Paper Citation Record · LEDGER

MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow

As of 11 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2505.14126.

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

pith.paper-citation-record.v1
2505.14126 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:42:36.545678Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

46 of 46 outbound references displayed

verified exact8
verified fuzzy23
unresolved11
parse uncertain0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fa22d755-a903-4056-a631-02630f0264e0 · outbound

This paper cites In: Proceedings of the 16th Interna- tional Conference on Educational Data Mining, pp.

MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow In: Proceedings of the 16th Interna- tional Conference on Educational Data Mining, pp

Reference 1

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Observation 7fcd0e9f-cc3e-45ce-9711-c67deacc0474 · outbound

This paper cites Qualita- tive Report 17(1), 200–221 (2012).

MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow Qualita- tive Report 17(1), 200–221 (2012)

Reference 2

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Observation 60d1f721-677d-4a58-a7e4-44a9e33f83f0 · outbound

This paper cites In: User Modeling 2005: 10th International Conference, UM 2005, Edinburgh, Scot- land, UK, July 24-29, 2005.

MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow In: User Modeling 2005: 10th International Conference, UM 2005, Edinburgh, Scot- land, UK, July 24-29, 2005

Reference 3

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Observation 635b294f-c835-47fb-b210-babd17d7277c · outbound

This paper cites The Visual Computer pp.

MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow The Visual Computer pp

Reference 4

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Observation 77608339-f280-4a1b-a122-e1edb874dbc8 · outbound

This paper cites User mod- eling and user-adapted interaction 12, 371–417 (2002).

MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow User mod- eling and user-adapted interaction 12, 371–417 (2002)

Reference 5

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Observation dba56725-27c8-4526-941d-94f09f0fad78 · outbound

This paper cites User Modeling and User-Adapted Interaction 16, 403–434 (2006).

MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow User Modeling and User-Adapted Interaction 16, 403–434 (2006)

Reference 6

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Observation b12e7cc7-99cc-4597-8522-45eaef361c0e · outbound

This paper cites Asia Pacific Education Review 25(3), 595–609 (2024).

MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow Asia Pacific Education Review 25(3), 595–609 (2024)

Reference 7

Resolution: verified exact; doi, observed 2026-08-07T15:42:38.207938Z

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Observation 85e4976a-79af-42fc-8dde-ac4e9335a141 · outbound

This paper cites URL https://eedi.com/projects/neurips-2022.

MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow URL https://eedi.com/projects/neurips-2022

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:42:43.339464Z

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Observation 3364dd76-6cfe-4837-9ea0-e1c67dd195ca · outbound

This paper cites URL https://codalab.lisn.upsaclay.fr/ competitions/5626.

MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow URL https://codalab.lisn.upsaclay.fr/ competitions/5626

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:42:43.137954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f0277cb6-babc-4a43-ae38-17ae0f25ba08 · outbound

This paper cites Education and Information Technologies 28(9), 11,401–11,422 (2023).

MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow Education and Information Technologies 28(9), 11,401–11,422 (2023)

Reference 10

Resolution: verified exact; doi, observed 2026-08-07T15:42:37.966431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 71a3f449-9d11-4876-8773-bf2d7e822481 · outbound

This paper cites Future Generation Computer Systems 97, 849–872 (2019).

MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow Future Generation Computer Systems 97, 849–872 (2019)

Reference 11

Resolution: verified exact; doi, observed 2026-08-07T15:42:37.774380Z

Source-reported events for the cited work

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Observation ed36e2b6-9b94-4536-97e3-aa26cc1ea37d · outbound

This paper cites The Visual Com- puter 39(8), 3647–3659 (2023).

MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow The Visual Com- puter 39(8), 3647–3659 (2023)

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:42:42.894253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8e0b99e3-42ca-44b9-9b12-7713d7faf60c · outbound

This paper cites In: The 4th Work- shop on Mathematical Reasoning and AI at NeurIPS’24, pp.

MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow In: The 4th Work- shop on Mathematical Reasoning and AI at NeurIPS’24, pp

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:42:42.736702Z

Source-reported events for the cited work

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Observation 53c59f14-cf73-4faa-9ee3-c3677f4a7685 · outbound

This paper cites AI Agent for Education: von Neumann Multi-Agent System Framework.

MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow AI Agent for Education: von Neumann Multi-Agent System Framework

Reference 14

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Observation 1ac139da-aa6f-4870-a38e-2fda0855ac85 · outbound

This paper cites IEEE Transactions on Learning Technologies 10(4), 450–462 (2017).

MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow IEEE Transactions on Learning Technologies 10(4), 450–462 (2017)

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:42:42.554118Z

Source-reported events for the cited work

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Observation da10cd2f-70c2-45af-abfc-5a7d37f773ef · outbound

This paper cites Journal of Intelligent & Fuzzy Systems 40(2), 3289–3299 (2021).

MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow Journal of Intelligent & Fuzzy Systems 40(2), 3289–3299 (2021)

Reference 16

Resolution: verified exact; doi, observed 2026-08-07T15:42:37.540147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation be7efd6e-de0d-41b1-8503-9843009bcc70 · outbound

This paper cites In: Conference Proceedings of the 28th Global Chinese Conference on Computers in Educa- tion (GCCCE 2024), pp.

MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow In: Conference Proceedings of the 28th Global Chinese Conference on Computers in Educa- tion (GCCCE 2024), pp

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:42:42.352650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 85827742-12c6-401a-93b4-9072d1509774 · outbound

This paper cites Neurocomput- ing 419, 273–286 (2021).

MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow Neurocomput- ing 419, 273–286 (2021)

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:42:42.154805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation dec8fb0b-737f-491a-aeff-f4fc30347bce · outbound

This paper cites Information Processing & Management 62(1), 103,913 (2025).

MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow Information Processing & Management 62(1), 103,913 (2025)

Reference 19

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Observation 0cd954e4-1e0b-4586-b73d-802a39ed42cb · outbound

This paper cites Sustainability (2024).

MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow Sustainability (2024)

Reference 20

Resolution: verified exact; doi, observed 2026-08-07T15:42:37.365734Z

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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 79ee17a6-63c2-450f-a469-085b7bb3cbb9 · outbound

This paper cites ACM Comput.

MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow ACM Comput

Reference 21

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Observation dca810cd-47eb-4fc8-add5-f0d67fe99175 · outbound

This paper cites In: 2022 IEEE 38th International Conference on Data Engineering (ICDE), pp.

MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow In: 2022 IEEE 38th International Conference on Data Engineering (ICDE), pp

Reference 22

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Source-reported events for the cited work

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Observation 71163fef-608f-4054-ac4a-3ec380238970 · outbound

This paper cites Counting Butterflies over Streaming Bipartite Graphs with Duplicate Edges.

MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow Counting Butterflies over Streaming Bipartite Graphs with Duplicate Edges

Reference 23

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Observation bcc06bd5-14b6-4cc7-b58f-efda17428e92 · outbound

This paper cites Com- puters & Industrial Engineering 152, 107,050 (2021).

MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow Com- puters & Industrial Engineering 152, 107,050 (2021)

Reference 24

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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 11a03ced-0897-485e-9f23-aeccdcbb135a · outbound

This paper cites In: Proceedings of the Genetic and Evolutionary Computation Conference, pp.

MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow In: Proceedings of the Genetic and Evolutionary Computation Conference, pp

Reference 25

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Unavailable: canonical work link unavailable.

Observation 6f423e17-2e69-4b73-a4f1-ddd55c7536f0 · outbound

This paper cites Ad- vances in neural information processing systems 28 (2015).

MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow Ad- vances in neural information processing systems 28 (2015)

Reference 26

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Observation 62449661-7be2-4c28-b1f0-fb2036066ca0 · outbound

This paper cites The Visual Computer 41(1), 491–516 (2025).

MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow The Visual Computer 41(1), 491–516 (2025)

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:42:41.838387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 67ac61e7-f4a2-40a6-bde0-45f2576477ed · outbound

This paper cites Nature Biomedical Engineering pp.

MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow Nature Biomedical Engineering pp

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:42:41.600702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f1fc99ac-41d4-4d00-a204-b92fb9d29562 · outbound

This paper cites Expert Systems with Applications 263(2025), 125,723 (2025).

MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow Expert Systems with Applications 263(2025), 125,723 (2025)

Reference 29

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Observation 4728e244-ecdd-451b-b145-6b39c2db609c · outbound

This paper cites Machine Learning and Knowledge Extraction 6(4), 2722–2737 (2024).

MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow Machine Learning and Knowledge Extraction 6(4), 2722–2737 (2024)

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:42:41.323681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 35524d78-d487-4be0-8502-5ee46cf89551 · outbound

This paper cites Innovations in Ed- ucation and Teaching International 43(2), 109–120 (2024).

MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow Innovations in Ed- ucation and Teaching International 43(2), 109–120 (2024)

Reference 31

Resolution: verified exact; doi, observed 2026-08-07T15:42:37.199903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0786f758-b670-4b3a-a3e6-4d157d192dca · outbound

This paper cites The Visual Computer pp.

MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow The Visual Computer pp

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:42:41.139590Z

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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9b2452b0-1868-4589-b8f8-1f01f31c501e · outbound

This paper cites IEEE Computational Intelligence Magazine 12(4), 73–87 (2017).

MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow IEEE Computational Intelligence Magazine 12(4), 73–87 (2017)

Reference 33

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Observation 4e8b454d-2595-41d0-9655-a634cbc00a22 · outbound

This paper cites IEEE Transactions on Systems, Man, and Cybernetics: Systems 51(9), 5880–5894 (2021).

MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow IEEE Transactions on Systems, Man, and Cybernetics: Systems 51(9), 5880–5894 (2021)

Reference 34

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Observation 73b7a416-9a5c-463c-bf77-9b014a5717fe · outbound

This paper cites International Journal of Science and Mathematics Education 12(1), 25–47 (2014).

MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow International Journal of Science and Mathematics Education 12(1), 25–47 (2014)

Reference 35

Resolution: verified exact; doi, observed 2026-08-07T15:42:36.975851Z

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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 319b6a46-b394-46d6-866c-4830c912136e · outbound

This paper cites The Visual Computer pp.

MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow The Visual Computer pp

Reference 36

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2bfa1b6f-59bf-4af4-a649-ba8132a0c1ae · outbound

This paper cites Frontiers in Psy- chology 12 (2021).

MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow Frontiers in Psy- chology 12 (2021)

Reference 37

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T15:42:38.661915Z

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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 679a0bc2-1abd-4167-ace0-20da89203798 · outbound

This paper cites an unresolved cited work.

MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:42:40.723065Z

Source-reported events for the cited work

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Observation a526cdc8-001b-49da-a2c7-3257aca124b7 · outbound

This paper cites Educa- tional technology research and development 72(5), 2499– 2517 (2024).

MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow Educa- tional technology research and development 72(5), 2499– 2517 (2024)

Reference 39

Resolution: verified exact; doi, observed 2026-08-07T15:42:36.750754Z

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Observation db998751-5f4e-4fed-adb4-ab8c13f3e3d3 · outbound

This paper cites In: Proceedings of the 30th ACM SIGKDD Confer- ence on Knowledge Discovery and Data Mining, KDD ’24, pp.

MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow In: Proceedings of the 30th ACM SIGKDD Confer- ence on Knowledge Discovery and Data Mining, KDD ’24, pp

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:35.864741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f5e0850-612a-4e0d-9efe-60b88532c0e7 · outbound

This paper cites World Journal on Educational Technology (2020).

MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow World Journal on Educational Technology (2020)

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:42:40.476805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ebbaba2c-fb03-4a80-8428-2b8eea7bc558 · outbound

This paper cites Analytical Biochemistry 656, 114,878 (2022).

MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow Analytical Biochemistry 656, 114,878 (2022)

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:36.072098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6d32ace-cd14-4b41-983d-97ef7cc0c4a0 · outbound

This paper cites URL https://lfs.aminer.cn/misc/moocdata/data/ mooccube2/prerequisites/math.json.

MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow URL https://lfs.aminer.cn/misc/moocdata/data/ mooccube2/prerequisites/math.json

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:42:40.309489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3542a68b-1c4e-4c36-9be3-1f61ecd8eda9 · outbound

This paper cites In: Proceedings of the 30th ACM International Conference on Information & Knowledge Management, pp.

MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow In: Proceedings of the 30th ACM International Conference on Information & Knowledge Management, pp

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:42:40.158751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1c94e58c-6e11-434a-b513-e2eba6e7c018 · outbound

This paper cites The Visual Computer 41(2), 1097–1108 (2025).

MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow The Visual Computer 41(2), 1097–1108 (2025)

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:42:39.988364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0aa76521-351b-4e6d-803c-26882d977671 · outbound

This paper cites an unresolved cited work.

MAS-KCL: Knowledge component graph structure learning with large language model-based agentic workflow Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:42:39.822196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Pith citing papers

No inbound Pith citation observations are available.