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Paper Citation Record · LEDGER

AgentSME for Simulating Diverse Communication Modes in Smart Education

As of 21 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2508.03109.

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

pith.paper-citation-record.v1
2508.03109 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T04:46:57.462015Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

21 of 21 outbound references displayed

  • verified exact1
  • verified fuzzy15
  • unresolved5
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d52656ff-6f60-4533-a97b-3e033eec25b1 · outbound

This paper cites Springer, 2010.

AgentSME for Simulating Diverse Communication Modes in Smart Education Springer, 2010

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:46:58.925085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:46:55.728585Z digest=sha256:255b16f6aa24cc384d72b9b7a0695b12ee734899a230c5bf6dcf5845e35d4fca

Observation 305b4b3c-2de8-4037-bcb7-394536c5fb90 · outbound

This paper cites Au- totutor: A simulation of a human tutor.Cognitive Systems Research, 1(1):35–51, 1999.

AgentSME for Simulating Diverse Communication Modes in Smart Education Au- totutor: A simulation of a human tutor.Cognitive Systems Research, 1(1):35–51, 1999

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:46:58.909365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:46:55.817330Z digest=sha256:848daacc2816be1613bc5d03b9c91e12d8f517a91599a39eb13c0e3e39cc19d5

Observation 3284c6b4-36f8-49ff-97b4-c69efeea0f6d · outbound

This paper cites A systematic review of automatic question gen- eration for educational purposes.International Journal of Artificial Intelligence in Education, 30:121–204, 2020.

AgentSME for Simulating Diverse Communication Modes in Smart Education A systematic review of automatic question gen- eration for educational purposes.International Journal of Artificial Intelligence in Education, 30:121–204, 2020

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:46:58.894266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:46:55.924714Z digest=sha256:86ea605d00c3b6345387435c3dd6237dec6f41889bf082a7b175783923351cab

Observation c4b86da4-2589-4b58-a7ad-4d23866082f7 · outbound

This paper cites an unresolved cited work.

AgentSME for Simulating Diverse Communication Modes in Smart Education Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:46:58.879525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:46:56.008161Z digest=sha256:891fe2bd163e0a8aceb5a2fe7a670cbb85771f04a6e8639c4a2fbeaae0f4615a

Observation 2fcbe832-6616-433e-9ab1-a41bb8805e8f · outbound

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

AgentSME for Simulating Diverse Communication Modes in Smart Education Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-06T04:46:56.081760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:46:56.081760Z digest=sha256:ecf50edd481733b8d18fa59187e47344ca094c852488b3609bcf05051b6a88c6

Observation 71922588-f2fb-4095-b7e6-e64256a5f83d · outbound

This paper cites Personalized tutoring through conversational agents.

AgentSME for Simulating Diverse Communication Modes in Smart Education Personalized tutoring through conversational agents

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:46:58.864830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:46:56.181339Z digest=sha256:6efa7ad32af66daf6fb43671c4cec45b8b7b42ddbfcdfb1e04545cbff976d01d

Observation 47ece6c5-1d84-464c-a200-1cc52e218cfc · outbound

This paper cites Generative large language models for dialog-based tutoring: An early consideration of opportunities and concerns.

AgentSME for Simulating Diverse Communication Modes in Smart Education Generative large language models for dialog-based tutoring: An early consideration of opportunities and concerns

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:46:58.849622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:46:56.260231Z digest=sha256:7adc81b4b6b767d6a73a60783b895fed89588e5de35aa9d6feac4264fc9d276e

Observation 1dc7cd40-347b-4418-8f0c-d9f179b0b41a · outbound

This paper cites Using simulation system for collaborative learn- ing to enhance learner’s performance.Cogent Education, 5(1):1424678, 2018.

AgentSME for Simulating Diverse Communication Modes in Smart Education Using simulation system for collaborative learn- ing to enhance learner’s performance.Cogent Education, 5(1):1424678, 2018

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:46:58.834883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:46:56.308365Z digest=sha256:1d41caf42ea386f08932679a13af8aa2259d9b93dcdfc32c5d7795908d410ba3

Observation cb7d2bc7-8fba-4ece-86ad-ab2b03e6167a · outbound

This paper cites EduAgent: Generative Student Agents in Learning.

AgentSME for Simulating Diverse Communication Modes in Smart Education EduAgent: Generative Student Agents in Learning

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T04:46:56.395614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:46:56.395614Z digest=sha256:f3a2896124210cf36891a9119213933f87878e2bfb8690ec13c5d797ae14b439

Observation 7831575a-e97c-409e-ac2f-b8245ae786a4 · outbound

This paper cites Agent4Edu: Generating Learner Response Data by Generative Agents for Intelligent Education Systems.

AgentSME for Simulating Diverse Communication Modes in Smart Education Agent4Edu: Generating Learner Response Data by Generative Agents for Intelligent Education Systems

Reference 10

Resolution
verified exact
local_arxiv, observed 2026-08-06T04:46:57.656681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:46:56.469587Z digest=sha256:255f6d3d77b379442bb0d2e6d03dd87036df18fcb4c14e0745dda9f92dbbdb7c

Observation b2a1af0f-dfdf-47dd-a028-361741ba322c · outbound

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

AgentSME for Simulating Diverse Communication Modes in Smart Education Generative agents: Interactive simulacra of human behavior

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:46:58.819420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:46:56.564594Z digest=sha256:1280887971e071ae6af121d816f371a823ed399f1b706a9eca307a866ee64a19

Observation d38bf189-1c3e-4ea2-a596-a38367d85500 · outbound

This paper cites A commentary of gpt-3 in mit technology review 2021.Fundamental Research, 1(6):831– 833, 2021.

AgentSME for Simulating Diverse Communication Modes in Smart Education A commentary of gpt-3 in mit technology review 2021.Fundamental Research, 1(6):831– 833, 2021

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:46:58.804062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:46:56.653939Z digest=sha256:ecf1925d63410e945f7c3827a4f6d37a040175e01796d6c3a365b7c2d914c664

Observation 622582d6-b9a7-4551-821b-a917cc5eb3e1 · outbound

This paper cites Chatgpt for good? on opportunities and challenges of large language models for education.Learning and individual differences, 103:102274, 2023.

AgentSME for Simulating Diverse Communication Modes in Smart Education Chatgpt for good? on opportunities and challenges of large language models for education.Learning and individual differences, 103:102274, 2023

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:46:58.788802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:46:56.748742Z digest=sha256:9941018216cf233a9ef1624d3b6369d3a8baf9f375ad52852b8c5df8c4381318

Observation 029b2dea-b63a-4b0d-a133-f47e7b1297c8 · outbound

This paper cites Classmeta: Designing interactive virtual classmate to promote vr classroom partici- pation.

AgentSME for Simulating Diverse Communication Modes in Smart Education Classmeta: Designing interactive virtual classmate to promote vr classroom partici- pation

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:46:58.773522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:46:56.845335Z digest=sha256:287d75c98380bf7b3165018328f37c3fed6b10f7d16dd4afcf552c97a3fa7ae9

Observation 8a2c2f5a-ff71-4f63-9ffa-405bb09be062 · outbound

This paper cites The icap framework: Linking cognitive engagement to active learning outcomes.

AgentSME for Simulating Diverse Communication Modes in Smart Education The icap framework: Linking cognitive engagement to active learning outcomes

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:46:58.757144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:46:56.955157Z digest=sha256:b33f96730b9a3d403f818701d7f9bf7932d30ea9456b03d2b7fd50eeb097ca3c

Observation 5b3a2690-fdc8-4276-8b04-38cd93edea8b · outbound

This paper cites Modeling information cocoons in networked populations: Insights from backgrounds and preferences.IEEE Transactions on Computational Social Systems, 11(3):4497– 4510, 2024.

AgentSME for Simulating Diverse Communication Modes in Smart Education Modeling information cocoons in networked populations: Insights from backgrounds and preferences.IEEE Transactions on Computational Social Systems, 11(3):4497– 4510, 2024

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:46:58.716452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:46:57.074862Z digest=sha256:847b063bd46901f9ee6d18988c3a8cc6d84584552dbac1b5a6ab2814227723ea

Observation 6e258330-51b7-49fb-94f6-ac50dbba2a6a · outbound

This paper cites Unleashing the po- tential of chatbots in education: A state-of-the-art analysis.

AgentSME for Simulating Diverse Communication Modes in Smart Education Unleashing the po- tential of chatbots in education: A state-of-the-art analysis

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:46:58.542798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:46:57.172295Z digest=sha256:91e2b74be56a6cbfc13e0254d9bb8a3ad918015a0f57e9d5eaf8843c61c070f8

Observation a5ca682c-7d53-44a1-9bc7-9cea52143c64 · outbound

This paper cites Cognitive archi- tectures: Research issues and challenges.Cognitive Systems Research, 10(2):141–160, 2009.

AgentSME for Simulating Diverse Communication Modes in Smart Education Cognitive archi- tectures: Research issues and challenges.Cognitive Systems Research, 10(2):141–160, 2009

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:46:58.337109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:46:57.263413Z digest=sha256:b09a8a0bb4fc0d6832f5cac92b0763e1e167333acde4b2fbd8dbf87acda7d3a6

Observation d9712d61-6483-49c0-a714-4a44dfd20991 · outbound

This paper cites Evolutionary divide-and-conquer algorithm for virus spreading control over networks.IEEE Transactions on Cybernetics, 51(7):3752– 3766, 2021.

AgentSME for Simulating Diverse Communication Modes in Smart Education Evolutionary divide-and-conquer algorithm for virus spreading control over networks.IEEE Transactions on Cybernetics, 51(7):3752– 3766, 2021

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:46:58.153781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:46:57.340426Z digest=sha256:c09d6213fe29468ee0ac3172cd4a0c87d1f5ac922b506bb6a7a9badae56bd730

Observation 346d0af3-05a4-47a3-ab91-d013a72cb094 · outbound

This paper cites an unresolved cited work.

AgentSME for Simulating Diverse Communication Modes in Smart Education Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:46:57.858974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:46:57.441624Z digest=sha256:78cfcc6be8d2c933d794c68d634e234c3f67c37f07c6a2996500f12a9189cda4

Observation f91875ec-3642-4a8f-a33f-49d5a7aa7f7e · outbound

This paper cites CMMLU: Measuring massive multitask language understanding in Chinese.

AgentSME for Simulating Diverse Communication Modes in Smart Education CMMLU: Measuring massive multitask language understanding in Chinese

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-06T04:46:57.462015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:46:57.462015Z digest=sha256:623d86993233d598e3fad8d748034300d0bb96735cfb36bf8151381522893986

Pith citing papers

No inbound Pith citation observations are available.