Paper Citation Record · LEDGER

Personalized Communication Skills for Agentic Recommender Systems

As of 18 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2608.08417.

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

pith.paper-citation-record.v1
2608.08417 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:41:24.059773Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

45 of 45 outbound references displayed

verified exact0
verified fuzzy2
unresolved43
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation baaca8b7-8460-49c2-818e-2296b3844f89 · outbound

This paper cites an unresolved cited work.

Personalized Communication Skills for Agentic Recommender Systems Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:41:27.729259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3e4df881-c561-4407-a044-b47f257594be · outbound

This paper cites SPMC: Socially-Aware Personalized Markov Chains for Sparse Sequential Recommendation.

Personalized Communication Skills for Agentic Recommender Systems SPMC: Socially-Aware Personalized Markov Chains for Sparse Sequential Recommendation

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-14T04:41:23.046086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25d4b303-1484-49cb-ad2c-86bc0a77ee54 · outbound

This paper cites an unresolved cited work.

Personalized Communication Skills for Agentic Recommender Systems Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-14T04:41:23.054216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04115a03-877d-4eff-81d2-c6a2c68e91b3 · outbound

This paper cites an unresolved cited work.

Personalized Communication Skills for Agentic Recommender Systems Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-14T04:41:23.074354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd295dc3-b09f-47d0-b278-518e0fe0eae1 · outbound

This paper cites an unresolved cited work.

Personalized Communication Skills for Agentic Recommender Systems Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:41:27.515773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 88568451-dcaf-4685-9c0f-89dc3098441b · outbound

This paper cites an unresolved cited work.

Personalized Communication Skills for Agentic Recommender Systems Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-14T04:41:23.107233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0bf211b9-020a-443f-a09f-368a4a88515c · outbound

This paper cites an unresolved cited work.

Personalized Communication Skills for Agentic Recommender Systems Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-14T04:41:23.159468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db39adac-f1c8-45b9-84e4-b67bfb789582 · outbound

This paper cites an unresolved cited work.

Personalized Communication Skills for Agentic Recommender Systems Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-14T04:41:23.203211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b08b3ad3-d9ab-4c8d-aad1-7463da19f2a2 · outbound

This paper cites an unresolved cited work.

Personalized Communication Skills for Agentic Recommender Systems Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:41:27.137797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 65d1702b-e75b-4e9a-b317-754c94162003 · outbound

This paper cites an unresolved cited work.

Personalized Communication Skills for Agentic Recommender Systems Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-14T04:41:23.231155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff0194f1-44d8-4527-8fe6-1efdfd63bee2 · outbound

This paper cites an unresolved cited work.

Personalized Communication Skills for Agentic Recommender Systems Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-14T04:41:23.260594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96b69b10-0bd8-4b5e-8e5a-f08ff15ac274 · outbound

This paper cites an unresolved cited work.

Personalized Communication Skills for Agentic Recommender Systems Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:41:26.947723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5ed6d198-e153-4d79-b646-a8fa62e16afa · outbound

This paper cites an unresolved cited work.

Personalized Communication Skills for Agentic Recommender Systems Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:41:26.864744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 13a7b257-05c0-4b88-baf5-d2af4017921b · outbound

This paper cites an unresolved cited work.

Personalized Communication Skills for Agentic Recommender Systems Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:41:26.756169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation caee81f7-f455-44aa-ac51-0c41a23351e6 · outbound

This paper cites an unresolved cited work.

Personalized Communication Skills for Agentic Recommender Systems Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-14T04:41:23.333333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 822858fb-50c1-41c9-81d6-fdacef897851 · outbound

This paper cites an unresolved cited work.

Personalized Communication Skills for Agentic Recommender Systems Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-14T04:41:23.352740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75282a3c-320b-411b-9074-d4254f8930bb · outbound

This paper cites an unresolved cited work.

Personalized Communication Skills for Agentic Recommender Systems Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-14T04:41:23.365674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd5ad362-deed-474e-b521-6072b43e195a · outbound

This paper cites an unresolved cited work.

Personalized Communication Skills for Agentic Recommender Systems Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-14T04:41:23.385490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 669f7578-edbb-4f87-b7eb-931d35ea07ac · outbound

This paper cites an unresolved cited work.

Personalized Communication Skills for Agentic Recommender Systems Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:41:26.494744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 832e6151-95c4-474c-9631-961beb989c72 · outbound

This paper cites an unresolved cited work.

Personalized Communication Skills for Agentic Recommender Systems Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:41:26.344752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 197983d6-b2bc-45cb-b3d8-a2db5db1eb41 · outbound

This paper cites 2017.An analysis of Leon Festinger’s a theory of cognitive dissonance.

Personalized Communication Skills for Agentic Recommender Systems 2017.An analysis of Leon Festinger’s a theory of cognitive dissonance

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:41:26.214752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3b803494-de82-434f-bbb6-3fb7c32029f4 · outbound

This paper cites an unresolved cited work.

Personalized Communication Skills for Agentic Recommender Systems Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:41:26.106617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fd458ba2-3d8e-4fa7-8895-305f300968b9 · outbound

This paper cites 1993.The adaptive decision maker.

Personalized Communication Skills for Agentic Recommender Systems 1993.The adaptive decision maker

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-14T04:41:23.446636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b0904db-a66f-4600-8a83-23de66a18ceb · outbound

This paper cites an unresolved cited work.

Personalized Communication Skills for Agentic Recommender Systems Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-14T04:41:23.468517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e34265c-8ea7-413b-beee-6c47e7ff7772 · outbound

This paper cites an unresolved cited work.

Personalized Communication Skills for Agentic Recommender Systems Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-14T04:41:23.490789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8180b66e-aff7-4431-9be3-54f3383e682c · outbound

This paper cites an unresolved cited work.

Personalized Communication Skills for Agentic Recommender Systems Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:41:25.839645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1927d7d5-2518-4ade-b38b-aa1f07b67385 · outbound

This paper cites an unresolved cited work.

Personalized Communication Skills for Agentic Recommender Systems Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-14T04:41:23.556435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05ee4757-c31f-4d62-8292-8c6e09b04113 · outbound

This paper cites an unresolved cited work.

Personalized Communication Skills for Agentic Recommender Systems Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:41:25.636173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation da421da6-1ac0-4522-8464-ac3ae808f9bc · outbound

This paper cites an unresolved cited work.

Personalized Communication Skills for Agentic Recommender Systems Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-14T04:41:23.664764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb9296f0-76f5-46c5-b40b-59721aa30f81 · outbound

This paper cites an unresolved cited work.

Personalized Communication Skills for Agentic Recommender Systems Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-14T04:41:23.696844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1920a8fe-ca2a-421d-85fe-d6fe52c21a85 · outbound

This paper cites an unresolved cited work.

Personalized Communication Skills for Agentic Recommender Systems Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-14T04:41:23.706264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ed74485-99e8-4a2b-bdd3-5c6a216dbae9 · outbound

This paper cites an unresolved cited work.

Personalized Communication Skills for Agentic Recommender Systems Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:41:25.325334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c989abc1-a4ec-407e-8b5f-1d595f45a81c · outbound

This paper cites an unresolved cited work.

Personalized Communication Skills for Agentic Recommender Systems Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-14T04:41:23.790718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0db3a013-3cff-4830-a948-b9c9a3dc6e17 · outbound

This paper cites an unresolved cited work.

Personalized Communication Skills for Agentic Recommender Systems Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:41:25.164755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 79776bc4-d458-4c9f-a4c8-d787294e1d06 · outbound

This paper cites an unresolved cited work.

Personalized Communication Skills for Agentic Recommender Systems Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-14T04:41:23.854838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 109ce097-2b1d-40b2-bba6-2d4350487306 · outbound

This paper cites an unresolved cited work.

Personalized Communication Skills for Agentic Recommender Systems Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-14T04:41:23.889133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d49cc1f5-1e11-42b0-bc95-4cffa640a18b · outbound

This paper cites an unresolved cited work.

Personalized Communication Skills for Agentic Recommender Systems Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:41:24.967042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a54a2b6c-531d-40ad-b099-c1262dd49a7d · outbound

This paper cites an unresolved cited work.

Personalized Communication Skills for Agentic Recommender Systems Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:41:24.864752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c8eaf3bb-ba10-45eb-9180-a43c79b543b1 · outbound

This paper cites an unresolved cited work.

Personalized Communication Skills for Agentic Recommender Systems Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-14T04:41:23.995094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f583d245-de88-4ac7-9b35-f4599cad54c4 · outbound

This paper cites an unresolved cited work.

Personalized Communication Skills for Agentic Recommender Systems Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:41:24.714847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 314a2198-e6e7-4f99-878b-47f5a78f016b · outbound

This paper cites an unresolved cited work.

Personalized Communication Skills for Agentic Recommender Systems Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:41:24.607468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation bbd72015-0890-4e17-89cc-ff9d0f4023c9 · outbound

This paper cites InProceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval.

Personalized Communication Skills for Agentic Recommender Systems InProceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval

Reference 2002

Resolution: unresolved; no resolver link, observed 2026-08-14T04:41:23.508124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 007fb132-efb1-4ac8-bb07-2d5f6f1e8d42 · outbound

This paper cites InProceedings of the 28th ACM international conference on information and knowledge management.

Personalized Communication Skills for Agentic Recommender Systems InProceedings of the 28th ACM international conference on information and knowledge management

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-14T04:41:23.590366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1a4c3ed-f7a7-460a-8089-7293e16ceec1 · outbound

This paper cites InProceedings of the 29th ACM SIGKDD conference on knowledge discovery and data mining.

Personalized Communication Skills for Agentic Recommender Systems InProceedings of the 29th ACM SIGKDD conference on knowledge discovery and data mining

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-14T04:41:23.722600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02e5460f-43ae-446f-86ec-d7ee5bb9ec0c · outbound

This paper cites InProceedings of the 41st International Conference on Machine Learning.

Personalized Communication Skills for Agentic Recommender Systems InProceedings of the 41st International Conference on Machine Learning

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:41:27.364757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

No inbound Pith citation observations are available.