Data Markets to support AI for All: Pricing, Valuation and Governance
Raskar, Ramesh, Vepakomma, Praneeth, Swedish, Tristan, Sharan, Aalekh
–arXiv.org Artificial Intelligence
We discuss a data market technique based on intrinsic (relevance and uniqueness) as well as extrinsic value (influenced by supply and demand) of data. For intrinsic value, we explain how to perform valuation of data in absolute terms (i.e just by itself), or relatively (i.e in comparison to multiple datasets) or in conditional terms (i.e valuating new data given currently existing data).
arXiv.org Artificial Intelligence
May-14-2019
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