Paper Citation Record · LEDGER

SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation

As of 17 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 6 inbound Pith citation observations for arXiv:2504.12722.

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

pith.paper-citation-record.v1
2504.12722 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:29:20.116769Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:38:07.534439Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T14:05:46.445823Z

Reference resolution

36 of 36 outbound references displayed

verified exact0
verified fuzzy0
unresolved36
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 39c00e7a-6648-462f-aaa6-47e75348ee75 · outbound

This paper cites an unresolved cited work.

SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:29:20.455044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 91cb1b82-bb32-40b3-a3e1-eb249a692b9b · outbound

This paper cites Can Large Language Models Be an Alternative to Human Evaluations?.

SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation Can Large Language Models Be an Alternative to Human Evaluations?

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-16T12:29:20.011272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e4351e5-a7e7-4606-8bba-40f19bd5bae5 · outbound

This paper cites an unresolved cited work.

SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:29:20.445010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 303985fe-00c7-4ee5-94d4-d395782735f3 · outbound

This paper cites an unresolved cited work.

SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:29:20.434289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 05d99981-93c8-4d95-a92c-ce1686bbe683 · outbound

This paper cites an unresolved cited work.

SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T12:29:20.022151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f6cb4e0-baee-4a73-90b6-58674e2b1555 · outbound

This paper cites an unresolved cited work.

SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T12:29:20.025633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60b5edaf-7fd5-4990-9928-697bdabd818f · outbound

This paper cites an unresolved cited work.

SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T12:29:20.029166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5685943e-a00c-433c-a4dc-3612f6f16783 · outbound

This paper cites Recommender AI Agent: Integrating Large Language Models for Interactive Recommendations.

SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation Recommender AI Agent: Integrating Large Language Models for Interactive Recommendations

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T12:29:20.032213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b1836b6-a61d-45a1-8865-8f71f143d980 · outbound

This paper cites an unresolved cited work.

SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:29:20.405262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b5ba8778-2710-4104-951e-60c365ceeebc · outbound

This paper cites Do LLMs Understand User Preferences? Evaluating LLMs On User Rating Prediction.

SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation Do LLMs Understand User Preferences? Evaluating LLMs On User Rating Prediction

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T12:29:20.038766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1014d4b8-1a6f-4f8a-890f-d600bf2013c7 · outbound

This paper cites an unresolved cited work.

SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:29:20.396256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4f20ad4d-182a-49e7-87fd-40273448176e · outbound

This paper cites an unresolved cited work.

SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T12:29:20.044965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6c7dd3f-30bf-430b-a9b6-9375adf98a2d · outbound

This paper cites an unresolved cited work.

SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:29:20.381203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation db0ee18d-b2c3-45b9-9096-f8b50ff109a5 · outbound

This paper cites GPT4Rec: A Generative Framework for Personalized Recommendation and User Interests Interpretation.

SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation GPT4Rec: A Generative Framework for Personalized Recommendation and User Interests Interpretation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T12:29:20.050729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b4be153-79eb-4fbd-8202-7955e12ca8d1 · outbound

This paper cites an unresolved cited work.

SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:29:20.372010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7fc4fb4e-dcda-474d-8f9c-bad940d62941 · outbound

This paper cites an unresolved cited work.

SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T12:29:20.056401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36245b2a-1ddd-4675-a56c-c1e7858808b0 · outbound

This paper cites Rec-GPT4V: Multimodal Recommendation with Large Vision-Language Models.

SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation Rec-GPT4V: Multimodal Recommendation with Large Vision-Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-16T12:29:20.059175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7a344b8-7b8c-4a5e-a1df-1622d0d0ca37 · outbound

This paper cites an unresolved cited work.

SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T12:29:20.062692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0134ee1-eb8d-4f02-ac15-b227f000d469 · outbound

This paper cites an unresolved cited work.

SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:29:20.349611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9ba43aef-d05c-4e03-88dd-ba3aff40a982 · outbound

This paper cites an unresolved cited work.

SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:29:20.339365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 12c8a79c-c980-4c3f-aa21-50ed41ad2649 · outbound

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

SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation User Behavior Simulation with Large Language Model based Agents

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T12:29:20.071690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce4858d4-568b-4faf-8516-db816cdec38a · outbound

This paper cites LLM-Enhanced User-Item Interactions: Leveraging Edge Information for Optimized Recommendations.

SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation LLM-Enhanced User-Item Interactions: Leveraging Edge Information for Optimized Recommendations

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T12:29:20.075261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fa0bb3b-fcc0-46d5-b936-6981c309584e · outbound

This paper cites RecMind: Large Language Model Powered Agent For Recommendation.

SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation RecMind: Large Language Model Powered Agent For Recommendation

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T12:29:20.078390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2533cce8-de34-40af-bf5c-8752b0b64002 · outbound

This paper cites Attentional Factorization Machines: Learning the Weight of Feature Interactions via Attention Networks.

SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation Attentional Factorization Machines: Learning the Weight of Feature Interactions via Attention Networks

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-16T12:29:20.081603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54906748-3879-4834-a8f2-41c61ffe895f · outbound

This paper cites an unresolved cited work.

SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:29:20.329652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 6d71d34d-d2f4-4ddf-b7d2-6e8bb5589bdf · outbound

This paper cites MiniCPM-V: A GPT-4V Level MLLM on Your Phone.

SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation MiniCPM-V: A GPT-4V Level MLLM on Your Phone

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-16T12:29:20.088206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9145e8c6-243e-4b0e-b446-fcd64bd39c5a · outbound

This paper cites Evaluating Large Language Models as Generative User Simulators for Conversational Recommendation.

SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation Evaluating Large Language Models as Generative User Simulators for Conversational Recommendation

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-16T12:29:20.091266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37b65336-d75e-4cc7-afba-4ac709f5d0ba · outbound

This paper cites an unresolved cited work.

SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:29:20.320158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c36fe02a-550d-489f-bcf9-13fcd301a648 · outbound

This paper cites On Generative Agents in Recommendation.

SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation On Generative Agents in Recommendation

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-16T12:29:20.096749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1190e4e2-7afa-4b88-9662-644c7a0f8132 · outbound

This paper cites Prospect Personalized Recommendation on Large Language Model-based Agent Platform.

SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation Prospect Personalized Recommendation on Large Language Model-based Agent Platform

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-16T12:29:20.099630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74b9689b-3d3f-461a-90bf-e5a4e3befb73 · outbound

This paper cites an unresolved cited work.

SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:29:20.310843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 65465cbe-ea65-4279-95bd-07abd817e8ec · outbound

This paper cites an unresolved cited work.

SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-16T12:29:20.105268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f8c29b1-f995-461e-91a1-660cb03db81f · outbound

This paper cites an unresolved cited work.

SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:29:20.294992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a91d02fa-9320-4333-beaa-19ddbd376712 · outbound

This paper cites an unresolved cited work.

SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:29:20.285205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 92e0700d-a0d5-458d-bb8b-690017b87717 · outbound

This paper cites online" 'onlinestring :=.

SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation online" 'onlinestring :=

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-16T12:29:20.113369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7d235b7-9f58-4db9-babb-4384222f1d23 · outbound

This paper cites write newline.

SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation write newline

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-16T12:29:20.116769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 16aa5456-0da4-4f9f-8de7-48d5cc790b59 · inbound

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

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T13:44:48.477482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de9bffd6-e94f-41e5-9f37-225aef9587a8 · inbound

CitySim: Modeling Urban Behaviors and City Dynamics with Large-Scale LLM-Driven Agent Simulation cites this paper.

CitySim: Modeling Urban Behaviors and City Dynamics with Large-Scale LLM-Driven Agent Simulation SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T22:22:39.583050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1dcabc9-5295-41b1-a246-dfae46585eae · inbound

Exploration on Demand: From Algorithmic Control to User Empowerment cites this paper.

Exploration on Demand: From Algorithmic Control to User Empowerment SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-06T12:23:49.834842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ef140cf-f01d-463e-a8ff-8c14e27e3c0f · inbound

A Survey on Generative Recommendation: Data, Model, and Tasks cites this paper.

A Survey on Generative Recommendation: Data, Model, and Tasks SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-18T03:50:52.185463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e6abfce5-7142-4748-bdb0-e121432fafc3 · inbound

How Well Do Large Language Models Capture Human Personality? cites this paper.

How Well Do Large Language Models Capture Human Personality? SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-07-01T14:05:46.448183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e47c87a4-1416-4b8b-924e-a8ed988bcd58 · inbound

Learning from Online User Feedback for Shopping Agents cites this paper.

Learning from Online User Feedback for Shopping Agents SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T00:38:07.534439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.