Supervisor: Prof. Eiben, Gusz
 Internet world statistics.http://www.internetworldstats.com/stats.htm. [Online;accessed June 15].
 The quantified self.http://quantifiedself.com/. [Online; accessed June 21].
 Quantified self meetups.http://quantified-self.meetup.com/. [Online; accessed June18].
 The quantified self:Counting every moment.http://www.economist.com/node/21548493, March 2012. [Online; accessed June 18].
 Rocket fuel:Quantified self digital tools.http://quantifiedself.com/docs/RocketFuel_Quantified_Self_Research.pdf, 2014. [Online; accessed June 21].
 Wearable devices: Introduction to wearable technology.http://www.wearabledevices.com/what-is-a-wearable-device/, March 2014. [Online; accessed June 15].
 The zettabyte era – trends and analysis.http://www.cisco.com/c/en/us/solutions/collateral/service-provider/visual-networking-index-vni/VNI_Hyperconnectivity_WP.html, May 2015. [Online; accessed September 20].
 M. Armbrust et al. A view of cloud computing.Coomun. ACM, 53(4):50–58, 2010.
 A. Awasthis and S. Chaudhary.Engineering Mathematics. Darbose, Inc., India, 2009.
 M. Barcena, C. Wueest, and H. Lau.How safe is your quantified self?http://www.symantec.com/connect/blogs/how-safe-your-quantified-self-tracking-monitoring-and-wearable-tech?linkId=9093734, August 2014. [Online;accessed June 29].
 J. Behrens. Principles and procedures of exploratory data analysis.Psychological Methods,2(2):131–160, 1997.
 K. Crawford, J. Lingel, and T. Karppi. Out metrics, ourselves: A hundred years of self-tracking from the weight scale to the wrist wearable device.European Journal of CulturalStudies, 18, 2015.
 S. Fow and M. Duggan. The diagnosis difference. Technical report, Pew Research Center, November 2013.
 H. Gimpel, M. Nißen, and R. G ̈orlitz. Quantifying the quantified self: A study on the mo-tivations of patients to track their own health. InThirty Fourth International Conferenceon Information Systems, Milan, 2013.
 T. Hay.The rise of the ’quantified self’ in health care.http://blogs.wsj.com/venturecapital/2013/08/13/the-rise-of-the-quantified-self-in-health-care/, Aug 2013. [Online; accessed June 26].43
 I. Jolliffe.Principal Component Analysis. Springer-Verlag, New York, 1 edition, 1986.
 D. Laney. 3d data management: Controlling data volume, velocity and variety. Technicalreport, META Group, 2001.
 I. Li, A. Dey, and J. Forlizzi. A stage-based model of personal informatics systems. InProceedings of the SIGCHI Conference on Human Factors in Computing Systems, 2010.
 J. Morgan.From the ’qualified self’ to the ’qualified workplace’.http://www.forbes.com/sites/jacobmorgan/2015/01/22/from-the-quantified-self-to-the-quantified-workplace/, January 22 2015. [Online; accessed June 25].
 D. Nafus and R. Barooah.Qseu14 breakout:Mapping data access.http://quantifiedself.com/2014/06/qseu14-breakout-mapping-data-access/, June 2014.[Online; accessed June 20].
 G. Neff. Why big data won’t cure us.Big Data, 1(3):117–123, 2013.
 J. Norris.Self-tracking may become a key element of personalized medicine.http://www.ucsf.edu/news/2012/10/12913/self-tracking-may-become-key-element-personalized-medicine, October 2012. [Online; accessed June 23].
 F. Provost and T. Fawcett. Data science and its relationship to big data and data-drivendecision making.Big Data, 1:51–59, 2013.
 A. Schreiber.Quantified self:Analyzing the big data of our daily life.http://www.pyvideo.org/video/3077/quantified-self-analyzing-the-big-data-of-our-da, July 2014. [Online; accessed June 20].
 E. Singer. The measured life.MIT Technology Review, June 2011.
 SINTEF. Big data, for better or worse: 90% of world’s data generated over last two years.www.sciencedaily.com/releases/2013/05/130522085217.htm, 2013. [Online; accessedAugust 22].
 M. Stempeck.Questioning the quantified self as it marches towards main-stream.http://www.mattstempeck.com/2014/02/28/questioning-quantified-self-as-it-marches-towards-the-mainstream/, February 2014. [Online; accessed June 23].
 M. Swan. Sensor mania! the internet of things, wearable computing, objective metrics,and the quantified self 2.0.Journal of Sensor and Actuator Networks, 1(3):217, 2012.
 M. Swan. The quantified self: Fundamental disruption in big data science and biologicaldiscovery.Big Data, 2, 2013.
 K. Tillman. How many internet connections are in the world? right. now.http://blogs.cisco.com/news/cisco-connections-counter, June 2013. [Online; accessed June 15].
 C. Tudor-Locke. Taking steps toward increase physcial activity: Using pedometers to mea-sure and motivate.President’s Council on Physical Fitness and Sports Research Digest,June 2002.44
 Unicef. The wearables for good challenge.http://wearablesforgood.com/, 2015. [On-line; accessed June 26].
 J. Walker. Can a smartphone tell if you’re depressed?http://www.wsj.com/articles/can-a-smartphone-tell-if-youre-depressed-1420499238, January 2015. [Online;accessed June 23].
 G. Wolf.The data-driven life.http://www.nytimes.com/2010/05/02/magazine/02self-measurement-t.html, April 2010. [Online; accessed June 15