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Paper Citation Record · LEDGER

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation

As of 8 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 4 inbound Pith citation observations for arXiv:2505.21154.

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

pith.paper-citation-record.v1
2505.21154 v1

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:44:53.785687Z

measured 56 of 56 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T13:32:19.344646Z

Reference resolution

52 of 52 outbound references displayed

  • verified exact3
  • verified fuzzy32
  • unresolved17
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d35b0b3c-905c-4cfb-9e4f-865ea73726c7 · outbound

This paper cites Argyle, Ethan C.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation Argyle, Ethan C

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:45:01.018816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:44:48.391728Z digest=sha256:bfd5959899a7be935fb8d2f1cbc782bac3f7a12d0af048f216b9d40859369274

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

This paper cites SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation.

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.

source=pdf_text observed=2026-08-07T13:44:48.477482Z digest=sha256:f2ecd68b83c121a32eb3d896587e68c201d70816d3cd41582a9c15ba918ac0d2

Observation 3c8c4274-983a-413e-8c23-f15b18e4744b · outbound

This paper cites A cooperative species: Human reciprocity and its evolution.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation A cooperative species: Human reciprocity and its evolution

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:45:00.713971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:44:48.588833Z digest=sha256:8213c56923ba3c229a7d5bacaee40f00de2967165d62e0a16f649b6e16498e3f

Observation 2eaeeb05-145c-4d00-81d1-1a6a88c19382 · outbound

This paper cites Agentic feedback loop modeling improves recommendation and user simulation.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation Agentic feedback loop modeling improves recommendation and user simulation

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:45:00.439115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:44:48.702833Z digest=sha256:8a0585eb42f0cbb5efc51a56dca7e346ab3526f8acc6cb9e0e1728b0efb518bb

Observation f2432c85-55a9-4494-99ac-9a8c47b569ee · outbound

This paper cites Twenty Years of Personality Computing: Threats, Challenges and Future Directions.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation Twenty Years of Personality Computing: Threats, Challenges and Future Directions

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-08-07T13:44:54.513502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:44:48.886102Z digest=sha256:39d1556f891481660cb08bc748c8ccf402c82823103d40591f854879f91acd33

Observation cbe2aaf1-17b6-44d5-854d-33e92d732f8e · outbound

This paper cites Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T13:44:49.103550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:44:49.103550Z digest=sha256:b51fbd3ea7751b8d929b2a7bfaa115c143e17b220635f0adda5c7ca93f16b8aa

Observation 6b3db0b0-d882-41fe-b5a2-c3a9751e5791 · outbound

This paper cites an unresolved cited work.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:45:00.151179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:44:49.270992Z digest=sha256:be2dbfa57e718c1414ef1d45e6bc21437874adc5415b509e530fa6bd1ab63af6

Observation 2b24fb65-44e9-48af-b145-8919e8dedcd1 · outbound

This paper cites S$^3$: Social-network Simulation System with Large Language Model-Empowered Agents.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation S$^3$: Social-network Simulation System with Large Language Model-Empowered Agents

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T13:44:49.397839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:44:49.397839Z digest=sha256:5b24922e1a35cc6d2194ec497f824ac84135d68400aefe15c2e2768639d87de2

Observation 4016d3b7-ac36-4674-b45c-169fb05035e7 · outbound

This paper cites Large Language Model based Multi-Agents: A Survey of Progress and Challenges.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation Large Language Model based Multi-Agents: A Survey of Progress and Challenges

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T13:44:49.518543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:44:49.518543Z digest=sha256:76263ad31bbaaf212dab2f68b19e5b2601ce3ecc697104ae6632473bcd9a208d

Observation ecdc58c9-c07b-4d4b-9ba9-5ba748490b2d · outbound

This paper cites The movielens datasets: History and context.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation The movielens datasets: History and context

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T13:44:49.688914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:44:49.688914Z digest=sha256:b7aa113223386cd1557b070766455eaba08d229152814496a304fa708c7e3bd4

Observation 74678b04-d922-491b-a7e3-eb9a7d25592b · outbound

This paper cites Lightgcn: Simplifying and powering graph convolution network for recommendation.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation Lightgcn: Simplifying and powering graph convolution network for recommendation

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T13:44:49.781818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:44:49.781818Z digest=sha256:eddd800b32025c0a207204e45081cb17dfe52dbcae2021cf72dffc7fcb837625

Observation 7980d1ec-6bb9-46f6-bb7c-69b24138175e · outbound

This paper cites An llm-enhanced agent-based simulation tool for information propagation.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation An llm-enhanced agent-based simulation tool for information propagation

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:44:59.898900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:44:49.839212Z digest=sha256:23fd4098d64200d45f74b2f905c52418978df8dfc18bbdd953616b5c7378cc8f

Observation ec8a6043-25a1-4e1b-9e80-c954be14d879 · outbound

This paper cites Recsim: A con- figurable simulation platform for recommender systems.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation Recsim: A con- figurable simulation platform for recommender systems

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:44:59.521436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:44:49.926854Z digest=sha256:8dcac3845cbc5988f7f8e2e9832e7d0d330fa8757ca11b40dee91fb8bde015b4

Observation 853bdac7-a6e5-4360-9cc4-969354322a36 · outbound

This paper cites Positive affect, cognitive processes, and social behavior.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation Positive affect, cognitive processes, and social behavior

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:44:59.170397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:44:49.994644Z digest=sha256:42dbc5abf47ad2cfa8cb4b3d1d2641f0f97d856b4e916c7a5cfc4e82b2edd971

Observation 15d27f7d-45b7-4e27-a60d-a8c7610328df · outbound

This paper cites Challenging low homophily in social recommendation.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation Challenging low homophily in social recommendation

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:44:58.865205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:44:50.059073Z digest=sha256:ccbb60fa1b75cbe49f6cf0b4abcfda69464a0551591a829562bb4920395a79c3

Observation b261f195-c8f0-4277-ae61-be78fd689a01 · outbound

This paper cites Self-attentive sequential rec- ommendation.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation Self-attentive sequential rec- ommendation

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:44:58.568511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:44:50.116641Z digest=sha256:3d4fe619c4670cac7f6d88b53ee76f4dc16daebcc183a32dd14c438fa46e81ec

Observation c2562728-f056-4aa3-922a-fe0e7b20ce5a · outbound

This paper cites The foreign- language effect: Thinking in a foreign tongue reduces decision biases.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation The foreign- language effect: Thinking in a foreign tongue reduces decision biases

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:44:58.339484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:44:50.194482Z digest=sha256:e377853603c3641793d3ba57d3305f9c7dd2e1505f6154ff1785cf71f24add1d

Observation 6299c342-30f9-43d8-b2a6-2ce339eee9fb · outbound

This paper cites Matrix factorization techniques for recommender systems.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation Matrix factorization techniques for recommender systems

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T13:44:50.269179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:44:50.269179Z digest=sha256:cf0201ea3d6c5debfdd74ddfd9b62b008b6d6b84deefa5bc96bb17c2c8608f9e

Observation b8534343-41fb-48e2-a2e2-bd93c106d667 · outbound

This paper cites Private traits and attributes are predictable from digital records of human behavior.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation Private traits and attributes are predictable from digital records of human behavior

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:44:58.165681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:44:50.394812Z digest=sha256:aabf018ab9f0fdeb7f9b90fd6e7cc4ff7df57b54bf7babd819bd4295333f9602

Observation b663014a-a14b-45d7-b348-daaafa5f9aa6 · outbound

This paper cites Learning to discover social circles in ego networks.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation Learning to discover social circles in ego networks

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:44:58.017660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:44:50.496919Z digest=sha256:3f44dc33989cd39c5cc41b4d78444bb75aa870e24bd4c5ad1f2b932f7f4204ac

Observation 6f2c507c-1911-4a63-b91c-4a74ba3a481f · outbound

This paper cites Variational autoencoders for collaborative filtering.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation Variational autoencoders for collaborative filtering

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:44:57.928919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:44:50.567877Z digest=sha256:95c3ff77ec8e9cb95850c8098b18177832b4a44084cf1ab09bc513aeb81ff65e

Observation dd239e49-4369-45ef-88b6-f47f3941e600 · outbound

This paper cites an unresolved cited work.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:44:57.870988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:44:50.647357Z digest=sha256:e5a6e862ce657fdc53cb91ee6b7a33653b723ae612450305570b560a0366fe80

Observation 45ffaa51-4a97-4f67-860b-550591281466 · outbound

This paper cites Image-based recommendations on styles and substitutes.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation Image-based recommendations on styles and substitutes

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-07T13:44:50.734369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:44:50.734369Z digest=sha256:72fed8a2462a7db1c5b9c6f14fbd0f415ac57441c3f4d024b276e2e81a05269f

Observation 6e5c1cdf-7c41-44de-b298-91b34121d885 · outbound

This paper cites Birds of a feather: Homophily in social networks.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation Birds of a feather: Homophily in social networks

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:44:57.838591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:44:50.808253Z digest=sha256:4252f72aeb519810e34c7134a0e198aadf0d8529e5ce30266eab9b69ef992398

Observation 96dd4b2c-8c49-4bc7-8162-170543134e4e · outbound

This paper cites Recsim ng: Toward principled uncertainty modeling for recommender ecosystems.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation Recsim ng: Toward principled uncertainty modeling for recommender ecosystems

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:44:57.784593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:44:50.877471Z digest=sha256:ce8bf72eeceb9e253a62b6cb8bf0255f3717dd92d73867c01a86797e4cc30241

Observation 556bbc41-2408-48b1-a64d-d0f5b3ee3be8 · outbound

This paper cites Personality and domain-specific risk taking.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation Personality and domain-specific risk taking

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:44:57.646724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:44:50.950528Z digest=sha256:4a101a7d1f31d46034511f9c3bbf16c52e3c8f9625ad6c57c013a343d5aa6eb3

Observation c3d3c6fe-70e8-4cd5-906f-59d1f2e55ec5 · outbound

This paper cites The pagerank citation ranking: Bringing order to the web.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation The pagerank citation ranking: Bringing order to the web

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:44:57.503852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:44:51.038719Z digest=sha256:6334684e79081864fef5ceb87b1bdd5496991c52f0225a4096a8e8f3fb3893b2

Observation 8fdafb71-1f26-4da1-8583-6e5c91cd80a1 · outbound

This paper cites Generative agents: Interactive simulacra of human behavior.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation Generative agents: Interactive simulacra of human behavior

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:44:57.353205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:44:51.164250Z digest=sha256:8aeeb642f704e9c5e5a6b67a41c9d25d420fd14077f8000d6d3ab74c121a8fb5

Observation 5262aaad-7ffd-49e3-9ebc-84f1afb73937 · outbound

This paper cites Kullback-leibler divergence estimation of continu- ous distributions.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation Kullback-leibler divergence estimation of continu- ous distributions

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:44:57.223877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:44:51.225982Z digest=sha256:c1261a4b7505352d183f8d981463fc16e411e722ed16d6dcee7ebfd13c69b9dc

Observation 910236ad-e01b-4361-95f0-fdd4cf15f4e8 · outbound

This paper cites AgentSociety: Large-Scale Simulation of LLM-Driven Generative Agents Advances Understanding of Human Behaviors and Society.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation AgentSociety: Large-Scale Simulation of LLM-Driven Generative Agents Advances Understanding of Human Behaviors and Society

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-07T13:44:51.362221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:44:51.362221Z digest=sha256:2f6225cf84de74ec334f9e5ab25791b1a86ca26af159e3a180700e4f9b60e59e

Observation 8f83f8f6-e40a-4bc8-8d65-4f152030c767 · outbound

This paper cites The earth mover’s distance as a metric for image retrieval.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation The earth mover’s distance as a metric for image retrieval

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-07T13:44:51.458266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:44:51.458266Z digest=sha256:9c60c1744d114c6e3ae01e57bf0ec2665ea359417f6d3ec10cf2fb83b7844a88

Observation c8da6315-5738-45d9-90af-4d715f8c4f66 · outbound

This paper cites A circumplex model of affect.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation A circumplex model of affect

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:44:57.098409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:44:51.574488Z digest=sha256:77d5e3103b569d5af6407ba77edecb8b8a9234b74fa9fd57b277431e5546fddc

Observation d92631d4-6808-4b64-a1f1-a7bb6b67c132 · outbound

This paper cites Andrew Schwartz, Johannes C.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation Andrew Schwartz, Johannes C

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:44:56.940645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:44:51.692479Z digest=sha256:cfd3c7fc8c5f34e0b895317874fca407046cb1237f1bf9ba26e39dfbee480a01

Observation e97e4dca-9efd-4480-880d-42c0511087c9 · outbound

This paper cites Enhancing Trust in LLM-Based AI Automation Agents: New Considerations and Future Challenges.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation Enhancing Trust in LLM-Based AI Automation Agents: New Considerations and Future Challenges

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-07T13:44:51.790297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:44:51.790297Z digest=sha256:65184af9a51371f35d67da895d9a020d0a5034e0bc5b26ecba338d33cd8a1a68

Observation afea7968-51b9-428f-acb0-7386b334dabb · outbound

This paper cites A survey of graph neural networks for social recommender systems.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation A survey of graph neural networks for social recommender systems

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:44:56.822277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:44:51.871881Z digest=sha256:3ce17249e19354e14bac05351d4d1e8b921bfb28771be2fbf1496736c1806391

Observation 53f7f148-7420-40e8-a572-dd941f19e490 · outbound

This paper cites A First Principles Approach to Trust-Based Recommendation Systems in Social Networks.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation A First Principles Approach to Trust-Based Recommendation Systems in Social Networks

Reference 36

Resolution
verified exact
local_arxiv, observed 2026-08-07T13:44:54.308941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:44:51.937516Z digest=sha256:adce36a586b7e325f8f8ee9f15cb4d75dee19dc5506d36d649fee4baebed3375

Observation 8655ed52-5e16-46d4-812b-de6458786886 · outbound

This paper cites The clarion cognitive architecture: Extending cognitive modeling to social simulation.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation The clarion cognitive architecture: Extending cognitive modeling to social simulation

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:44:56.703244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:44:52.045060Z digest=sha256:33da34f6b59e7889cd29f7416f87f0b12dcd4407b846c6f6630163820f89f7c8

Observation 7284dfd8-f9ac-4413-9777-ed5124a9e48d · outbound

This paper cites GenSim: A General Social Simulation Platform with Large Language Model based Agents.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation GenSim: A General Social Simulation Platform with Large Language Model based Agents

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T13:44:52.094113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:44:52.094113Z digest=sha256:145f485b8fc7252dc3a69f3d10ba1d23b485e0bd129ae7d56407d46a7f9330f6

Observation 03c55da8-5c02-49e7-bdba-5e3b574c247c · outbound

This paper cites Social recommendation: a review.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation Social recommendation: a review

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:44:56.576226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:44:52.175180Z digest=sha256:4c599ccc4b9434b88b771dc1924e39a78f66457ac6bd81495331a25994ad4248

Observation 37091fbd-1a18-4e73-9c2b-7d6ed14c5525 · outbound

This paper cites Learning to rank by optimizing ndcg measure.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation Learning to rank by optimizing ndcg measure

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:44:56.372492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:44:52.349870Z digest=sha256:57300d6324a3df4145d2f1b830241ad827d61089c1c90994dbe53aff7892162e

Observation 7936b0bf-9740-4d62-b3df-9f2618823a67 · outbound

This paper cites Voyager: An Open-Ended Embodied Agent with Large Language Models.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation Voyager: An Open-Ended Embodied Agent with Large Language Models

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T13:44:52.465499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:44:52.465499Z digest=sha256:bdd5a89880634ef6079bcc498f0989e0ac6ab765c51540527b9677ddd5846af8

Observation 254f5c9e-4285-4cc7-b065-f3a6b2dc4942 · outbound

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

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation User Behavior Simulation with Large Language Model based Agents

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T13:44:52.572073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:44:52.572073Z digest=sha256:278645a5da2ce4c86a96af9cb1dc14d6573320dddb63059556484a5c92494ddc

Observation e4328d9a-40b7-44e6-8872-7dcae07a18e3 · outbound

This paper cites Impact of personal traits and social networks on online knowledge sharing: A case study of facebook users.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation Impact of personal traits and social networks on online knowledge sharing: A case study of facebook users

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:44:56.179920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:44:52.698672Z digest=sha256:1487ea1cf729a97d10ab2b928e5cea60c87566a14e962a8d948a1ae867043b51

Observation 8b386123-52db-45ec-bad5-fa2a0de7d0b2 · outbound

This paper cites Can large language model agents simulate human trust behavior? In The Thirty- eighth Annual Conference on Neural Information Processing Systems , 2024.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation Can large language model agents simulate human trust behavior? In The Thirty- eighth Annual Conference on Neural Information Processing Systems , 2024

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:44:55.975573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:44:52.855413Z digest=sha256:39baceb4de7b88c3d5943592a945cb0e5cfbfa2aecd68b8029e09a13d6108ee1

Observation 119c2341-79eb-4980-8c91-263924feaeaf · outbound

This paper cites Can large language model agents simulate human trust behavior? In Advances in Neural Information Processing Systems (NeurIPS), 2024.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation Can large language model agents simulate human trust behavior? In Advances in Neural Information Processing Systems (NeurIPS), 2024

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:44:55.784218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:44:52.993146Z digest=sha256:b57b291705ab1add21cc6a354e0918cf5c3a6edd85b35cf5354e8da2d42265d9

Observation e4ae2f64-3c2b-4f42-a908-c738fb5411de · outbound

This paper cites Behavior alignment: A new perspective of evaluating llm-based conversational recommender sys- tems.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation Behavior alignment: A new perspective of evaluating llm-based conversational recommender sys- tems

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:44:55.573413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:44:53.134793Z digest=sha256:62cce7f7cc9fb3b1a36c2547a87e16afe5b3fe75ceb02fdddd195b7569e737d7

Observation 0dce06c6-35db-4468-8b05-9b752e21196e · outbound

This paper cites Invariance Matters: Empowering Social Recommendation via Graph Invariant Learning.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation Invariance Matters: Empowering Social Recommendation via Graph Invariant Learning

Reference 47

Resolution
verified exact
local_arxiv, observed 2026-08-07T13:44:54.110201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:44:53.211730Z digest=sha256:7a9bb5ae6f30d4350fd6cfae5611bcd9335aefc9c4e89e8d776966afb9fdf9e4

Observation 7254c7a1-e851-4998-82f5-55096722fc09 · outbound

This paper cites OASIS: Open Agent Social Interaction Simulations with One Million Agents.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation OASIS: Open Agent Social Interaction Simulations with One Million Agents

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-07T13:44:53.302324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:44:53.302324Z digest=sha256:b38c90e195dfbceff9571983d6e6bbb97def58dc2891b628df9a6b6441fb1b52

Observation 5000e9ce-9351-4d1e-b3e7-11d9948c0f17 · outbound

This paper cites On generative agents in recommendation.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation On generative agents in recommendation

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:44:55.306770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:44:53.394264Z digest=sha256:160e3741063fbdbe70ca17e790f7f1392568440724cf4a68edd4db243cb65a89

Observation 825b876f-8a63-4c7f-8d60-bc5885cb38ca · outbound

This paper cites Llm- aidsim: Llm-enhanced agent-based influence diffusion simulation in social networks.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation Llm- aidsim: Llm-enhanced agent-based influence diffusion simulation in social networks

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:44:55.117350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:44:53.549553Z digest=sha256:31d39d5076d8f91ca45491072f0febbc0970c639759ed14ffd4b1f9040d9d01f

Observation 23229b97-7ae0-45ca-8992-a2dd8d010888 · outbound

This paper cites Impact of introversion- extraversion personality traits on knowledge sharing: Evidence from virtual communities.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation Impact of introversion- extraversion personality traits on knowledge sharing: Evidence from virtual communities

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:44:54.916568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:44:53.653346Z digest=sha256:bab1f33b1918512a701c8053ed8a74c5f6b3636f7789d229de830d94791dbc49

Observation 70754430-411a-4265-8287-e94e0cdc2046 · outbound

This paper cites Kuaisim: A comprehensive simulator for recommender systems.

GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation Kuaisim: A comprehensive simulator for recommender systems

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:44:54.751006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:44:53.785687Z digest=sha256:49cd85de55a6e8baff6caeb35de66d4837580dcbab8d5c5e03126d4738413155

Pith citing papers

Observation 91ebda8d-4e4d-424f-a759-74f233da206c · inbound

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

A Survey on Generative Recommendation: Data, Model, and Tasks GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation

Reference 244

Resolution
verified exact
arxiv_id, observed 2026-05-18T03:50:52.063997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-18T03:47:08.208082Z digest=sha256:d96408afd03cd327f9148068f17dacafaaf4386f5f50fadcc5bc254072fe718f

Observation 595b7821-f248-4070-b1ac-51a17a1379bb · inbound

Agentic Recommender System with Hierarchical Belief-State Memory cites this paper.

Agentic Recommender System with Hierarchical Belief-State Memory GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-05-15T02:23:31.919855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-15T02:21:04.614347Z digest=sha256:8e44d044aae091cc51a7b2216c25ae306ede596ac2fa958d7829f6cea7819298

Observation 5c59eacf-6f0b-427d-9768-7842fae804f7 · inbound

Agentic Recommender System with Hierarchical Belief-State Memory cites this paper.

Agentic Recommender System with Hierarchical Belief-State Memory GGBond: Growing Graph-Based AI-Agent Society for Socially-Aware Recommender Simulation

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-05-19T13:32:19.346656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-19T13:29:01.693151Z digest=sha256:ef3353c9bf30563c9587c88b7353acac382a0829d064d026c9b85a1bd781b6b0

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

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems cites this paper.

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T19:14:13.105401Z digest=sha256:c3c05691ade0f5360be775adf43521a155dec475eebb74fd5b689dd79ff1bd32