A market for unbiased private data: Paying individuals according to their privacy attitudes

@article{Aperjis2012AMF,
  title={A market for unbiased private data: Paying individuals according to their privacy attitudes},
  author={Christina Aperjis and B. Huberman},
  journal={First Monday},
  year={2012},
  volume={17}
}
Since there is, in principle, no reason why third parties should not pay individuals for the use of their data, we introduce a realistic market that would allow these payments to be made while taking into account the privacy attitude of the participants. And since it is usually important to use unbiased samples to obtain credible statistical results, we examine the properties that such a market should have and suggest a mechanism that compensates those individuals that participate according to… Expand
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References

SHOWING 1-10 OF 13 REFERENCES
What Is Privacy Worth?
  • 349
  • Highly Influential
  • PDF
Valuating privacy
  • 184
  • PDF
Selling privacy at auction
  • 158
  • PDF
For sale : your data: by : you
  • 104
  • Highly Influential
  • PDF
Transaction Costs and the Social Cost of Online Privacy
  • 28
A Market for Secrets
  • 23
  • PDF
A study on the value of location privacy
  • 157
  • PDF
Markets and privacy
  • 301
  • PDF
Risk Aversion and Incentive Effects
  • 4,717
  • PDF
...
1
2
...