Pith. sign in

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 21 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 2026-08-21T06:32:19.484+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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-08T12:55:53.011280Z digest=sha256:7de0eadbcf585a69288b9a1f16f0114d4ecba84d4f50b45a29098c9c9629697e

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-08T12:55:53.016520Z digest=sha256:0c058d167e506d7ce55d96b130b577c96e861da6227303c31920a634e293b62f

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
raw_fallback, observed 2026-08-08T12:55:54.621585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-08T12:55:53.021517Z digest=sha256:42a13a042dd15c4175bcbdead814a4fe2b772ba11307ee4ef7e600d9635e4d9d

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-08T12:55:53.026351Z digest=sha256:a49da5d3b10ccbfaffcb543ca529b6414f9a5dac74527e10fda0e206312ebdd8

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-08T12:55:53.031433Z digest=sha256:976a678a50a5414523114818e2dc71def088483a157d21552f429f7a0e98f103

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-08T12:55:53.036158Z digest=sha256:dc54ef04dd64d0c01113de6f282ff3e07b2b096abd9ba22f5a0179b4f70d2d7d

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
raw_fallback, observed 2026-08-08T12:55:54.577149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-08T12:55:53.041410Z digest=sha256:def799e2200fe65e3441f18b199f2c737951fbfd7a3f5f0870b2814842b84b37

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-08T12:55:53.046034Z digest=sha256:08804a4f2189469e59cb908af1922abace17148f4d090e415ac1e8745ecf102b

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
raw_fallback, observed 2026-08-08T12:55:54.546441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-08T12:55:53.050739Z digest=sha256:21bc768f41e0d6247396dc70cc7cb65b58124fe2eb7ffabfe01ce76b78b8802e

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
raw_fallback, observed 2026-08-08T12:55:54.530993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-08T12:55:53.055369Z digest=sha256:422c86998bbcf4cddc39321ab307341fe05c805814922dadbaa778153be3f8c9

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
raw_fallback, observed 2026-08-08T12:55:54.515389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-08T12:55:53.059932Z digest=sha256:666abd89b9ec3ab6d973836866b2ecca72350461203fdaf874fc276ba8be80d2

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
raw_fallback, observed 2026-08-08T12:55:54.500513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-08T12:55:53.064464Z digest=sha256:ce0be9452c24f7458aa03a2e940ab81a8aa059842720c047e110ab58b2ef35b2

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-08T12:55:53.069300Z digest=sha256:95ae9e158052a13cc6d60160d67ed8f812d9fc0e4987d10f4fea0907e3fa3960

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-08T12:55:53.074017Z digest=sha256:0e3fdbd8637db42b166f572eb5b1a83f32cce6b22af26c61f6b7b42f76a867fd

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
no resolver link, observed 2026-08-08T12:55:53.078917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T12:55:53.078917Z digest=sha256:492f1f5b2941932b2df141850fe3eaa889dab2728700e044e877765d69d7f8a1

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-08T12:55:53.084022Z digest=sha256:c898f44de84728f22cc92b52a66b157ef1e71799333850baf47c4cbb0d454c1d

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
raw_fallback, observed 2026-08-08T12:55:54.440604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-08T12:55:53.088601Z digest=sha256:9e7b11449e5a41ab5cf78eec1aae2acf148e49f5d25bf4d0f540e4b2e5518806

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-08T12:55:53.093631Z digest=sha256:9b6c109b8d1cb130fb8a01d75d9f6e9c4ae6cf781fe02b03b8f4f95d4337a171

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-08T12:55:53.098411Z digest=sha256:d6b03677de1b0062d46562fc787183f5b0c70bfeff5ef869f44511466b3aa210

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-08T12:55:53.102993Z digest=sha256:9622780d634888d72064708782b5131f27759cd2f357e4992a6944dfd2376875

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-08T12:55:53.107529Z digest=sha256:f94c3480ce2d7fb0fd1ade308d0cd1f3d9806f7305d8eb49de933e6db0d83dde

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-08T12:55:53.111885Z digest=sha256:8da2479af6bf37ef21e62ca9c04af15bd1b5f13bdf1362d5c4132b0af5158697

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-08T12:55:53.116368Z digest=sha256:02de3778eb1da0cda67e53f68fba753f77b011d49d2a217679d030f00f6fe56e

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-08T12:55:53.120909Z digest=sha256:b7dd6649842e0e57f50a2f1f0254844b2b5c577c5a24c925f152d4559461d4b3

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
unresolved
no resolver link, observed 2026-08-08T12:55:53.125137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T12:55:53.125137Z digest=sha256:20eb8974f8e61e1b90cb955bd49ba82e79d98d1e8c34c5792550c94e34465952

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-08T12:55:53.129698Z digest=sha256:c5a69c4e8777fcf0bb74274d572ef6c662227fa9a65f9605e8bd58be67416aa5

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-08T12:55:53.134086Z digest=sha256:d45a39082c4ddf4ca13938cb156f4ad65e0106c263b00c0ccc9783ffd893eb0f

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-08T12:55:53.138623Z digest=sha256:11ead566fb83caf31ee54b71de0e4a0048985ef384728a1e871f6708f7e59fc8

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-08T12:55:53.143502Z digest=sha256:d0351055bfed8a53a15def9bb7f5e880a7bd4f79429cfe4f0ce3ae5cf92ad06e

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-08T12:55:53.148708Z digest=sha256:f865220c188791122d66fa9ea5ff2a504c911b0c6188624d4b26999fc4d378f8

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-08T12:55:53.153273Z digest=sha256:b6b80bd3880b0d565d936f8e12c5008d67d171b25367cd7c044bd888c31bcdcc

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-08T12:55:53.157892Z digest=sha256:3b801b6331f9be0dbf1d27123ced79e65006dece313664d3106cfb2d7b5795ff

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-08T12:55:53.162561Z digest=sha256:862aea4feb42ca7532b9368d4950f0a4c1c953846d860b921a998873e77e2873

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-08T12:55:53.167245Z digest=sha256:7e6755aa8ad039987f09d5e38ec825c5d2bf77d7b07e01383caed8fc9f6bda90

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-08T12:55:53.171750Z digest=sha256:f89a5936e607276414dbbcf94f76ea2e93c319370917f16c7f05c7b054b7ee6f

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-08T12:55:53.176313Z digest=sha256:11ccde63ce7254c0945c2fb1fb29830a650ae1d9d314c7dec36e955a84e1dbde

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-08T12:55:53.181526Z digest=sha256:983af2b4b72fc133e43d417fe4e35e5abdb35c205b191685c12365df5a278f85

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-08T12:55:53.186140Z digest=sha256:9b48a475a64f16406c9b7b6319ff8389bbdfff9b819d847ef1e57258865844ab

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:d67539af7d45a414a87a34f842c7e5da15e6a7f9ef6caa290754b328c52e6f50

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:ce5307c3c24bd02718bcae925a73bf9fa1479d4b28f65b7e0d9027b4b1d30f69

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-08T12:55:53.199603Z digest=sha256:f43873d22bd0db0e2f8fca70920557817263fd5c8b1005f5effc667dd1632c96

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-08T12:55:53.203899Z digest=sha256:76618e6742425d6223eeec9df199874cbeb538ae53eceb25c2c45088638d9122

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-08T12:55:53.208360Z digest=sha256:e443e40c9944f009b41dd3b3942c6d33895d0154ecbe9ed76e7220a28f7d1353

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-08T12:55:53.213175Z digest=sha256:4b374c254319f3435cb1f4453a6e2737abbd38f28f9d4fed5c68d238dc1e87b0

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-08T12:55:53.218001Z digest=sha256:aae58e11807d4a2e3e13b5d5543fcf333d41080386263bdac4ccb3549441aa17

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-08T12:55:53.222482Z digest=sha256:f0edf057304f315d1723ccd5036ed04cfe322097f6bc5d390636359ab0baa264

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-08T12:55:53.226957Z digest=sha256:956f52e9b03bc6168d83e56f4557b8d181e09a845da932898ddeb0e745f29ec2

Pith citing papers

No inbound Pith citation observations are available.