mlsanityData to 14 Oct 2026

Data Markets to support AI for All: Pricing, Valuation and Governance

arXiv 1905.06462 ↗First posted 14 May 2019cs.CY cs.AI cs.DCcited by 6

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Abstract (arXiv)

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).

Key facts. Cited by 6 papers in the map (data through 14 Oct 2026). First posted on arXiv 14 May 2019.

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Citing papers per year: 2022: 2; 2023: 0; 2024: 3; 2025: 0; 2026: 1.

6 papers.