Paper Citation Record · LEDGER

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale

As of 7 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 0 inbound Pith citation observations for arXiv:2607.09540.

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

pith.paper-citation-record.v1
2607.09540 v4

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T07:33:47.804904Z

measured 56 of 56 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

56 of 56 outbound references displayed

verified exact0
verified fuzzy0
unresolved55
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 92ea710d-b113-41d9-9840-9464e566c6e3 · outbound

This paper cites an unresolved cited work.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:40.622830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50d4a905-d95f-4540-a66b-158e850b8a9e · outbound

This paper cites an unresolved cited work.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:40.766051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0f32bd7-ff08-41f5-9c78-c3ae8e090de5 · outbound

This paper cites an unresolved cited work.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:40.885057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39661f87-c3f3-48fc-a0e4-bc4cfd63acc9 · outbound

This paper cites an unresolved cited work.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:41.034179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 292526a5-cf3d-4e1d-acb9-e242f8b9580d · outbound

This paper cites an unresolved cited work.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:41.295713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74b65b32-0158-4e3a-a65c-cf974cb35ad1 · outbound

This paper cites an unresolved cited work.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:41.461344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ff5dddd-1830-4981-8e4d-d4858f5018b9 · outbound

This paper cites Keshavan, Shifan Mao, Nikhil Mehta, Zhengyang Su, Alicia Tsai, Yueqi Wang, Shao-Chuan Wang, Xinyang Yi, Lexi Baugher, Baykal Cakici, Ed H.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Keshavan, Shifan Mao, Nikhil Mehta, Zhengyang Su, Alicia Tsai, Yueqi Wang, Shao-Chuan Wang, Xinyang Yi, Lexi Baugher, Baykal Cakici, Ed H

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:41.597059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7408631a-25c6-46bf-b4a5-d18a92fa0258 · outbound

This paper cites an unresolved cited work.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:41.712748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7eb54bfe-f631-4be9-8d9a-e2874ed0201d · outbound

This paper cites an unresolved cited work.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:41.813127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 138c52df-aabf-42ce-8a01-602f020b6ce5 · outbound

This paper cites an unresolved cited work.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:41.922746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 966c5da4-8b81-4196-9ebc-ab4a710a9f59 · outbound

This paper cites Large Language Models as Zero-Shot Conversational Recommenders.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Large Language Models as Zero-Shot Conversational Recommenders

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:42.008292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 667995a8-e84b-41fd-ab88-a3132b191fc1 · outbound

This paper cites McAuley, and Wayne Xin Zhao.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale McAuley, and Wayne Xin Zhao

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:42.163507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19fcffe6-5b6a-446e-a8a7-f4507e33ed3a · outbound

This paper cites an unresolved cited work.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:42.287419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90eec28e-ef76-41d4-887b-8073bfed049b · outbound

This paper cites an unresolved cited work.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Unresolved cited work

Reference 14

Resolution: malformed identifier; no resolver link, observed 2026-08-02T07:33:42.403036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 565ba13a-9b4c-4f64-b8b4-229aa57e582e · outbound

This paper cites 2010.Recommender systems: an introduction.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale 2010.Recommender systems: an introduction

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:42.498573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0e46e09-79f5-496b-af4a-1eb4fbd89b7d · outbound

This paper cites End-to-End Semantic ID Generation for Generative Advertisement Recommendation.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale End-to-End Semantic ID Generation for Generative Advertisement Recommendation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:42.611779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d04407ea-0eca-4e9d-baee-642627994544 · outbound

This paper cites Generative Multi-Target Cross-Domain Recommendation.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Generative Multi-Target Cross-Domain Recommendation

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:42.744101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 188a02a0-107d-4688-ab62-f5d1321a095b · outbound

This paper cites an unresolved cited work.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:42.871215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ebe0583-a5c9-40ee-bf51-7a3803a25161 · outbound

This paper cites Metric Optimization and Mainstream Bias Mitigation in Recommender Systems.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Metric Optimization and Mainstream Bias Mitigation in Recommender Systems

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:43.009103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 268a1619-3b40-4a2e-81c6-8171cbd9ff47 · outbound

This paper cites Is ChatGPT a Good Recommender? A Preliminary Study.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Is ChatGPT a Good Recommender? A Preliminary Study

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:43.129906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f156133-e4b6-4d79-9771-4cc724e771af · outbound

This paper cites an unresolved cited work.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:43.276148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 949b1976-1c1c-4010-88bb-588bc37f406a · outbound

This paper cites an unresolved cited work.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:43.388622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff51b25e-c3dd-462a-8fc8-fc5d9cb16a48 · outbound

This paper cites an unresolved cited work.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:43.573020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f33ab211-a62b-4349-b869-0a457e488288 · outbound

This paper cites an unresolved cited work.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:43.717866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffa9e85b-f1b9-4048-b007-4c7b62484d76 · outbound

This paper cites an unresolved cited work.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:43.879430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 394a728a-23d7-4324-aa58-063fcac69568 · outbound

This paper cites Deep Learning Recommendation Model for Personalization and Recommendation Systems.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Deep Learning Recommendation Model for Personalization and Recommendation Systems

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:43.990935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50176a9a-435a-47e1-817b-bf7275f37a70 · outbound

This paper cites an unresolved cited work.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:44.155145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a330c544-3857-45a6-a4ae-61477e51c279 · outbound

This paper cites Tran, Jonah Samost, Maciej Kula, Ed H.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Tran, Jonah Samost, Maciej Kula, Ed H

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:44.281568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1615d8ff-c12e-4bed-b329-692cb431ed0d · outbound

This paper cites an unresolved cited work.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:44.449160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ada762d-7673-44bc-a49f-c9d558d2e65c · outbound

This paper cites an unresolved cited work.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:44.576606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a60e9204-d877-422e-9071-75e70a9c7ea5 · outbound

This paper cites Sculley, Gary Holt, Daniel Golovin, Eugene Davydov, Todd Phillips, Diet- mar Ebner, Vinay Chaudhary, Michael Young, Jean-François Crespo, and Dan Dennison.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Sculley, Gary Holt, Daniel Golovin, Eugene Davydov, Todd Phillips, Diet- mar Ebner, Vinay Chaudhary, Michael Young, Jean-François Crespo, and Dan Dennison

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:44.730060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4387c87a-a3bb-4b8f-beb0-cd9bebc93c03 · outbound

This paper cites an unresolved cited work.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:44.892065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a37350ca-9c18-4c9c-8f7b-0a5b9644d9dd · outbound

This paper cites an unresolved cited work.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:45.040808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8027fabf-facb-41d5-b329-2c49487d2ab0 · outbound

This paper cites an unresolved cited work.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:45.158215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5dca6af2-40fd-4ec3-865a-dd72ff09ee01 · outbound

This paper cites Cohen, and Donald Metzler.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Cohen, and Donald Metzler

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:45.263784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2395fb28-75d7-48d1-ae1e-bc76d537f980 · outbound

This paper cites an unresolved cited work.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:45.406099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38ea2178-2071-418b-9f22-3f4bc9456bc4 · outbound

This paper cites an unresolved cited work.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:45.566294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4510edfc-b43d-420b-98a4-30bb6c969ddd · outbound

This paper cites an unresolved cited work.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:45.718530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a58db188-a107-46c4-9f4e-9e230858bd3e · outbound

This paper cites an unresolved cited work.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:45.840159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ef5ae5b-48ec-4e89-abfa-71fa5bdf9e3a · outbound

This paper cites an unresolved cited work.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:45.980676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32c434c6-4d2d-48ed-b12b-199912f86aaa · outbound

This paper cites Generative Recommendation: Towards Next-generation Recommender Paradigm.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Generative Recommendation: Towards Next-generation Recommender Paradigm

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:46.134679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 165672c7-4115-4524-8475-e690fb479162 · outbound

This paper cites an unresolved cited work.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:46.272786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4337836e-c798-429d-b29b-92ab2e875ae4 · outbound

This paper cites an unresolved cited work.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:46.375748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cf7bc82-bf3f-492d-8aa6-4bef148d325c · outbound

This paper cites an unresolved cited work.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:46.487616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e5e4bcd-bda1-4b39-a56d-b41e213bb6ed · outbound

This paper cites an unresolved cited work.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:46.601466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83bf0deb-8db9-4295-bff5-2c10040a938d · outbound

This paper cites an unresolved cited work.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:46.765063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f466a78d-9621-499f-8f4c-400e0af2aad5 · outbound

This paper cites an unresolved cited work.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:46.871236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81cb9a8c-4dad-456e-8a18-c442c0a2eecd · outbound

This paper cites an unresolved cited work.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:46.934194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c880b48-1f85-4492-a5fb-8a148f0f9f7b · outbound

This paper cites an unresolved cited work.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:47.095550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cafb1b5-ae6a-447b-aa3c-8a63c83b4010 · outbound

This paper cites Unifying Search and Recommendation in LLMs via Gradient Multi-Subspace Tuning.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Unifying Search and Recommendation in LLMs via Gradient Multi-Subspace Tuning

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:47.374689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1101e5e-fe46-4282-96f1-1c1363eaaf14 · outbound

This paper cites an unresolved cited work.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Unresolved cited work

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:47.535989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c297143-42e6-4276-9ec9-53e68263f52c · outbound

This paper cites an unresolved cited work.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:47.617039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 859bd66c-d2bd-4705-96a5-735be0a79b2a · outbound

This paper cites Beyond Unimodal Boundaries: Generative Recommendation with Multimodal Semantics.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Beyond Unimodal Boundaries: Generative Recommendation with Multimodal Semantics

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:47.695716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2ccf09a-13c6-43e8-aab2-5179fe35a1cc · outbound

This paper cites an unresolved cited work.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:47.804904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df8f368b-8e50-4df9-bcd3-2ecaa7732491 · outbound

This paper cites InDLRS@RecSys.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale InDLRS@RecSys

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:41.152469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1da6997-0ece-4739-b11c-91ca77f60b94 · outbound

This paper cites Cold-Start Recommendation towards the Era of Large Language Models (LLMs): A Comprehensive Survey and Roadmap.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Cold-Start Recommendation towards the Era of Large Language Models (LLMs): A Comprehensive Survey and Roadmap

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:47.232241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.