Paper Citation Record · LEDGER

Personalized Recommendations via Active Utility-based Pairwise Sampling

As of 22 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 1 inbound Pith citation observation for arXiv:2508.14911.

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

pith.paper-citation-record.v1
2508.14911 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T21:16:06.726104Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T16:52:34.799158Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T08:00:57.627630Z

Reference resolution

12 of 12 outbound references displayed

verified exact0
verified fuzzy8
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9226cd1e-1e18-4d2e-8c2c-63935af5b7b3 · outbound

This paper cites Accessed: 2025-05-08.

Personalized Recommendations via Active Utility-based Pairwise Sampling Accessed: 2025-05-08

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:16:08.300730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3dc77d01-04a6-42fb-b17e-e08920176e59 · outbound

This paper cites In 2011 49th Annual Aller- ton Conference on Communication, Control, and Computing (Allerton), 1143–1150.

Personalized Recommendations via Active Utility-based Pairwise Sampling In 2011 49th Annual Aller- ton Conference on Communication, Control, and Computing (Allerton), 1143–1150

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:16:07.543789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1917e75f-f59d-4f88-bab7-6fd3bb5a823d · outbound

This paper cites Your 2 is My 1, Your 3 is My 9: Handling Arbitrary Miscalibrations in Ratings.

Personalized Recommendations via Active Utility-based Pairwise Sampling Your 2 is My 1, Your 3 is My 9: Handling Arbitrary Miscalibrations in Ratings

Reference 10

Resolution: metadata mismatch; local_arxiv, observed 2026-08-05T21:16:06.860454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c016dcab-e3cc-454e-96cb-4bbb05771c6d · outbound

This paper cites τ = P − Qp (P + Q + T )(Q + Q + U ).

Personalized Recommendations via Active Utility-based Pairwise Sampling τ = P − Qp (P + Q + T )(Q + Q + U )

Reference 100

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:16:07.193416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 97dde4c5-5769-4089-a621-54fd3f9c631e · outbound

This paper cites In Advances in Information Retrieval: 30th Euro- pean Conference on IR Research, ECIR 2008, Glasgow, UK, March 30-April 3,.

Personalized Recommendations via Active Utility-based Pairwise Sampling In Advances in Information Retrieval: 30th Euro- pean Conference on IR Research, ECIR 2008, Glasgow, UK, March 30-April 3,

Reference 2008

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:16:07.842076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5d889799-bdb6-4f5f-a312-d0794091db58 · outbound

This paper cites Busa-Fekete, R.; H ¨ullermeier, E.; and Sz ¨or´enyi, B.

Personalized Recommendations via Active Utility-based Pairwise Sampling Busa-Fekete, R.; H ¨ullermeier, E.; and Sz ¨or´enyi, B

Reference 2010

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:16:07.981097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a38a04f3-7f07-414d-8910-aa7d7e48b28b · outbound

This paper cites In 2011 IEEE/WIC/ACM International Conferences on Web Intelli- gence and Intelligent Agent Technology, volume 1, 451–456.

Personalized Recommendations via Active Utility-based Pairwise Sampling In 2011 IEEE/WIC/ACM International Conferences on Web Intelli- gence and Intelligent Agent Technology, volume 1, 451–456

Reference 2011

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:16:07.690685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation cb5e4a09-3876-48ff-9b4a-dff7c84d7f83 · outbound

This paper cites BPR: Bayesian Personalized Ranking from Implicit Feedback.

Personalized Recommendations via Active Utility-based Pairwise Sampling BPR: Bayesian Personalized Ranking from Implicit Feedback

Reference 2012

Resolution: unresolved; no resolver link, observed 2026-08-05T21:16:06.467167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecdbed98-5668-4960-b1af-5784c6f8d5ce · outbound

This paper cites shadow ratings.

Personalized Recommendations via Active Utility-based Pairwise Sampling shadow ratings

Reference 2017

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:16:07.372421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation eb8977ee-4d35-4495-9ed3-ff26a3490fb3 · outbound

This paper cites Outer Product-based Neural Collaborative Filtering.

Personalized Recommendations via Active Utility-based Pairwise Sampling Outer Product-based Neural Collaborative Filtering

Reference 2018

Resolution: metadata mismatch; local_arxiv, observed 2026-08-05T21:16:07.028977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 880c7a20-848a-4661-bd85-5a79395712d2 · outbound

This paper cites In 2019 international conference on computa- tional intelligence in data science (ICCIDS) , 1–5.

Personalized Recommendations via Active Utility-based Pairwise Sampling In 2019 international conference on computa- tional intelligence in data science (ICCIDS) , 1–5

Reference 2019

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:16:08.128175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 070a0b6c-993d-4ccf-8698-36d6f5f29a8b · outbound

This paper cites Efficient Exploration for LLMs.

Personalized Recommendations via Active Utility-based Pairwise Sampling Efficient Exploration for LLMs

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-05T21:16:06.138842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 05d4a4e8-859a-48bd-b0a8-8b16a7aa6531 · inbound

Efficient Personalization of Generative User Interfaces cites this paper.

Efficient Personalization of Generative User Interfaces Personalized Recommendations via Active Utility-based Pairwise Sampling

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-11T08:00:57.633025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.