Paper Citation Record · LEDGER

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems

As of 21 August 2026, this Paper Citation Record lists 100 of 184 outbound references and 3 inbound Pith citation observations for arXiv:2607.04433.

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

pith.paper-citation-record.v1
2607.04433 v1

Coverage vector

measured 100 of 184 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T19:14:13.105401Z

measured 103 of 103 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T20:37:16.856709Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-02T00:16:10.520619Z

Reference resolution

100 of 184 outbound references displayed

verified exact0
verified fuzzy0
unresolved100
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 849f4efb-0329-4fcf-a899-fbfb0eec8c18 · outbound

This paper cites arXiv preprint arXiv:2602.10226 , year=.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems arXiv preprint arXiv:2602.10226 , year=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c52e9557-ee88-4090-b743-ab4838fd1045 · outbound

This paper cites AgentX: Towards Agent-Driven Self-Iteration of Industrial Recommender Systems.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems AgentX: Towards Agent-Driven Self-Iteration of Industrial Recommender Systems

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87fc9478-e8bb-4c68-a54a-ccd2d88d7276 · outbound

This paper cites Proceedings of the Nineteenth ACM Conference on Recommender Systems , pages=.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Proceedings of the Nineteenth ACM Conference on Recommender Systems , pages=

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f6fde05-1773-43ab-bd3f-05832e4d2fb3 · outbound

This paper cites 2025 IEEE Conference on Artificial Intelligence (CAI) , pages=.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems 2025 IEEE Conference on Artificial Intelligence (CAI) , pages=

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 431f6528-fff1-4f30-9a50-1cdef332c76a · outbound

This paper cites IEEE Access , year=.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems IEEE Access , year=

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2d04063-2330-4e3d-83d4-c9b5c42b16e3 · outbound

This paper cites Expert Systems with Applications , pages=.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Expert Systems with Applications , pages=

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

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Observation 27bd605c-9e16-4910-8b15-36d56f72c386 · outbound

This paper cites Knowledge Graph Enhanced Language Agents for Recommendation.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Knowledge Graph Enhanced Language Agents for Recommendation

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df8ab6a9-38d5-4b47-bbf0-6fc9b82cd96c · outbound

This paper cites International Symposium on Practical Aspects of Declarative Languages , pages=.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems International Symposium on Practical Aspects of Declarative Languages , pages=

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7803598-f849-4c0f-8bc8-d96c076f104c · outbound

This paper cites AAAI , pages=.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems AAAI , pages=

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c62c1163-cff5-4ade-b2c5-b565fe5c7175 · outbound

This paper cites arXiv preprint arXiv:2510.01609 , year=.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems arXiv preprint arXiv:2510.01609 , year=

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4aeba88-4d8f-4d13-b625-77b09980cbfe · outbound

This paper cites Proceedings of the 34th ACM International Conference on Information and Knowledge Management , pages=.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Proceedings of the 34th ACM International Conference on Information and Knowledge Management , pages=

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b9bffe9-a3b8-4f73-95b1-9a9aed148354 · outbound

This paper cites Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) , pages=.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) , pages=

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a4a69ec-a49e-4ea4-9f1e-8b10cd1d1fb3 · outbound

This paper cites Multi-agents based User Values Mining for Recommendation.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Multi-agents based User Values Mining for Recommendation

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a07eae21-604c-4b74-accc-2934fd7e1f8d · outbound

This paper cites Proceedings of the 18th ACM Conference on Recommender Systems , pages=.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Proceedings of the 18th ACM Conference on Recommender Systems , pages=

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e48c12a-142a-4280-9039-20bbcf910005 · outbound

This paper cites Connecting social media post generation with recommender systems , author=.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Connecting social media post generation with recommender systems , author=

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5d0bd2e-962d-4fe1-a155-f2de29b78105 · outbound

This paper cites Proceedings of the ACM on Web Conference 2025 , pages=.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Proceedings of the ACM on Web Conference 2025 , pages=

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a69eaaf-b053-4ea3-9853-08b9df298803 · outbound

This paper cites Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems , pages=.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems , pages=

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fda3472-b01d-48f1-abae-1e8f70b9ca1f · outbound

This paper cites accuracy trade-off: Optimizing rag-enhanced llm recommender systems using multi-head early exit , author=.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems accuracy trade-off: Optimizing rag-enhanced llm recommender systems using multi-head early exit , author=

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b86fdc0c-b5e5-4919-8fff-8a3480055132 · outbound

This paper cites Rethinking Group Recommender Systems in the Era of Generative AI: From One-Shot Recommendations to Agentic Group Decision Support.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Rethinking Group Recommender Systems in the Era of Generative AI: From One-Shot Recommendations to Agentic Group Decision Support

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddaff3a3-be85-47c1-89c0-4f4e0f7f6e27 · outbound

This paper cites Proceedings of the 30th ACM SIGKDD conference on knowledge discovery and data mining , pages=.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Proceedings of the 30th ACM SIGKDD conference on knowledge discovery and data mining , pages=

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97425733-c8e4-4fac-8c11-16556c58420f · outbound

This paper cites Proceedings of the Nineteenth ACM Conference on Recommender Systems , pages=.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Proceedings of the Nineteenth ACM Conference on Recommender Systems , pages=

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a8fb4bf-ccc5-4a28-8a5c-21f5ec98669d · outbound

This paper cites A Multi-Agent Conversational Recommender System.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems A Multi-Agent Conversational Recommender System

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5865da5e-1f47-4e11-ba41-6e27a0196c8e · outbound

This paper cites Proceedings of the 34th ACM International Conference on Information and Knowledge Management , pages=.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Proceedings of the 34th ACM International Conference on Information and Knowledge Management , pages=

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83ab04cd-6ba5-46bf-b9de-508d8e41fc40 · outbound

This paper cites KDD , year=.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems KDD , year=

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

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Unavailable: canonical work link unavailable.

Observation 1a50eaf7-4454-4cac-95e3-15b2e138e791 · outbound

This paper cites Findings of the Association for Computational Linguistics: ACL 2025 , pages=.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Findings of the Association for Computational Linguistics: ACL 2025 , pages=

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e752d45-43f3-4672-b516-e8cdcd28e392 · outbound

This paper cites Proceedings of the Nineteenth ACM Conference on Recommender Systems , pages=.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Proceedings of the Nineteenth ACM Conference on Recommender Systems , pages=

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3c088f9-f1d4-42fd-9c89-d69242e8f314 · outbound

This paper cites 2024 IEEE International Conference on Big Data (BigData) , pages=.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems 2024 IEEE International Conference on Big Data (BigData) , pages=

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cfcf885-fde0-4caa-afa5-633e772c81fb · outbound

This paper cites Collab-REC: An LLM-based Agentic Framework for Balancing Recommendations in Tourism.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Collab-REC: An LLM-based Agentic Framework for Balancing Recommendations in Tourism

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5626187a-4fab-4ca7-a291-57a0bf3f74ba · outbound

This paper cites Towards Aligning Personalized Conversational Recommendation Agents with Users' Privacy Preferences.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Towards Aligning Personalized Conversational Recommendation Agents with Users' Privacy Preferences

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1301afb-45e2-418f-a0e2-f50cc51eab2d · outbound

This paper cites Adjunct Proceedings of the 33rd ACM Conference on User Modeling, Adaptation and Personalization , pages=.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Adjunct Proceedings of the 33rd ACM Conference on User Modeling, Adaptation and Personalization , pages=

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39514e4a-091a-4f19-9f0e-6290eee4ed25 · outbound

This paper cites arXiv e-prints , pages=.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems arXiv e-prints , pages=

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbae8f6f-28b6-43ed-bf85-280e484f90f7 · outbound

This paper cites Agentic Personalized Fashion Recommendation in the Age of Generative AI: Challenges, Opportunities, and Evaluation.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Agentic Personalized Fashion Recommendation in the Age of Generative AI: Challenges, Opportunities, and Evaluation

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2578482-cefa-480c-9077-8b5a03a4180d · outbound

This paper cites RAG-VisualRec: An Open Resource for Vision- and Text-Enhanced Retrieval-Augmented Generation in Recommendation.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems RAG-VisualRec: An Open Resource for Vision- and Text-Enhanced Retrieval-Augmented Generation in Recommendation

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2981598-00c1-4902-bc63-63d32c3dbbd5 · outbound

This paper cites arXiv preprint arXiv:2510.02668 , year=.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems arXiv preprint arXiv:2510.02668 , year=

Reference 34

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0cc40623-3c95-45b4-b585-f97695b6910c · outbound

This paper cites Proceedings of the Nineteenth ACM Conference on Recommender Systems , pages=.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Proceedings of the Nineteenth ACM Conference on Recommender Systems , pages=

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

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Observation 6e8ebf6b-c5b7-4f4d-adb4-771b4835da56 · outbound

This paper cites arXiv preprint arXiv:2601.00930 , year=.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems arXiv preprint arXiv:2601.00930 , year=

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a45cd1d-e74f-4c48-a592-e0da6e6a2698 · outbound

This paper cites ICML , pages=.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems ICML , pages=

Reference 37

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

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Unavailable: canonical work link unavailable.

Observation 6a8eb30a-2dcc-4334-b40b-bc6e6b43ec12 · outbound

This paper cites TOIS , volume=.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems TOIS , volume=

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d437b60b-e4a2-4105-a8a0-71a4f699b17a · outbound

This paper cites ACL , pages=.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems ACL , pages=

Reference 39

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d67bb340-6d75-4b0a-ae7d-168f35e31db7 · outbound

This paper cites WSDM , pages=.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems WSDM , pages=

Reference 40

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d977ef17-a3e7-4757-a16f-4590bd182d56 · outbound

This paper cites TalkPlayData 2: An Agentic Synthetic Data Pipeline for Multimodal Conversational Music Recommendation.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems TalkPlayData 2: An Agentic Synthetic Data Pipeline for Multimodal Conversational Music Recommendation

Reference 41

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85a7aac5-e4ec-47e1-ba97-801669c531c5 · outbound

This paper cites Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation

Reference 42

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc8d7151-547e-4f2e-9266-1f075b443ea0 · outbound

This paper cites ACM Transactions on Information Systems , volume=.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems ACM Transactions on Information Systems , volume=

Reference 43

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5c92cad-607b-45b9-8df4-49803728deec · outbound

This paper cites Tree-based RAG-Agent Recommendation System: A Case Study in Medical Test Data.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Tree-based RAG-Agent Recommendation System: A Case Study in Medical Test Data

Reference 44

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2484de8d-af1c-4e72-aa2b-c2e03b3f9a58 · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume=.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 45

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef2410a0-2f0e-4af3-bd3b-3bf7a63a05ed · outbound

This paper cites Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval , pages=.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval , pages=

Reference 46

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d812bb5e-969d-4902-a031-87cd66f81963 · outbound

This paper cites CARTS: Collaborative Agents for Recommendation Textual Summarization.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems CARTS: Collaborative Agents for Recommendation Textual Summarization

Reference 47

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08567307-4f09-4283-b2da-8e07577eaa49 · outbound

This paper cites User Behavior Simulation with Large Language Model based Agents.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems User Behavior Simulation with Large Language Model based Agents

Reference 48

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cde25b15-8066-4a3a-9170-27790d460c90 · outbound

This paper cites AAAI , year=.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems AAAI , year=

Reference 49

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 994a4d36-6006-4b90-acde-bb7a4ee3534a · outbound

This paper cites Companion Proceedings of the ACM on Web Conference 2025 , pages=.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Companion Proceedings of the ACM on Web Conference 2025 , pages=

Reference 50

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d213111b-002b-4ddc-ad3f-d0c048514910 · outbound

This paper cites Proceedings of the 48th International ACM SIGIR conference on Research and Development in Information Retrieval , pages=.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Proceedings of the 48th International ACM SIGIR conference on Research and Development in Information Retrieval , pages=

Reference 51

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b568e9b-8fc9-4df6-a859-7c6b5af5cc1e · outbound

This paper cites arXiv preprint arXiv:2509.10397 , year=.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems arXiv preprint arXiv:2509.10397 , year=

Reference 52

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74a590d6-50af-48c3-bb16-575815a2e5e7 · outbound

This paper cites Simulating Filter Bubble on Short-video Recommender System with Large Language Model Agents.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Simulating Filter Bubble on Short-video Recommender System with Large Language Model Agents

Reference 53

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f69fb43-1714-4996-8886-ec51d3fe7278 · outbound

This paper cites GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation

Reference 54

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

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Unavailable: canonical work link unavailable.

Observation 628b7012-a000-4134-bb41-161d0c4b8b88 · outbound

This paper cites AI Agent for Information Retrieval Workshop , pages=.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems AI Agent for Information Retrieval Workshop , pages=

Reference 55

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa5f5bc8-1559-4108-bde1-d29a73bb4eb4 · outbound

This paper cites Proceedings of the ACM Web Conference 2024 , pages=.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Proceedings of the ACM Web Conference 2024 , pages=

Reference 56

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

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Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems arXiv:2510.13371 , year=

Reference 57

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Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems VRAgent-R1: Boosting Video Recommendation with MLLM-based Agents via Reinforcement Learning

Reference 58

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Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems arXiv preprint arXiv:2508.13423 , year=

Reference 59

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Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval , pages=

Reference 60

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Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval , pages=

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Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems arXiv:2510.06078 , year=

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Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Proceedings of the 7th ACM Conference on Conversational User Interfaces , pages=

Reference 63

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Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Cloud-Device Collaborative Agents for Sequential Recommendation

Reference 64

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Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Enhancing Recommender Systems with Large Language Model Reasoning Graphs

Reference 65

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Reference 66

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Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems 2018 IEEE international conference on data mining (ICDM) , pages=

Reference 67

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Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence , pages=

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Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems The Future is Agentic: Definitions, Perspectives, and Open Challenges of Multi-Agent Recommender Systems

Reference 69

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Reference 70

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Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems ARAG: Agentic Retrieval Augmented Generation for Personalized Recommendation

Reference 71

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Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems arXiv preprint arXiv:2504.20094 , year=

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Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems World Wide Web , volume=

Reference 73

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Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems A Survey of Large Language Model Empowered Agents for Recommendation and Search: Towards Next-Generation Information Retrieval

Reference 74

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Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Towards Agentic Recommender Systems in the Era of Multimodal Large Language Models

Reference 75

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Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems A Survey on LLM-powered Agents for Recommender Systems

Reference 76

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Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems A Survey of Foundation Model-Powered Recommender Systems: From Feature-Based, Generative to Agentic Paradigms

Reference 77

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Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) , pages=

Reference 78

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Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems IEEE Transactions on Knowledge and Data Engineering , volume=

Reference 79

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Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Foundations and Trends

Reference 80

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Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining , pages=

Reference 81

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

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Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Recommendation with Generative Models

Reference 82

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Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Thought-Augmented Planning for LLM-Powered Interactive Recommender Agent

Reference 83

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Observation 0e202e13-11d2-4902-96e7-f214dec7deda · outbound

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Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Agent0: Leveraging LLM Agents to Discover Multi-value Features from Text for Enhanced Recommendations

Reference 84

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Observation 7e849846-a667-4507-9e0f-de4c52c61db1 · outbound

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Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems arXiv preprint arXiv:2510.05598 , year=

Reference 85

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Reference 86

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Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval , pages=

Reference 87

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Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems 2024 , eprint=

Reference 88

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Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Acm transactions on interactive intelligent systems (tiis) , volume=

Reference 89

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Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Proceedings of the 38th international ACM SIGIR conference on research and development in information retrieval , pages=

Reference 90

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Reference 91

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Reference 92

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Reference 93

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Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems 2025 IEEE 4th International Conference on Computing and Machine Intelligence (ICMI) , pages=

Reference 94

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Reference 95

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Reference 96

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Observation 4d1cbde8-6eb9-4387-8213-22d109208c51 · outbound

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Reference 97

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Reference 98

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Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval , pages=

Reference 99

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Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems IEEE Transactions on Computational Social Systems , volume=

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Pith citing papers

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SR-Agent: An Experience-Driven Agentic Framework for Post-Ranking Strategy Refinement in E-Commerce Recommendation cites this paper.

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Reference 36

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Observation 1d96953a-9406-4ea0-98f2-fd335654938f · inbound

A Position Paper on Recommender Systems in the Era of Autonomous Agents cites this paper.

A Position Paper on Recommender Systems in the Era of Autonomous Agents Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-08-01T20:38:31.028331Z

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Observation 5a54bfb5-291d-4b4f-9392-e3f3d08d5345 · inbound

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Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-30T17:56:01.438712Z

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