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A Data Scientist Experiment

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Design an experiment or series of experiments to help corporate data scientists better understand the importance of ethical considerations in their own research.  …

Design an experiment or series of experiments to help corporate data scientists better understand the importance of ethical considerations in their own research. 

The data scientists are the subject of this experiment.

There are eight rules.

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  • 1. S T U D I O D R A D I O D U R A N S A Data Scientist Experiment
  • 2. A DATA SCIENTIST EXPERIMENT Design an experiment or series of experiments to help corporate data scientists better understand the importance of ethical considerations in their own research.  !
  • 3. A DATA SCIENTIST EXPERIMENT ! The data scientists are the subject of this experiment.
  • 4. A DATA SCIENTIST EXPERIMENT ! The experiment has eight rules.
  • 5. A DATA SCIENTIST EXPERIMENT Rule 1: ! The experiment requires data consent from the subjects analogous to that which they obtain in their own research. !
  • 6. A DATA SCIENTIST EXPERIMENT Rule 2: ! The experiment will target a random sample from the cohort of possible subjects.
  • 7. A DATA SCIENTIST EXPERIMENT Rule 3: ! The experiment can utilise any data that the subject’s organisation uses to experiment with its own customers. ! For example current location, audio feeds, photographs & social graph.
  • 8. A DATA SCIENTIST EXPERIMENT Rule 4: ! The experiment will use publicly available services and tools, including platforms adopted by the subjects themselves to gather data and introduce stimuli. ! For example San Da Ha, Task Rabbit, Facebook, ZhuBaJie or Mechanical Turk.  
  • 9. A DATA SCIENTIST EXPERIMENT Rule 5: ! The research will not currently be illegal in the country where the researcher and the subjects are based.
  • 10. A DATA SCIENTIST EXPERIMENT Rule 6: ! The process will minimise the risk of discovery of the experiment by the subjects and their wider social graph.
  • 11. A DATA SCIENTIST EXPERIMENT Rule 7: ! The results will be published by the researchers.
  • 12. A DATA SCIENTIST EXPERIMENT Rule 8: ! The researchers consent to being part of subsequent experiments under these same eight rules.
  • 13. A DATA SCIENTIST EXPERIMENT ! Background Reading ! 50 Questions for Little Sister Reflections on Google Glass RedMat: A Design Experiment / Movie !
  • 14. Studio D Radiodurans is a consultancy that is comfortable operating in challenging environments. It is quite the art to survive where others do not. ! We work with creative thinkers, designers, strategists and data scientists. ! studiodradiodurans.com