Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T23:21:24.566779Z
Paper Citation Record · LEDGER
As of 11 August 2026, this Paper Citation Record lists 70 of 70 outbound references and 0 inbound Pith citation observations for arXiv:2412.20802.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T23:21:24.566779Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
70 of 70 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation c5041ac6-30da-49ff-b565-89b304f326fb · outbound
Towards Reliable Recommender Systems for Rating Data & McSherry, F
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a974f6dd-c3a0-416a-a938-f6bece83e180 · outbound
Towards Reliable Recommender Systems for Rating Data Unresolved cited work
Reference 2
Source-reported events for the cited work
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Observation c6240cfc-d748-49b2-a51e-c06be36b3434 · outbound
Towards Reliable Recommender Systems for Rating Data & Archimbaud, A
Reference 3
Source-reported events for the cited work
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Observation 552d0c7a-83c2-42e0-a376-b828f9c70a97 · outbound
Towards Reliable Recommender Systems for Rating Data Unresolved cited work
Reference 4
Source-reported events for the cited work
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Observation 0bc77b13-0b09-4c65-b9f0-899f729a41a4 · outbound
Towards Reliable Recommender Systems for Rating Data & Welz, M
Reference 5
Source-reported events for the cited work
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Observation a7d0e8dc-b4ea-40ec-ad1c-a8e1b8373cb0 · outbound
Towards Reliable Recommender Systems for Rating Data B., Garrido, L., Jenaro, C., Martinez-Molina, A., & Arias, B
Reference 6
Source-reported events for the cited work
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Observation 54412bc6-779c-403c-86a3-bc3c2c767eaa · outbound
Towards Reliable Recommender Systems for Rating Data & Ronchetti, E
Reference 8
Source-reported events for the cited work
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Observation 6365d8b1-48a1-46e4-b43c-d7ced734795b · outbound
Towards Reliable Recommender Systems for Rating Data Unresolved cited work
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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Towards Reliable Recommender Systems for Rating Data & Steenkamp, J.-B
Reference 10
Source-reported events for the cited work
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Observation ae261e4d-e6a5-486f-9fbe-dbf07121a6af · outbound
Towards Reliable Recommender Systems for Rating Data E., Robertson, M
Reference 11
Source-reported events for the cited work
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Towards Reliable Recommender Systems for Rating Data & Lanning, S
Reference 12
Source-reported events for the cited work
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Observation 8ba2d5d2-8b1b-4520-a4f3-2ca95ad68cc2 · outbound
Towards Reliable Recommender Systems for Rating Data Unresolved cited work
Reference 13
Source-reported events for the cited work
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Observation 15ff5889-578b-4534-b41c-7b07a8798a82 · outbound
Towards Reliable Recommender Systems for Rating Data Unresolved cited work
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f12c9e50-9cae-43ba-a4ea-34c8552553da · outbound
Towards Reliable Recommender Systems for Rating Data Unresolved cited work
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0e4d714c-680c-40cc-a734-9f3c46996cff · outbound
Towards Reliable Recommender Systems for Rating Data J., & Shen, Z
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4128e6fa-872f-45cc-a59b-78a7879b41c3 · outbound
Towards Reliable Recommender Systems for Rating Data & Absil, P.-A
Reference 17
Source-reported events for the cited work
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Observation 0ff41d4f-5e6f-4420-9ede-fd15bb8f9f81 · outbound
Towards Reliable Recommender Systems for Rating Data & Recht, B
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation daf2beaf-0ebd-4849-a926-ad5305212fbc · outbound
Towards Reliable Recommender Systems for Rating Data Unresolved cited work
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 52bf61fc-1c6a-4f05-9310-2b95dbea85fd · outbound
Towards Reliable Recommender Systems for Rating Data Unresolved cited work
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b478b01d-0a36-495e-b7dd-df0ecf1efeca · outbound
Towards Reliable Recommender Systems for Rating Data Unresolved cited work
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 543274d9-d90f-451e-aa35-db416dc37a9d · outbound
Towards Reliable Recommender Systems for Rating Data Unresolved cited work
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c9879ecc-b1eb-4168-ba52-7c9a3d1df856 · outbound
Towards Reliable Recommender Systems for Rating Data CMA to investigate Amazon and Google over fake reviews
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation e5b8fed4-c927-45e2-9698-72430914ec2a · outbound
Towards Reliable Recommender Systems for Rating Data Unresolved cited work
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 3de6e1bc-57e9-410b-b9a9-70175396fc86 · outbound
Towards Reliable Recommender Systems for Rating Data Unresolved cited work
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 225c8b20-ed51-47f4-829b-b5883794b084 · outbound
Towards Reliable Recommender Systems for Rating Data & van de Geer, S
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation ad4bea40-93f2-482b-893d-71d2d1442c11 · outbound
Towards Reliable Recommender Systems for Rating Data Digital services act: Commission welcomes political agreement on rules ensuring a safe and accountable online environment
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 39a7d96f-889d-479e-8adb-b8ab51840e4e · outbound
Towards Reliable Recommender Systems for Rating Data FTC brings first case challenging fake paid reviews on an independent retail website
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
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Towards Reliable Recommender Systems for Rating Data Trade regulation rule on the use of consumer reviews and testimonials - 16 CFR part 465 - RIN 3084–AB76
Reference 31
Source-reported events for the cited work
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Observation e7f640dc-035b-4731-8fa5-ac67ea7b2b72 · outbound
Towards Reliable Recommender Systems for Rating Data Unresolved cited work
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a542a04e-46d0-446f-bcaa-594b65ece6f4 · outbound
Towards Reliable Recommender Systems for Rating Data Unresolved cited work
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c5f12b47-a63f-40b7-89d2-f771905984f1 · outbound
Towards Reliable Recommender Systems for Rating Data D., & Zadeh, R
Reference 34
Source-reported events for the cited work
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Towards Reliable Recommender Systems for Rating Data Unresolved cited work
Reference 35
Source-reported events for the cited work
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Observation d392d73d-ddb2-46bc-89f2-8c473062d4cd · outbound
Towards Reliable Recommender Systems for Rating Data Unresolved cited work
Reference 36
Source-reported events for the cited work
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Observation 7854aff7-9c1f-4b73-a5cd-3c171eb21de8 · outbound
Towards Reliable Recommender Systems for Rating Data Unresolved cited work
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 994c4030-7384-41f8-b6a2-859bd2084dab · outbound
Towards Reliable Recommender Systems for Rating Data Unresolved cited work
Reference 38
Source-reported events for the cited work
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Observation 06b00822-5bfa-4cb5-a436-c7a0ba393673 · outbound
Towards Reliable Recommender Systems for Rating Data M., Banks, D., Fu, L., Li, M., Tang, Z., & Wu, Q
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4aa77d6f-0d7b-41df-b2b6-d06f5d75fb4c · outbound
Towards Reliable Recommender Systems for Rating Data & Zhu, D
Reference 40
Source-reported events for the cited work
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Towards Reliable Recommender Systems for Rating Data & Zhou, D.-X
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation c04a1a36-392e-42da-a74b-0fbdb20bc511 · outbound
Towards Reliable Recommender Systems for Rating Data Unresolved cited work
Reference 42
Source-reported events for the cited work
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Towards Reliable Recommender Systems for Rating Data X., & Wong, R
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f563bf2-bb82-4e93-b8e0-8aee6659c936 · outbound
Towards Reliable Recommender Systems for Rating Data Unresolved cited work
Reference 44
Source-reported events for the cited work
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Observation 0b7366de-c7fb-49c7-b7ee-71294814a0f7 · outbound
Towards Reliable Recommender Systems for Rating Data Unresolved cited work
Reference 45
Source-reported events for the cited work
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Observation 5a2e9054-a09b-47a8-b959-fae5ac91ecf8 · outbound
Towards Reliable Recommender Systems for Rating Data Unresolved cited work
Reference 46
Source-reported events for the cited work
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Observation 85472676-f386-49d0-949d-d74653141e8b · outbound
Towards Reliable Recommender Systems for Rating Data & Fazel, M
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
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Towards Reliable Recommender Systems for Rating Data M., Tsiligianni, E., & Deligiannis, N
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 73ae0b8c-7056-4e43-b3b3-fb596cad81a3 · outbound
Towards Reliable Recommender Systems for Rating Data T., Kim, J., & Shim, B
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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Towards Reliable Recommender Systems for Rating Data Unresolved cited work
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 5350922b-3359-4c4d-a35d-a3e78b91544c · outbound
Towards Reliable Recommender Systems for Rating Data Unresolved cited work
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9afb3f1d-c786-4a79-a64d-6319bd844537 · outbound
Towards Reliable Recommender Systems for Rating Data R : A Language and Environment for Statistical Computing
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 7254650b-cba7-430a-9a16-8310c4134c50 · outbound
Towards Reliable Recommender Systems for Rating Data Unresolved cited work
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9d394ba9-78f7-446a-bc95-f838f4047a8b · outbound
Towards Reliable Recommender Systems for Rating Data Unresolved cited work
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 69f8121a-c993-4f64-a364-e14962f208e7 · outbound
Towards Reliable Recommender Systems for Rating Data Unresolved cited work
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 844196e9-7b4b-4bbf-b145-a7f9cd6765ca · outbound
Towards Reliable Recommender Systems for Rating Data & Kong, L
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 6d843957-ee7c-4726-93c6-5fa9788e24a0 · outbound
Towards Reliable Recommender Systems for Rating Data Unresolved cited work
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 4a3e60ca-e147-47af-8759-5ffda8b41595 · outbound
Towards Reliable Recommender Systems for Rating Data & Jaakkola, T
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 3cf0e07a-ddfa-40de-adac-beb80254f850 · outbound
Towards Reliable Recommender Systems for Rating Data Unresolved cited work
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f339ba6c-a1cb-4db5-93d0-d4e8e1b8d12f · outbound
Towards Reliable Recommender Systems for Rating Data Unresolved cited work
Reference 60
Source-reported events for the cited work
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Towards Reliable Recommender Systems for Rating Data & Guan, W
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 1b972069-fb21-4d63-afcf-ed3f881a9695 · outbound
Towards Reliable Recommender Systems for Rating Data & Tanaka, M
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 7267c074-c6b8-4502-9372-3499b87a34de · outbound
Towards Reliable Recommender Systems for Rating Data Unresolved cited work
Reference 63
Source-reported events for the cited work
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Towards Reliable Recommender Systems for Rating Data & Yan, X
Reference 64
Source-reported events for the cited work
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Observation 6a708d64-1802-47e0-8cff-7ca718f6ab55 · outbound
Towards Reliable Recommender Systems for Rating Data & Fan, J
Reference 65
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3c3b840-9caf-4b08-b629-a79c4da7b010 · outbound
Towards Reliable Recommender Systems for Rating Data & Meade, A
Reference 66
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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Towards Reliable Recommender Systems for Rating Data & Alfons, A
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 3aac7fd9-58ed-4466-83e5-7add2e1e3602 · outbound
Towards Reliable Recommender Systems for Rating Data Unresolved cited work
Reference 68
Source-reported events for the cited work
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Observation d68af1f2-2144-47fb-911b-ca4d505d301e · outbound
Towards Reliable Recommender Systems for Rating Data Unresolved cited work
Reference 69
Source-reported events for the cited work
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Observation fa771260-2fde-4ce8-90a9-2aceb4501bfd · outbound
Towards Reliable Recommender Systems for Rating Data Unresolved cited work
Reference 70
Source-reported events for the cited work
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Observation c26b2e9b-bb29-448e-9289-d095b99c95ae · outbound
Towards Reliable Recommender Systems for Rating Data Unresolved cited work
Reference 71
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 053c13be-ba40-4258-87f3-80131b07f4b4 · outbound
Towards Reliable Recommender Systems for Rating Data & Wang, M
Reference 72
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 468f5346-00fa-40cb-b19d-5939f7e2e7ae · outbound
Towards Reliable Recommender Systems for Rating Data Unresolved cited work
Reference 73
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.