Deriving meaning from qs data
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The deck I've pulled together to explain my thought around self tracking and the quantified self movement. For more information, visit the QuantifiedSelf.com home page or the author's blog at www.thatdatathing.com/blog/
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Deriving meaning from qs data
- 1. By: Leon van der Walt Deriving Meaning From QS Data
- 2. • Why engage in QS – Just about navel gazing? – Self Knowledge? – Memory Augmentation? – Behaviour Change? • The QS Data Problem • From data to meaning in a QS context – Potential Frameworks – What is our hypothesis? • So what? Contents
- 3. Why Engage in QS?
- 6. Behavioural Change? * Source: http://www.BehaviourModel.org
- 7. Behavioural Change? Increase Ability / Simplify Time Money Effort Social Deviance Provide Triggers Facilitator Spark Signal Increase Motivation Pain / Pleasure Hope / Fear Social Acceptance / Rejection * Source: http://www.BehaviourModel.org
- 9. The Problem Disparate data sources in a variety of formats, time periods, measuring different attributes, passive / active, ownership, ...
- 10. Internet of Things * Source: FirstMark Capital
- 11. Devices
- 15. Contextual Data Generation GPS Base Station Photo Temperature SMS Phone Call Screen status Magnetic Compass Acceleromete r Bluetooth WiFi Location contexts Activity context Time context Environment context Social context Location Weather service Activities Time Relationship Environment Physical sensors Virtual sensors Semantic Context * Source: SenseSeer - http://doras.dcu.ie/16881/ Emotional / Psychological Context?
- 17. * Source: DataShaka White Paper: Solving the Variety Problem: Unlocking Big Data Insight Through Unification
- 18. What Is Our Hypothesis? Falsifiable “A hypothesis must also be falsifiable. That is, there must be a possible negative answer. For example, if I hypothesize that all green apples are sour, tasting one that is sweet will falsify the hypothesis.” * Source: The Process of Science - NCSU Verifiable “To meet the standards of science, a hypothesis must be verifiable Some potential hypotheses clearly cannot be tested. For example, I might propose that my colds are the result of someone practicing voodoo on me. Science can only measure that which is part of nature, so supernatural phenomena could never be studied or predicted by scientific methodology.
- 19. So What?
- 20. * Source: http://www.slideshare.net/erik.duval/20130703-lasi-stanforderik "We shall not cease from exploration. And the end of all our exploring will be to arrive where we started and know the place for the first time." - TS Eliot
- 21. "If you can not measure it, you can not improve it.“ – Lord Kelvin “Statistics are like a bikini. What they reveal is interesting. But what they hide is vital.” – Aaron Levenstein (Famous) Last Thoughts * Source: XKCD
- 22. • Visit Quantified Self home page: www.quantifiedself.com • Author’s blog: www.thatdatathing.com/blog/ Further information