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Paper Citation Record · LEDGER

The Impact of Popularity Bias on Fairness and Calibration in Recommendation

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:1910.05755.

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

pith.paper-citation-record.v1
1910.05755 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T22:38:24.226670Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-09T06:35:40.914595Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 6555ccbf-32c9-4f0d-b640-74f3b3a104a4 · inbound

Datasets for Navigating Sensitive Topics in Recommendation Systems cites this paper.

Datasets for Navigating Sensitive Topics in Recommendation Systems The Impact of Popularity Bias on Fairness and Calibration in Recommendation

Reference 2019

Resolution
unresolved
no resolver link, observed 2026-08-04T22:38:24.226670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T22:38:24.226670Z digest=sha256:6a5967dabe74c5461940af4730816de2bbc4339b8f0776602ecd92012cb638b4

Observation 17d7fe53-2cc4-4676-8f7b-d1c34740a078 · inbound

Fair Agents: Balancing Multistakeholder Alignment in Multi-Agent Personalization Systems cites this paper.

Fair Agents: Balancing Multistakeholder Alignment in Multi-Agent Personalization Systems The Impact of Popularity Bias on Fairness and Calibration in Recommendation

Reference 36

Resolution
verified exact
arxiv_id, observed 2026-05-09T06:35:40.916237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T18:16:45.474902Z digest=sha256:9e03bb17eba77a58ddd730330e5daad79cc2d5e62323f0c41b42995455335981

Observation 0426af2d-0415-456c-9e27-535564095af4 · inbound

From Skill Extraction to Multistakeholder Recommendation: A Two-Stage Framework for Bias Governance in Skills-Based Job Matching cites this paper.

From Skill Extraction to Multistakeholder Recommendation: A Two-Stage Framework for Bias Governance in Skills-Based Job Matching The Impact of Popularity Bias on Fairness and Calibration in Recommendation

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-01T22:34:48.869937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T22:34:48.869937Z digest=sha256:e11e9637c179446785a600a4f35425c4cf43cfdc582de2903940845790202c39