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Paper Citation Record · LEDGER

CosRec: 2D Convolutional Neural Networks for Sequential Recommendation

As of 22 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:1908.09972.

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

pith.paper-citation-record.v1
1908.09972 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T10:59:39.391148Z

measured 18 of 18 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 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

18 of 18 outbound references displayed

  • verified exact0
  • verified fuzzy3
  • unresolved15
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7914a7ab-905c-4980-a0ce-228d2fd81fd6 · outbound

This paper cites an unresolved cited work.

CosRec: 2D Convolutional Neural Networks for Sequential Recommendation Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-14T10:59:39.689564Z

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.

source=pdf_text observed=2026-08-14T10:59:39.299856Z digest=sha256:19036f04ecf474c1dba8e391e903928f62501559f58fc8e11110dd5284225e4d

Observation 8db50384-5632-473a-99a9-090966e710dd · outbound

This paper cites an unresolved cited work.

CosRec: 2D Convolutional Neural Networks for Sequential Recommendation Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-14T10:59:39.673612Z

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.

source=pdf_text observed=2026-08-14T10:59:39.305661Z digest=sha256:a67be58713a4ca722624ac49328d22dfd322a3e7e96af9bdaebc3c4ccad13101

Observation 63722189-8170-4f95-91b4-b92f97ac6f6d · outbound

This paper cites He, W.-C.

CosRec: 2D Convolutional Neural Networks for Sequential Recommendation He, W.-C

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:59:39.658041Z

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.

source=pdf_text observed=2026-08-14T10:59:39.311970Z digest=sha256:ecd27dadd304f90e5625a6e57e8333c467d9ed4a2f083b2568685b60c78b8bd6

Observation 08ab9036-6688-4dd1-ad86-27e92df3d6a5 · outbound

This paper cites an unresolved cited work.

CosRec: 2D Convolutional Neural Networks for Sequential Recommendation Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-14T10:59:39.317371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T10:59:39.317371Z digest=sha256:24d16032f01b2308cfd5699555fbf1b90257ae6ab362e618c9780afc5f7e5d66

Observation e59c9969-f876-4aed-9ffb-93419de4e358 · outbound

This paper cites an unresolved cited work.

CosRec: 2D Convolutional Neural Networks for Sequential Recommendation Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-14T10:59:39.323251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T10:59:39.323251Z digest=sha256:fd2b093c852a6b60eb78c418721d58d0f41dd0046fa869e7c2637022a9d8e646

Observation ab371ab6-8ad9-40d4-8fa1-c95109a4ca53 · outbound

This paper cites an unresolved cited work.

CosRec: 2D Convolutional Neural Networks for Sequential Recommendation Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-14T10:59:39.611244Z

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.

source=pdf_text observed=2026-08-14T10:59:39.334733Z digest=sha256:2fcc35f883fd84bf643c161df0243e66ce11f34268caf2fc8b5404d81ea937df

Observation 6fbd8da7-c9bd-45f6-a580-6a9948d61d5d · outbound

This paper cites an unresolved cited work.

CosRec: 2D Convolutional Neural Networks for Sequential Recommendation Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-14T10:59:39.595979Z

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.

source=pdf_text observed=2026-08-14T10:59:39.339848Z digest=sha256:e57343df49ef49c1047b3f67d44f93f2b71d93dbb9b17bc2d5cf641a385bcb78

Observation 76baab62-ad34-4cb4-9b7b-7009bf59bb08 · outbound

This paper cites an unresolved cited work.

CosRec: 2D Convolutional Neural Networks for Sequential Recommendation Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-14T10:59:39.578626Z

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.

source=pdf_text observed=2026-08-14T10:59:39.345389Z digest=sha256:a838397d313b33211be3684e27d3ce1389a3d83569d791369f5fd175d39dd0a4

Observation b6eb8630-97a0-43da-bcce-feae2a0837d2 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

CosRec: 2D Convolutional Neural Networks for Sequential Recommendation Adam: A Method for Stochastic Optimization

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-14T10:59:39.350462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T10:59:39.350462Z digest=sha256:b34f41b09ae01f3bcc0bde96f27e10d3188d44617ff0a1f8fbdd6d4134e6db30

Observation 605d963f-d00f-4ee6-96f3-9de69ddb0de1 · outbound

This paper cites Koren, R.

CosRec: 2D Convolutional Neural Networks for Sequential Recommendation Koren, R

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:59:39.561262Z

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.

source=pdf_text observed=2026-08-14T10:59:39.355203Z digest=sha256:415e0d73712559be62d8c75d3e58a84fcdbe9f9ae5595136d88720f1f66df1c7

Observation d134321e-6e05-461d-9f99-e73e744cf2ca · outbound

This paper cites an unresolved cited work.

CosRec: 2D Convolutional Neural Networks for Sequential Recommendation Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-14T10:59:39.359970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T10:59:39.359970Z digest=sha256:c92aa8cbcd46f27187a89b8c464663f2f267a1eecc88ef0db9a77f752cd22891

Observation e62c8f45-c472-49d1-aa14-aed34b321963 · outbound

This paper cites an unresolved cited work.

CosRec: 2D Convolutional Neural Networks for Sequential Recommendation Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-14T10:59:39.515718Z

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.

source=pdf_text observed=2026-08-14T10:59:39.371914Z digest=sha256:a8a4b2beca7fa9f4980c76cc23034bea651db0c7931ec1182395ae7bfcfb979a

Observation 3d1778f1-c22d-4fbf-afef-ef41c05e1e89 · outbound

This paper cites an unresolved cited work.

CosRec: 2D Convolutional Neural Networks for Sequential Recommendation Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-14T10:59:39.376599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T10:59:39.376599Z digest=sha256:a42713ee51340654089196877e780d91b1cd3b76a6288e2e3fb8707609d716a1

Observation 7b52efca-84e7-4c9e-924f-b4cdc59c7bda · outbound

This paper cites an unresolved cited work.

CosRec: 2D Convolutional Neural Networks for Sequential Recommendation Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-14T10:59:39.486810Z

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.

source=pdf_text observed=2026-08-14T10:59:39.386738Z digest=sha256:b27078883a564ac7f5d578849fa0343d19137223cce1fe5038d9c8ae2254ff61

Observation f70a9fe3-c73e-4f31-94cb-0db4c9f443eb · outbound

This paper cites Jose, and Xiangnan He.

CosRec: 2D Convolutional Neural Networks for Sequential Recommendation Jose, and Xiangnan He

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T10:59:39.467851Z

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.

source=pdf_text observed=2026-08-14T10:59:39.391148Z digest=sha256:88a91f45bfeb9b83ecedc3c2a02911262d5b5b921b146d14033eb17b63d172a0

Observation 61c8f99a-0502-48c7-aa31-9d20a45effef · outbound

This paper cites an unresolved cited work.

CosRec: 2D Convolutional Neural Networks for Sequential Recommendation Unresolved cited work

Reference 2009

Resolution
unresolved
raw_fallback, observed 2026-08-14T10:59:39.533045Z

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.

source=pdf_text observed=2026-08-14T10:59:39.364993Z digest=sha256:99d53f19488b432510fe645012e526c8e41f32e077c8867c60fbf16a24f7a777

Observation a8c4829c-fdd5-4111-8959-7b8247a30b06 · outbound

This paper cites an unresolved cited work.

CosRec: 2D Convolutional Neural Networks for Sequential Recommendation Unresolved cited work

Reference 2015

Resolution
unresolved
no resolver link, observed 2026-08-14T10:59:39.329161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T10:59:39.329161Z digest=sha256:c2ace746178b7f261372326ae1f55e2662cd89a0acdeda0e9b0229def433f24d

Observation 5888bd34-1daa-446b-9087-664e03756e97 · outbound

This paper cites BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer.

CosRec: 2D Convolutional Neural Networks for Sequential Recommendation BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer

Reference 2019

Resolution
unresolved
no resolver link, observed 2026-08-14T10:59:39.381060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T10:59:39.381060Z digest=sha256:9ef0a324b8fdd5b53a1ebe94cdbf151ec82b1a856b3009307d06bf0e90c29980

Pith citing papers

No inbound Pith citation observations are available.