA (Lynda.com, 2019)
  • 4. “it describes large volumes of high velocity, complex and variable data that require advanced techniques and technologies to enable the capture, storage, distribution, management, and analysis of the information.” (TechAmerica Foundation’s Federal Big Data Commission, 2012) Big data is…
  • 5. Volume VelocityVariety Adapted from: Laney, 2001. Big Data is defined based on 3 primary characteristics, also known as the 3Vs. • Volume relates to the data’s size (terabytes, petabytes, or zettabytes) • Variety refers to the type of data and its source (sensors, devices, social networks, the Web, mobile phones, and so on) • Velocity means how frequently the data is generated (for instance, every millisecond, second, minute, hour, day, week, month, or year) (Gandomi and Haider, 2015; Perera et al., 2015)
  • 6. Data gathering • Data are generated from online transactions, email, video, images, clickstream, logs, search queries, health records, and social networking interactions; collected from increasingly pervasive sensors deployed in infrastructure such as communications networks, electric grids, global positioning satellites, roads and bridges, as well as in homes, clothing, and mobile phones. (Tene and Polonetsky, 2013, p. 240)
  • 7. Data analysis helps football clubs make better signings. Source: FT.com, 1 November 2018.
  • 8. Benefits The extraordinary societal benefits of big data must be reconciled with increased risks to individuals’ privacy (Tene and Polonetsky, 2013, p. 241) Big data boosts the economy, transforming traditional business models and creating new opportunities through the use of business intelligence, sentiment analysis, and analytics.
  • 9. Major stakeholders responsible for protecting user privacy • Protecting user privacy is a responsibility not only of device manufactures, services, and app developers but also of users themselves. Government also has a key role to play in governing standardization processes (Perera et al., 2015, p. 32). Source: Perera et al., 2015, p. 36.
  • 10. Reading • Little privacy in the age of big data (Claire Porter, in The Guardian 20 June 2014) • Turning big data into money proves harder than expected (Richard Waters, in Financial Times 4 October 2018) • What is Big Data? (Bernard Marr, YouTube 2:05m, September 2014) • Big data and little privacy: there is no alternative? | Bart Preneel | TEDxULB (TEDx Talks, June 2015)
  • 11. What is Big Data? by Bernard Marr, YouTube video 2:05m What is the features of Big Data? 1 How is data gathered? 2 What are the benefits of BD? 3 What is the challenge? 4 How are companies using BD? 5 How does it impact on our life? 6
  • 12. What is the features of Big Data? Our life is online, high volume of data 1 How is data gathered? Devices, computers smartphones etc 2 What are the benefits of BD? Window to the life of customers, also us as individuals 3 What is the challenge? How to turn this info into knowledge, pick up the relevant parts 4 How are companies using BD? Consider BD or left behind 5 How does it impact on our contemporary life? 6
  • 13. This Photo by Unknown Author is licensed under CC BY-SA-NC
  • 14. References • Tene, O. and Polonetsky, J. (2012) Big data for all: Privacy and user control in the age of analytics. Nw. J. Tech. & Intell. Prop., 11, p.xxvii. • Perera, C., Ranjan, R., Wang, L., Khan, S.U. and Zomaya, A.Y. (2015) Big data privacy in the internet of things era. IT Professional, 17(3), pp.32-39. • FT.com 1/11/2018 John Burn-Murdoch “How data analysis helps football clubs make better signings” https://www.ft.com/content/84aa8b5e-c1a9-11e8-84cd-9e601db069b8 • The Guardian (2014) Little privacy in the age of big data. 20 June 2014. https://www.theguardian.com/technology/2014/jun/20/little-privacy-in-the-age-of-big-data • Lynda.com (2019) Big Data Foundations: Techniques and Concepts. https://www.lynda.com/Data-Science-tutorials/three- Vs-big-data/158656/190769-4.html?org=northampton.ac.uk • Gandomi & Haider (2015) Beyond the hype: Big data concepts, methods, and analytics. International Journal of Information Management, 35(2), pp.137–144. • Laney, D. (2001, February 6). 3-D data management: Controlling data volume, velocity and variety. Application Delivery Strategies by META Group Inc. Retrievedfrom http://blogs.gartner.com/doug-laney/files/2012/01/ad949-3D-Data- Management-Controlling-Data-Volume-Velocity-and-Variety.pdf