Paper Citation Record · LEDGER

Unsupervised Anomaly Detection of Information Operations Users via Behavioral and Language Patterns

As of 18 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2607.05855.

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

pith.paper-citation-record.v1
2607.05855 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-08T22:34:20.888800Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

43 of 43 outbound references displayed

verified exact5
verified fuzzy36
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ac0d4877-c6b7-4e5d-ac61-3fac90b3ccc1 · outbound

This paper cites Proceedings of the International AAAI Conference on Web and Social Media13, 15–25 (2019).

Unsupervised Anomaly Detection of Information Operations Users via Behavioral and Language Patterns Proceedings of the International AAAI Conference on Web and Social Media13, 15–25 (2019)

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T22:35:40.811219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9beb2c8b-67a2-4b3d-a8c8-7334b47bbf05 · outbound

This paper cites Science Advances6(30) (2020).

Unsupervised Anomaly Detection of Information Operations Users via Behavioral and Language Patterns Science Advances6(30) (2020)

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T22:35:40.788726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 00179aa6-6299-4d2a-b18a-1c1a628d9b64 · outbound

This paper cites In: ACL 2024.

Unsupervised Anomaly Detection of Information Operations Users via Behavioral and Language Patterns In: ACL 2024

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T22:35:40.807160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5b5b907a-fd3a-4968-bd15-6a2be7a447a5 · outbound

This paper cites (eds.): An Introduction to the Theory of Point Processes Volume I: Elementary Theory and Methods.

Unsupervised Anomaly Detection of Information Operations Users via Behavioral and Language Patterns (eds.): An Introduction to the Theory of Point Processes Volume I: Elementary Theory and Methods

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T22:35:40.819563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a0ea0e67-87fb-4d9c-9157-fa98baf1bc08 · outbound

This paper cites In: ICML 2006.

Unsupervised Anomaly Detection of Information Operations Users via Behavioral and Language Patterns In: ICML 2006

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T22:35:40.791964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e0883a1d-53bf-4dd3-9da2-dbf2c746591c · outbound

This paper cites EPJ Data Science 12(1), 46 (2023).

Unsupervised Anomaly Detection of Information Operations Users via Behavioral and Language Patterns EPJ Data Science 12(1), 46 (2023)

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T22:35:40.814372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e22c5544-1c98-4009-a865-0097e655b950 · outbound

This paper cites World Economic Forum, 19th ed edn.

Unsupervised Anomaly Detection of Information Operations Users via Behavioral and Language Patterns World Economic Forum, 19th ed edn

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T22:35:40.785463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a241fa1a-1e49-4741-9d58-cdd9eea753c2 · outbound

This paper cites In: WWW 2023 Companion.

Unsupervised Anomaly Detection of Information Operations Users via Behavioral and Language Patterns In: WWW 2023 Companion

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T22:35:40.790381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 052a3d88-7ba2-41c4-9f22-22e9fe38f54d · outbound

This paper cites In: WebSci 2020.

Unsupervised Anomaly Detection of Information Operations Users via Behavioral and Language Patterns In: WebSci 2020

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T22:35:40.762558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d7c95891-508f-4982-9685-7b6b6a9c2222 · outbound

This paper cites TrollHunter [Evader]: Automated Detection [Evasion] of Twitter Trolls During the COVID-19 Pandemic.

Unsupervised Anomaly Detection of Information Operations Users via Behavioral and Language Patterns TrollHunter [Evader]: Automated Detection [Evasion] of Twitter Trolls During the COVID-19 Pandemic

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-07-08T22:35:40.480924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d88442ba-a8ad-43f8-88ed-b01e062b6b25 · outbound

This paper cites Transactions on Machine Learning Research (2025).

Unsupervised Anomaly Detection of Information Operations Users via Behavioral and Language Patterns Transactions on Machine Learning Research (2025)

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T22:35:40.817618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 027177aa-813b-4286-8be3-77b807c027cf · outbound

This paper cites In: Proceedings of the ACM Web Conference 2023.

Unsupervised Anomaly Detection of Information Operations Users via Behavioral and Language Patterns In: Proceedings of the ACM Web Conference 2023

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T22:35:40.800451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation bce0e7a6-f9d8-449c-a7e0-9c572713361d · outbound

This paper cites In: EMNLP 2022.

Unsupervised Anomaly Detection of Information Operations Users via Behavioral and Language Patterns In: EMNLP 2022

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T22:35:40.769124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 29205872-263c-42f7-bb1c-c222c1162e72 · outbound

This paper cites an unresolved cited work.

Unsupervised Anomaly Detection of Information Operations Users via Behavioral and Language Patterns Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-07-08T22:35:40.783871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b3b933c3-47fa-492c-b306-608865328868 · outbound

This paper cites TMLR (2022).

Unsupervised Anomaly Detection of Information Operations Users via Behavioral and Language Patterns TMLR (2022)

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T22:35:40.782344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation bf01e713-0fb7-42dc-b813-458004a9f82d · outbound

This paper cites In: Proceedings of the 38th International Conference on Machine Learning.

Unsupervised Anomaly Detection of Information Operations Users via Behavioral and Language Patterns In: Proceedings of the 38th International Conference on Machine Learning

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T22:35:40.805563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 99c2922e-66fb-4361-b49e-56f04b2abdb2 · outbound

This paper cites In: Companion Proceedings of the ACM Web Conference 2024.

Unsupervised Anomaly Detection of Information Operations Users via Behavioral and Language Patterns In: Companion Proceedings of the ACM Web Conference 2024

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T22:35:40.780798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cb1ad122-3b40-4801-b667-aa8a838db4e4 · outbound

This paper cites Proceedings of the International AAAI Conference on Web and Social Media14, 417–427 (2020).

Unsupervised Anomaly Detection of Information Operations Users via Behavioral and Language Patterns Proceedings of the International AAAI Conference on Web and Social Media14, 417–427 (2020)

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T22:35:40.793543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 325dd8d6-f508-43b1-930a-bbd19f815572 · outbound

This paper cites IEEE Access12, 15902–15916 (2024).

Unsupervised Anomaly Detection of Information Operations Users via Behavioral and Language Patterns IEEE Access12, 15902–15916 (2024)

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T22:35:40.809499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 75ec1e2b-92d7-4cbe-b4c2-31ede3576659 · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence39(27), 28258–28266 (2025).

Unsupervised Anomaly Detection of Information Operations Users via Behavioral and Language Patterns Proceedings of the AAAI Conference on Artificial Intelligence39(27), 28258–28266 (2025)

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T22:35:40.779235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cb39290b-1fc2-48e8-8957-9486d1aff343 · outbound

This paper cites EPJ Data Science12(1), 33 (2023).

Unsupervised Anomaly Detection of Information Operations Users via Behavioral and Language Patterns EPJ Data Science12(1), 33 (2023)

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T22:35:40.760947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 94486ccc-21ac-4af5-8ed7-6e25a204ef7e · outbound

This paper cites OpenAI o1 System Card.

Unsupervised Anomaly Detection of Information Operations Users via Behavioral and Language Patterns OpenAI o1 System Card

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-07-08T22:35:40.478222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d6da4726-0795-45c4-b836-ef075bf5979c · outbound

This paper cites gpt-oss-120b & gpt-oss-20b Model Card.

Unsupervised Anomaly Detection of Information Operations Users via Behavioral and Language Patterns gpt-oss-120b & gpt-oss-20b Model Card

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-07-08T22:35:40.475541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 10d77999-5735-4bbb-83d1-2e4b403759d0 · outbound

This paper cites In: NeurIPS 2025 (2025).

Unsupervised Anomaly Detection of Information Operations Users via Behavioral and Language Patterns In: NeurIPS 2025 (2025)

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T22:35:40.759296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8254bc1e-a331-481a-af9b-44c6c908a13c · outbound

This paper cites In: Proceedings of the 40th International Conference on Machine Learning.

Unsupervised Anomaly Detection of Information Operations Users via Behavioral and Language Patterns In: Proceedings of the 40th International Conference on Machine Learning

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T22:35:40.757627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2dc01938-c5da-40dc-8c24-4cb0ad130281 · outbound

This paper cites In: CVPR.

Unsupervised Anomaly Detection of Information Operations Users via Behavioral and Language Patterns In: CVPR

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T22:35:40.765885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation eff9c2c0-6157-4453-a09d-ee44eac4ebdc · outbound

This paper cites In: Proceedings of the 39th International Conference on Machine Learning.

Unsupervised Anomaly Detection of Information Operations Users via Behavioral and Language Patterns In: Proceedings of the 39th International Conference on Machine Learning

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T22:35:40.796845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2a9ba1af-f378-4fca-a1ac-fe9ad35b950e · outbound

This paper cites Proceedings of the International AAAI Conference on Web and Social Media 19, 2567–2574 (2025).

Unsupervised Anomaly Detection of Information Operations Users via Behavioral and Language Patterns Proceedings of the International AAAI Conference on Web and Social Media 19, 2567–2574 (2025)

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T22:35:40.777372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cc96d70a-a6f4-4d1f-bace-8ab9f22d96b4 · outbound

This paper cites In: NeurIPS 2021 (2021) 18 S.

Unsupervised Anomaly Detection of Information Operations Users via Behavioral and Language Patterns In: NeurIPS 2021 (2021) 18 S

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T22:35:40.795176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7894b0a7-f0ca-4d78-833a-01270ae695ec · outbound

This paper cites In: IJCAI 2021.

Unsupervised Anomaly Detection of Information Operations Users via Behavioral and Language Patterns In: IJCAI 2021

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T22:35:40.787056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 299a9774-3f14-486a-b3ae-05e15faff3b0 · outbound

This paper cites Pro- ceedings of the National Academy of Sciences118(4) (2021).

Unsupervised Anomaly Detection of Information Operations Users via Behavioral and Language Patterns Pro- ceedings of the National Academy of Sciences118(4) (2021)

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T22:35:40.775703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8cd453bc-06cb-45ee-8cab-7ba1eb4139bd · outbound

This paper cites GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models.

Unsupervised Anomaly Detection of Information Operations Users via Behavioral and Language Patterns GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-07-08T22:35:40.486657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 06e52eca-a4f1-46f5-93de-dd3b918e8b4d · outbound

This paper cites an unresolved cited work.

Unsupervised Anomaly Detection of Information Operations Users via Behavioral and Language Patterns Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-07-08T22:35:40.812855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 94396cb0-f889-4a49-ad59-91c8978e2048 · outbound

This paper cites In: HCI International 2023 - Late Breaking Papers.

Unsupervised Anomaly Detection of Information Operations Users via Behavioral and Language Patterns In: HCI International 2023 - Late Breaking Papers

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T22:35:40.815919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ed0539be-6817-4e76-b6fa-bde5407fa50c · outbound

This paper cites Social Science Computer Review43(6), 1181–1195 (2025).

Unsupervised Anomaly Detection of Information Operations Users via Behavioral and Language Patterns Social Science Computer Review43(6), 1181–1195 (2025)

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T22:35:40.798700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 561deebb-270d-4024-aae4-7a97315aeca4 · outbound

This paper cites In: CCSW 2020.

Unsupervised Anomaly Detection of Information Operations Users via Behavioral and Language Patterns In: CCSW 2020

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T22:35:40.774004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a5ae58bf-a746-406b-a2ae-a65645529453 · outbound

This paper cites Proceedings of the International AAAI Conference on Web and Social Media18, 1557–1570 (2024).

Unsupervised Anomaly Detection of Information Operations Users via Behavioral and Language Patterns Proceedings of the International AAAI Conference on Web and Social Media18, 1557–1570 (2024)

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T22:35:40.764192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 41be4fdd-656c-46c4-9445-a90e08d8395e · outbound

This paper cites In: Advances in Neural Information Processing Systems.

Unsupervised Anomaly Detection of Information Operations Users via Behavioral and Language Patterns In: Advances in Neural Information Processing Systems

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T22:35:40.772455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0b68d2b1-bfd7-46b4-9015-902cdeb08704 · outbound

This paper cites Transactions on Machine Learning Research (2022).

Unsupervised Anomaly Detection of Information Operations Users via Behavioral and Language Patterns Transactions on Machine Learning Research (2022)

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T22:35:40.803765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 68760d16-12a1-4be1-883e-17992cbcd042 · outbound

This paper cites In: Proceedings of the 37th International Conference on Machine Learning.

Unsupervised Anomaly Detection of Information Operations Users via Behavioral and Language Patterns In: Proceedings of the 37th International Conference on Machine Learning

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T22:35:40.770791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fd584f7c-96e4-4f8d-824c-5f1970e42d1e · outbound

This paper cites In: ICDM.

Unsupervised Anomaly Detection of Information Operations Users via Behavioral and Language Patterns In: ICDM

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T22:35:40.802112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0e5cab8c-6327-4f68-982e-ecc4ff3e024f · outbound

This paper cites In: WWW 2024 Companion.

Unsupervised Anomaly Detection of Information Operations Users via Behavioral and Language Patterns In: WWW 2024 Companion

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T22:35:40.767541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3e9bba06-b4c0-42ae-9343-211797c89f8c · outbound

This paper cites arXiv preprint arXiv:2403.11169 , year=.

Unsupervised Anomaly Detection of Information Operations Users via Behavioral and Language Patterns arXiv preprint arXiv:2403.11169 , year=

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-07-08T22:35:40.483797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

No inbound Pith citation observations are available.