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Paper Citation Record · LEDGER

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy

As of 9 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2502.07404.

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

pith.paper-citation-record.v1
2502.07404 v2

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T12:55:53.226957Z

measured 47 of 47 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 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

47 of 47 outbound references displayed

  • verified exact3
  • verified fuzzy36
  • unresolved7
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a8967a88-0c74-47b3-afd2-8372c59c7894 · outbound

This paper cites ICIDSSD (2020).

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy ICIDSSD (2020)

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:55:54.650598Z

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.

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Observation c9efc4b2-616d-438f-99fb-7a80ba60a4c0 · outbound

This paper cites AI magazine35(4), 105–120 (2014).

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy AI magazine35(4), 105–120 (2014)

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:55:54.635942Z

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.

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Observation ef4429a2-3f9b-4301-97dd-afbe5959f57b · outbound

This paper cites Proceedings of the Romanian Academy11(3), 277–283 (2010).

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy Proceedings of the Romanian Academy11(3), 277–283 (2010)

Reference 3

Resolution
verified fuzzy
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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=2026-08-08T12:55:53.021517Z digest=sha256:2cdb979caff90ead518d5a72e9d46dd3d6fb1681a66dbf66cb94e69b5a0ce6e7

Observation a86a7f64-1162-41f3-9df9-235ab5c6a4ec · outbound

This paper cites Wiley stat- sref: Statistics reference online (2014).

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy Wiley stat- sref: Statistics reference online (2014)

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:55:54.606612Z

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=2026-08-08T12:55:53.026351Z digest=sha256:4b479229a4fdfae5e762e032aeb765358862484bb3133c0f26ac070a99257d43

Observation 880dca3c-a43c-43a9-aa02-150e7a66e460 · outbound

This paper cites Journal of the Korean Statistical Society42(3), 323–328 (2013).

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy Journal of the Korean Statistical Society42(3), 323–328 (2013)

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:55:54.591860Z

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=2026-08-08T12:55:53.031433Z digest=sha256:dd68d01729c2e817a070a0a48ad721da6f500b51641b8998a3ee7125aacd9745

Observation 55de4bbb-e72d-44d9-aa14-240ce034fe29 · outbound

This paper cites IEEE Access 12, 192219–192229 (2024).

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy IEEE Access 12, 192219–192229 (2024)

Reference 6

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-08T12:55:53.797152Z

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.

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Observation 44a95410-9b4e-4b09-b429-cd1cd152b998 · outbound

This paper cites In: Proceedings of the 20th international conference on intelligent user interfaces.

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy In: Proceedings of the 20th international conference on intelligent user interfaces

Reference 7

Resolution
verified fuzzy
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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=2026-08-08T12:55:53.041410Z digest=sha256:c39b9411d9ee75277c80a5ffc337bc159a420e9866fe6f613d8340fc0f7cd83a

Observation 4c396702-febf-49ba-acc2-9be88eaf531b · outbound

This paper cites Sensors & Materials34 (2022).

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy Sensors & Materials34 (2022)

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:55:54.561736Z

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=2026-08-08T12:55:53.046034Z digest=sha256:c38247b3b32f6382e3c47ba82313ab69a6668db3ec6e0e1459ebbdb23f02bdda

Observation 417bbef6-d785-42bd-ab6c-ec717907ce6d · outbound

This paper cites Scientific Reports12(1), 6991 (2022).

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy Scientific Reports12(1), 6991 (2022)

Reference 9

Resolution
verified fuzzy
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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.

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Observation 354676de-7e57-446b-8db8-5a60931da770 · outbound

This paper cites ACM Transactions on Interactive Intelligent Systems (TiiS)2(4), 1– 39 (2013).

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy ACM Transactions on Interactive Intelligent Systems (TiiS)2(4), 1– 39 (2013)

Reference 10

Resolution
verified fuzzy
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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.

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Observation 0e91e978-bb42-45fc-be25-0290ffca0b9f · outbound

This paper cites Pattern recognition 44(3), 572–587 (2011).

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy Pattern recognition 44(3), 572–587 (2011)

Reference 11

Resolution
verified fuzzy
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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.

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Observation 6e835cd4-71e4-4c49-9e8e-a952b1c77657 · outbound

This paper cites Psychological bulletin128(2), 203 (2002).

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy Psychological bulletin128(2), 203 (2002)

Reference 12

Resolution
verified fuzzy
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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=2026-08-08T12:55:53.064464Z digest=sha256:f442c8f4a6030f40dbe14e7a86f5165898eb7d9a5693074db0fd3883b54e3b42

Observation 9d561b03-bef6-4bfe-a172-6853d557ae4e · outbound

This paper cites Multimedia Tools and Applications pp.

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy Multimedia Tools and Applications pp

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:55:54.485873Z

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=2026-08-08T12:55:53.069300Z digest=sha256:27011050f72b425a2ce3b42d728a6319a21f2702696631db1f3eac7a7d6d8354

Observation 2e7f2779-7586-431f-84bf-8a769e7458f0 · outbound

This paper cites IEEE Transactions on Computational Social Systems (2023).

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy IEEE Transactions on Computational Social Systems (2023)

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:55:54.470737Z

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=2026-08-08T12:55:53.074017Z digest=sha256:75e55685ccffae0655f237924b4085f40b5e6aa592946d7e239ae0a433d507a2

Observation 3e1d8f83-d17f-4a1b-a924-0ec658597ff3 · outbound

This paper cites DAiSEE: Towards User Engagement Recognition in the Wild.

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy DAiSEE: Towards User Engagement Recognition in the Wild

Reference 15

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T12:55:53.078917Z digest=sha256:218c51103cc7bea1448f8542c0132de831b326123b13361a58548473b4fc791e

Observation 72ce270e-1fb1-42e6-a79f-0f2d74f6aeee · outbound

This paper cites Computers & Education 90, 36–53 (2015).

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy Computers & Education 90, 36–53 (2015)

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:55:54.455688Z

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=2026-08-08T12:55:53.084022Z digest=sha256:92c4bf59d230a97b8814d64b252f36fd5225702e4ded5fe9f84f007e2dd70999

Observation b1970100-9b1b-4494-bd94-22b830829991 · outbound

This paper cites an unresolved cited work.

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy Unresolved cited work

Reference 17

Resolution
unresolved
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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.

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Observation 0150183d-7368-4049-803a-1a8ec25a967c · outbound

This paper cites In: Proceedings of the 11th ACM Symposium on Eye Tracking Re- search & Applications.

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy In: Proceedings of the 11th ACM Symposium on Eye Tracking Re- search & Applications

Reference 18

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-08T12:55:53.740719Z

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=2026-08-08T12:55:53.093631Z digest=sha256:d33a403decc6bdd05dd3cac2314cd506ed3316af4a1871b5b5dffa7b06045d36

Observation 0e43d304-fe85-4238-94b6-b821d26722c7 · outbound

This paper cites Technology, Knowledge and Learning 27(2), 449–460 (2022).

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy Technology, Knowledge and Learning 27(2), 449–460 (2022)

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:55:54.424044Z

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=2026-08-08T12:55:53.098411Z digest=sha256:b45abe14184648d4358955a4621f720b7637b6439dedd0395f7dbb3e8e76dd52

Observation 9279b6c8-d60b-44a6-8687-3065f906d717 · outbound

This paper cites In: 2016 Asia-Pacific signal and information processing association annual summit and conference (APSIPA).

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy In: 2016 Asia-Pacific signal and information processing association annual summit and conference (APSIPA)

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:55:54.408750Z

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=2026-08-08T12:55:53.102993Z digest=sha256:155b04dd2ef0234a31b1315e1b2862f73501e7f1fda929f23a57b33f1f41117f

Observation 66fc1bfb-0caa-4873-a47e-c8ed1a494f23 · outbound

This paper cites Scientific Reports13(1), 8414 (2023).

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy Scientific Reports13(1), 8414 (2023)

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:55:54.393326Z

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=2026-08-08T12:55:53.107529Z digest=sha256:0100137b2af7d2c221d16ae15df8d6c46269d1138c0355aed1bcadfda6a3a5db

Observation 4c612f17-853d-460f-8002-4dc08de98f53 · outbound

This paper cites In: Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems.

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy In: Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems

Reference 22

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-08T12:55:53.523756Z

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=2026-08-08T12:55:53.111885Z digest=sha256:5a6ce3045a340d2f13655f1b79ec2cb800a5f70281fcd93fcd2f84a53382c2ed

Observation d95a0613-55fe-4262-85ab-7a1a7403fba8 · outbound

This paper cites an unresolved cited work.

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-08T12:55:54.377968Z

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.

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Observation 2c9a0627-6d53-4742-9c21-c38a30e4d9cb · outbound

This paper cites Sensors18(11), 3978 (2018).

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy Sensors18(11), 3978 (2018)

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:55:54.362172Z

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=2026-08-08T12:55:53.120909Z digest=sha256:bf27d9bfee154edcf9ff3287f7315b7c8d0f97c666519b464a9a7658a08a92d1

Observation 371772cb-5d59-4ff9-9730-d01ed2b4245b · outbound

This paper cites Biochemia medica 23(2), 143–149 (2013).

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy Biochemia medica 23(2), 143–149 (2013)

Reference 25

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation e63c2b3f-b17d-49d4-bd0b-3a0d21f0287a · outbound

This paper cites The corsini encyclopedia of psychology pp.

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy The corsini encyclopedia of psychology pp

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:55:54.125148Z

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=2026-08-08T12:55:53.129698Z digest=sha256:3271e816e495e9e74c84cec5e7c82657cfb78e86ced42ec45fd5aeb1be17b170

Observation cb5c34b5-6132-4a43-a186-9c56ea6350f8 · outbound

This paper cites Frontiers in Robotics and AI8, 555913 (2021) Human-in-the-Loop Annotation for Image-Based Engagement Estimation 19.

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy Frontiers in Robotics and AI8, 555913 (2021) Human-in-the-Loop Annotation for Image-Based Engagement Estimation 19

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:55:54.109006Z

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.

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Observation abde736d-8cca-4060-8899-cb1a8da01bd2 · outbound

This paper cites The Journal of Experimental Education82(1), 22–50 (2014).

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy The Journal of Experimental Education82(1), 22–50 (2014)

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:55:54.092052Z

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.

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Observation 5912632a-ab4c-4b08-9d90-6a47e5c09e3b · outbound

This paper cites Automatic Context-Driven Inference of Engagement in HMI: A Survey.

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy Automatic Context-Driven Inference of Engagement in HMI: A Survey

Reference 29

Resolution
metadata mismatch
local_arxiv, observed 2026-08-08T12:55:53.272060Z

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.

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Observation e97e54a5-81b1-4aa1-863e-9b90d714ed2d · outbound

This paper cites an unresolved cited work.

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-08T12:55:54.075161Z

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=2026-08-08T12:55:53.148708Z digest=sha256:a1f0b31135a72bbf1d7b6d4094af9db781f51b84701ea2e376a3724d720e0482

Observation 1e3969fe-4bbc-4082-8db0-44d29caf62af · outbound

This paper cites Sensors18(7), 2074 (2018).

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy Sensors18(7), 2074 (2018)

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:55:54.060714Z

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=2026-08-08T12:55:53.153273Z digest=sha256:887bf6f7d8563e810d5e626f715b6462d48d67e98e1d345e79f562d2e52ebfb8

Observation 8d30f7f3-83b4-4f7a-b5a2-a0c7cc45715d · outbound

This paper cites Chemometrics and intelligent laboratory systems6(4), 259–272 (1989).

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy Chemometrics and intelligent laboratory systems6(4), 259–272 (1989)

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:55:54.046223Z

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=2026-08-08T12:55:53.157892Z digest=sha256:58a76f9cdb34146a71f5df56f97089cb86d75c10b12bb4b88680f3d49118beef

Observation 5d689e3f-ed95-4089-b96a-150ac01b34f3 · outbound

This paper cites IEEE Internet of Things Journal (2023).

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy IEEE Internet of Things Journal (2023)

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:55:54.029692Z

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=2026-08-08T12:55:53.162561Z digest=sha256:5040e8197c8e437a695710c4311d913b26d270cf2f482e45c4fd0fdd4fcfd378

Observation 642b3516-317e-4f6c-8d32-386e7dd1cd59 · outbound

This paper cites In: Companion of the 2024 on ACM International Joint Conference on Per- vasive and Ubiquitous Computing.

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy In: Companion of the 2024 on ACM International Joint Conference on Per- vasive and Ubiquitous Computing

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:55:54.012256Z

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=2026-08-08T12:55:53.167245Z digest=sha256:534f104a0429cc87d7d7b4b46c5aceae377f51627d00e91c5c5af435c9b9afe7

Observation b402481d-3717-45eb-b52b-1c7e15f63e71 · outbound

This paper cites In: Affective Computing for Social Good: Enhancing Well-being, Empathy, and Equity, pp.

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy In: Affective Computing for Social Good: Enhancing Well-being, Empathy, and Equity, pp

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:55:53.996210Z

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=2026-08-08T12:55:53.171750Z digest=sha256:de70f7c2fe7fd1754e531a47fb170a1d80cad2991efcae64e6b3903a293382aa

Observation d83a0f53-cdc3-41e2-ba5b-7de97f639eb6 · outbound

This paper cites Neurocomputing312, 251–262 (2018).

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy Neurocomputing312, 251–262 (2018)

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:55:53.980489Z

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=2026-08-08T12:55:53.176313Z digest=sha256:59851bef62b0d28f3e0e2d3ddcf51d469508de45767b8a16de4cc2b30a644e14

Observation 7eb540ba-2f89-4ef3-a62c-89b5869f5b3f · outbound

This paper cites Frontiers in psychology14, 1126994 (2023).

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy Frontiers in psychology14, 1126994 (2023)

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:55:53.965216Z

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=2026-08-08T12:55:53.181526Z digest=sha256:5c6474102a0735d8ce207201f0ef8b3a3f716d6b9432ef03f2d5962f595b6d83

Observation 7c3492a8-58e7-4d78-921c-fc8c27e02af3 · outbound

This paper cites In: Proceedings of the Augmented Humans International Conference 2024.

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy In: Proceedings of the Augmented Humans International Conference 2024

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:55:53.950053Z

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=2026-08-08T12:55:53.186140Z digest=sha256:56738ff79656253fc57189bac38efbd28ea4cd4d71948e7c6f29de6f99116307

Observation 878373b1-b6d5-42eb-b9d2-34a89be1fda2 · outbound

This paper cites IEEE Access11, 52886–52898 (2023).

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy IEEE Access11, 52886–52898 (2023)

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-08T12:55:53.190694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T12:55:53.190694Z digest=sha256:3fe4ef363e39dd79b995a011497ed35edf5eb6122dc59d36519e793ba571f51e

Observation de422626-41fe-43dd-b07d-5041b3045368 · outbound

This paper cites Sensors21(17), 5719 (2021).

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy Sensors21(17), 5719 (2021)

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-08T12:55:53.195186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T12:55:53.195186Z digest=sha256:8d3e44b7445c5eef21e3b5a5af4f5c52f2714d9bcb55089374ac4e4884f9d1b0

Observation 9d1fc7aa-8858-499f-aaaf-6d8eb0746d66 · outbound

This paper cites British Journal of Educational Technology47(6), 1304–1323 (2016) 20 Subramanya and Watanabe et al.

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy British Journal of Educational Technology47(6), 1304–1323 (2016) 20 Subramanya and Watanabe et al

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:55:53.913404Z

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=2026-08-08T12:55:53.199603Z digest=sha256:23e10b14b02b1839efa42d0ac333acf33249ab1e535e3f93c5c3ac111d28179c

Observation 925ae237-264a-4f5c-86cc-179d53fef443 · outbound

This paper cites Future Generation Computer Systems135, 364–381 (2022).

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy Future Generation Computer Systems135, 364–381 (2022)

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:55:53.897782Z

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=2026-08-08T12:55:53.203899Z digest=sha256:2fc74c528391f103a4976bc5fd9fdd27eb2d90535a73e3861a8811996b33d9b8

Observation 54711f0b-c655-48f5-b781-845b5ca6a96e · outbound

This paper cites IEEE Access7, 108906–108915 (2019).

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy IEEE Access7, 108906–108915 (2019)

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:55:53.880008Z

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=2026-08-08T12:55:53.208360Z digest=sha256:f76ca314778365aea631cf2b6ca9b485c687988f7c61db0e0588cd9b69ae33ac

Observation bdf7536e-dfea-48d2-a939-bb63b9eb3fd8 · outbound

This paper cites In: 2021 International Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS).

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy In: 2021 International Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS)

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:55:53.864320Z

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=2026-08-08T12:55:53.213175Z digest=sha256:788a18f838b76232b0b20c1b3e56c0acc768732a914b1216215c8a1a1297d063

Observation 51257c8a-6542-4206-9278-c23936c2f73f · outbound

This paper cites Neural Com- puting and Applications pp.

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy Neural Com- puting and Applications pp

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:55:53.847873Z

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=2026-08-08T12:55:53.218001Z digest=sha256:b71a0495f0896c448eb07d4ea4f952dec8005b8f8396e2f72f22950a04757657

Observation f5b1766a-47bc-4964-863f-e39451b5a402 · outbound

This paper cites In: Proceedings of the 9th international conference on Multimodal interfaces.

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy In: Proceedings of the 9th international conference on Multimodal interfaces

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:55:53.832218Z

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=2026-08-08T12:55:53.222482Z digest=sha256:e7e27119bf87d802a9827cfe681587285c8d818c4df81e6ac92e3ce062b07c79

Observation 88384cd7-381c-4a5f-a015-912e2aaded32 · outbound

This paper cites In: 2023 IEEE 16th Pacific Visualization Symposium (PacificVis).

Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy In: 2023 IEEE 16th Pacific Visualization Symposium (PacificVis)

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T12:55:53.815617Z

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=2026-08-08T12:55:53.226957Z digest=sha256:0323cf39f34af9c79674b39d07ab4168d6972696bb8fd6c6d6b50812f8f84631

Pith citing papers

No inbound Pith citation observations are available.