Paper Citation Record · LEDGER

Private Data Valuation and Fair Payment in Data Marketplaces

As of 24 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2210.08723.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2210.08723 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T04:21:35.998285Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

2
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation ccb07cf8-dc27-4c1b-a32b-1b22c2691b90 · inbound

A Comprehensive Study of Shapley Value in Data Analytics cites this paper.

A Comprehensive Study of Shapley Value in Data Analytics Private Data Valuation and Fair Payment in Data Marketplaces

Reference 146

Resolution: unresolved; no resolver link, observed 2026-08-12T04:21:35.998285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3514d3a3-3d3a-4780-a6f8-128bd51695af · inbound

Capturing the Temporal Dependence of Training Data Influence cites this paper.

Capturing the Temporal Dependence of Training Data Influence Private Data Valuation and Fair Payment in Data Marketplaces

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-11T17:02:33.971852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5ae42eb-abee-4175-b9be-3e1a16bbb6c8 · inbound

Semivalue-based data valuation is arbitrary and gameable cites this paper.

Semivalue-based data valuation is arbitrary and gameable Private Data Valuation and Fair Payment in Data Marketplaces

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T00:56:03.170074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation daf8fb3d-ae08-4e52-b380-d0e66f7e34ed · inbound

A case for data valuation transparency via DValCards cites this paper.

A case for data valuation transparency via DValCards Private Data Valuation and Fair Payment in Data Marketplaces

Reference 1462

Resolution: unresolved; no resolver link, observed 2026-08-06T21:50:21.554765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aee62e6d-f1e3-4ca9-96d5-0cb0eed3eced · inbound

PrivaDE: Privacy-preserving Data Evaluation for Blockchain-based Data Marketplaces cites this paper.

PrivaDE: Privacy-preserving Data Evaluation for Blockchain-based Data Marketplaces Private Data Valuation and Fair Payment in Data Marketplaces

Reference 56

Resolution: verified exact; arxiv_id, observed 2026-05-18T05:35:55.528762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e60388c6-0286-44d4-9dc5-b89d35814cc3 · inbound

ZK-Value: A Practical Zero-Knowledge System for Verifiable Data Valuation cites this paper.

ZK-Value: A Practical Zero-Knowledge System for Verifiable Data Valuation Private Data Valuation and Fair Payment in Data Marketplaces

Reference 49

Resolution: verified exact; arxiv_id, observed 2026-05-12T00:16:26.984169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation dd758c2d-894f-4ba6-9ef7-d7ee3c4301ed · inbound

How Much Is a Dataset Worth? Scaling Laws, the Vendi Score, and Matrix Spectral Functions cites this paper.

How Much Is a Dataset Worth? Scaling Laws, the Vendi Score, and Matrix Spectral Functions Private Data Valuation and Fair Payment in Data Marketplaces

Reference 84

Resolution: verified exact; arxiv_id, observed 2026-06-29T08:33:14.820621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation bf19a277-e197-4780-b0d2-4809a486e787 · inbound

How Much Is a Dataset Worth? Scaling Laws, the Vendi Score, and Matrix Spectral Functions cites this paper.

How Much Is a Dataset Worth? Scaling Laws, the Vendi Score, and Matrix Spectral Functions Private Data Valuation and Fair Payment in Data Marketplaces

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-02T12:58:50.978564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8aefd375-a6f9-4d48-b7f1-6349a31d725e · inbound

Efficient Decentralized Multi-task Dataset Valuation via Model Merging cites this paper.

Efficient Decentralized Multi-task Dataset Valuation via Model Merging Private Data Valuation and Fair Payment in Data Marketplaces

Reference 59

Resolution: unresolved; no resolver link, observed 2026-07-12T03:07:59.787733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.