Pith. sign in

Paper Citation Record · LEDGER

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers

As of 23 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 0 inbound Pith citation observations for arXiv:2508.11678.

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

pith.paper-citation-record.v1
2508.11678 v2

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T22:47:47.919152Z

measured 53 of 53 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

53 of 53 outbound references displayed

  • verified exact3
  • verified fuzzy49
  • unresolved1
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0bb64ab6-c08b-402f-b043-0adae2bd1348 · outbound

This paper cites Insights about large-scale online peer assessment from an analysis of an astronomy MOOC,.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Insights about large-scale online peer assessment from an analysis of an astronomy MOOC,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:51.966011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:44.545885Z digest=sha256:7e686cdf75e312007255600d993d2d845a961ebfa87fc557fc4d45a6dba52498

Observation 6d064969-a296-409b-9fca-0d32319357f2 · outbound

This paper cites Validity of peer grading using calibrated peer review in a guided-inquiry, conceptual physics course,.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Validity of peer grading using calibrated peer review in a guided-inquiry, conceptual physics course,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:51.956573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:44.587870Z digest=sha256:503fb026b93ce2333d747eb4c0b162b3d823edfd787c07d357d269f96bad3e68

Observation f0bbc326-b4c4-4a4f-8d63-381deace2b24 · outbound

This paper cites Auto grouping and peer grading system in massive open online course (mooc),.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Auto grouping and peer grading system in massive open online course (mooc),

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:51.947472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:44.668118Z digest=sha256:6f03c027240037f4ea0261396195e7db708e4534502c3c9e92915cb735c31c3e

Observation 2f1789e8-d56f-4151-9cd5-fb056859cfad · outbound

This paper cites Feed-forward assessment, exemplars and peer marking: evidence of efficacy,.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Feed-forward assessment, exemplars and peer marking: evidence of efficacy,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:51.938209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:44.729684Z digest=sha256:42909cbd65a054ece7db349b600371a56ffdb11a372d4e9d21d06a384c17d5fc

Observation a41655d8-be21-4ff8-9721-c5293843ae29 · outbound

This paper cites Improving peer assessment with graph neural networks,.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Improving peer assessment with graph neural networks,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:51.928111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:44.794207Z digest=sha256:eab9d3d9ad9261e41340e4a3dcaaed0f753020cce0f630e71b6b137d6ccb9e17

Observation 08193e24-20de-4a56-8188-e56e9339ff7e · outbound

This paper cites Machine and social intelligent peer-assessment systems for assessing large student populations in massive open online education,.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Machine and social intelligent peer-assessment systems for assessing large student populations in massive open online education,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:51.918756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:44.812959Z digest=sha256:84696dc5d6dbcaa178c8bd011a20ee4ab63497a899d77116f1c9dd955cf717b9

Observation 0670202e-9704-4e61-a004-1d9c306b8c66 · outbound

This paper cites Improving peer grading reliability with graph mining techniques,.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Improving peer grading reliability with graph mining techniques,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:51.909428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:44.858269Z digest=sha256:8bac58a7b7fc39f8a1d573ec5335ffe1004843562de4f41a9ec70caf1f603dab

Observation f44aeacd-97a3-40eb-8e1b-d6b3eddd2310 · outbound

This paper cites an unresolved cited work.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-05T22:47:51.899998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:44.901916Z digest=sha256:a1502128076cf783c8f02b5240d21b16f2cb932de64b99fe96205fb3cd2d869d

Observation 2f26c826-5c07-41ce-aa99-bde3e33a91da · outbound

This paper cites Improving es- say peer grading accuracy in massive open online courses using personalized weights from student’s engagement and performance,.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Improving es- say peer grading accuracy in massive open online courses using personalized weights from student’s engagement and performance,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:51.890570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:44.939464Z digest=sha256:02c8a02304593abc9b30f479d3cc5dcfd709af6ffc9449bd1faad0de09efc7a4

Observation 4f592031-878a-42ab-a282-8ee356ac0a4e · outbound

This paper cites The PeerRank Method for Peer Assessment.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers The PeerRank Method for Peer Assessment

Reference 10

Resolution
verified exact
local_arxiv, observed 2026-08-05T22:47:48.219367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:45.054527Z digest=sha256:7f7419af6f36c46031bccdb5a73b3c3e703a6c80a3ce637c682a0d3f30615156

Observation 0ec3c9fc-fff1-4904-acc0-54531c63e98e · outbound

This paper cites Peer assessment in moocs: Systematic literature review,.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Peer assessment in moocs: Systematic literature review,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:51.880492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:45.108505Z digest=sha256:457f42cc907370f67218bd3a1f230551257af324c62694511ea70875ca68c471

Observation 83166cfa-93d4-4540-bdc6-d890ffb409d2 · outbound

This paper cites Systematic Review of Approaches to Improve Peer Assessment at Scale.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Systematic Review of Approaches to Improve Peer Assessment at Scale

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-08-05T22:47:48.122151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:45.161537Z digest=sha256:dbcb3fbfc1acbdfeae08d93ca7d24e3ab540c0d20b52fa6b7835fdbec93288f1

Observation 2b3bb3fd-aa06-4d32-b7cb-9c295849f875 · outbound

This paper cites An empirical review of anonymity effects in peer assessment, peer feedback, peer review, peer evaluation and peer grading,.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers An empirical review of anonymity effects in peer assessment, peer feedback, peer review, peer evaluation and peer grading,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:51.871224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:45.246557Z digest=sha256:82f9a1f78ee0c1ead02abca0ce6b22abd0f1eedb172892c19f49651d3ff88f65

Observation dd795c70-c418-41db-9fe7-7fda44435af2 · outbound

This paper cites Declaración prisma 2020: una guía actualizada para la publicación de revisiones sistemáticas,.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Declaración prisma 2020: una guía actualizada para la publicación de revisiones sistemáticas,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:51.861918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:45.336033Z digest=sha256:c7fa2fbfdce5045dfaf6e9c957e734ad5d71b25a8f87a7f177f724d70de29216

Observation f1cc3da1-a771-4f1a-b31a-7a7f810c4547 · outbound

This paper cites The measurement of observer agreement for cate- gorical data,.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers The measurement of observer agreement for cate- gorical data,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:51.852380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:45.371719Z digest=sha256:707c82a32005c9346b123898740cb63ade831b3f60df52001ff9c15351f76338

Observation 81f88205-2a45-420b-ab7a-e288e0b90bc9 · outbound

This paper cites Flipped small group classes and peer marking: incen- tives, student participation and performance in a quasi-experimental approach,.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Flipped small group classes and peer marking: incen- tives, student participation and performance in a quasi-experimental approach,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:51.843191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:45.414110Z digest=sha256:d9d8913401f1dc8d8ca07a7026556455fac0176a76bbf0db6505a8de221b88d9

Observation 0b9ce784-bdb3-45e8-bcdb-4a4882150c35 · outbound

This paper cites Simulating massive open on-line courses dy- namics,.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Simulating massive open on-line courses dy- namics,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:51.833956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:45.439936Z digest=sha256:958bf62bf66a9619a70320eb691af90b696c341d9a09bd10b86c702b7c20ab67

Observation 29a97271-f1bf-4628-8180-49f1189999ac · outbound

This paper cites Removing bias and incentivizing precision in peer-grading,.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Removing bias and incentivizing precision in peer-grading,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:51.824496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:45.529327Z digest=sha256:ad52d4a2581c0731f99ea1e53157022143d9c46774b4818167b3d697e950caa7

Observation 794565ca-9efe-4933-8b57-903fc2c7ef51 · outbound

This paper cites Grading the graders: Motivating peer graders in a mooc,.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Grading the graders: Motivating peer graders in a mooc,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:51.815250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:45.672353Z digest=sha256:92ff42d11e1fe910efca49a96b8995a4cc6c11a20efe6c6a96812b165161976c

Observation b7f83327-df35-47df-b8ca-f954c7e456e3 · outbound

This paper cites Onthevalidityofpeergradingandacloudteaching assistant system,.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Onthevalidityofpeergradingandacloudteaching assistant system,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:51.805602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:45.773295Z digest=sha256:320aff8b1b107fd132a080a8bdbd2d31abc81d5f83c0ffa78b2fb21adee0fb6a

Observation a013974a-7319-46ab-9b7c-5d64c718df95 · outbound

This paper cites Peer assessment in moocs based on learners’ profiles clustering,.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Peer assessment in moocs based on learners’ profiles clustering,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:51.796478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:45.923178Z digest=sha256:217162dcf56b80e605a0abd862660fa421b4c39afc07dedaf3d6c64a0f4c0fdd

Observation ab5f52da-4524-4b40-a2b4-ad9bf94e9c60 · outbound

This paper cites Scaling up data science course projects: A case study,.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Scaling up data science course projects: A case study,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:51.787202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:46.015895Z digest=sha256:c94909aff5997046dd98c3b68cff1bd259171c8ec9eb0c59835117e8ef3c54db

Observation cd03024e-a8eb-4860-b302-69e676c1f81f · outbound

This paper cites Mechanical ta: Partially auto- mated high-stakes peer grading,.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Mechanical ta: Partially auto- mated high-stakes peer grading,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:51.777642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:46.075462Z digest=sha256:15e30ff71f97ef75719a8c186c48fbc785985d5abd022b2ea311ad0e2ee3b41e

Observation 054b7453-25e2-46f0-a690-377414f2f267 · outbound

This paper cites Improving feedback and discussion in mooc peer assessement using introduced peers,.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Improving feedback and discussion in mooc peer assessement using introduced peers,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:51.768064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:46.177460Z digest=sha256:5c15fb3e16fa3af0d3fdeea2bee1e38201b2585460531ec3c08d78dca94884c2

Observation 4ad93ab1-504d-47b8-9de9-c12e2d8bca82 · outbound

This paper cites Collaborative calibrated peer assessment in massive open online courses,.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Collaborative calibrated peer assessment in massive open online courses,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:51.758942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:46.274670Z digest=sha256:094cbd7b2134fee1c4ba7c7abec283ffba11577da72b4bc0a8961870079a8daf

Observation aac98100-379c-43c7-aff4-f6aa3768bed8 · outbound

This paper cites Non-calibrated peer assessment: An effective assess- ment method for student creative works,.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Non-calibrated peer assessment: An effective assess- ment method for student creative works,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:51.749604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:46.322562Z digest=sha256:e7823d067c04fb9f1a47adb6bb7d6838630fbd6409185a6c7d1eda05db832655

Observation a1f91d36-3df3-43bd-bb9a-033d38d33e0f · outbound

This paper cites A blockchain approach to academic assessment,.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers A blockchain approach to academic assessment,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:51.740184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:46.347948Z digest=sha256:9d5da45f8bbc8839f96c7f7aee02488b1a9a0a6be0f1e6c8efb0f8cf008246e5

Observation 2809681e-f0de-4d7a-8158-8b48832dec1e · outbound

This paper cites Identifying items for moderation in a peer assessment framework,.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Identifying items for moderation in a peer assessment framework,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:51.730842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:46.422115Z digest=sha256:f6499cfaf9188616e49dfb44dfa5e96e2f839d749bf4ec078032d39158360265

Observation 83748827-63df-49e0-a83f-5aa3621df545 · outbound

This paper cites How tool support and peer scoring improved our stu- dents’ attitudes toward peer reviews,.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers How tool support and peer scoring improved our stu- dents’ attitudes toward peer reviews,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:51.721782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:46.467773Z digest=sha256:c149eec6d01773781cc8eb9a08af87bad5d352517f8926c07e2f518c0d1a72f5

Observation a153bb00-cf94-4fc2-81f0-fc7a5e33d1c0 · outbound

This paper cites Adaptive peer grading and formative assessment,.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Adaptive peer grading and formative assessment,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:51.712604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:46.528803Z digest=sha256:debb96ed5a750aa2801bfbf78b529e2ea6c3c93535214dfbd0f5d45ac49f37dd

Observation 10234c18-2070-45a0-97e0-4b3af8c7fe52 · outbound

This paper cites Practical methods for semi-automated peer grading in a classroom setting,.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Practical methods for semi-automated peer grading in a classroom setting,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:51.605078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:46.558164Z digest=sha256:9505b73dfc016fd5e4ba4d782f58c5073c0f74e6d8ecfe542ce4194d3209160f

Observation e95ad149-368c-464e-817f-b2e27d10d587 · outbound

This paper cites How learning analytics can help orchestration of formative assessment? data-driven recommen- dations for technology- enhanced learning,.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers How learning analytics can help orchestration of formative assessment? data-driven recommen- dations for technology- enhanced learning,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:51.543465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:46.611403Z digest=sha256:aa116a4ecde83c1245539671a3d9c203a12fbc0c01db96f25d0764adbfcfec2b

Observation bec98ef9-2533-4873-9a25-a682a4f0fce9 · outbound

This paper cites Crowdgrader: a tool for crowdsourcing the eval- uation of homework assignments,.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Crowdgrader: a tool for crowdsourcing the eval- uation of homework assignments,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:51.383411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:46.690144Z digest=sha256:c88691a8643f86aa90a55624c2820c1fee4548dfef2f44f8930cb605d554890a

Observation 7dd8d267-7e9d-4dde-a281-c21ed4d0077e · outbound

This paper cites Improving the peer as- sessment experience on mooc platforms,.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Improving the peer as- sessment experience on mooc platforms,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:51.235163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:46.712911Z digest=sha256:aa91ce69f3800fbbcf787170ddcd35b3690765f66c09ee4fdcce243d9410b7ec

Observation 69096759-08c7-483e-badb-b22f04083f4b · outbound

This paper cites Automatedgradingforadvancedtopicscourses,.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Automatedgradingforadvancedtopicscourses,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:51.066354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:46.754208Z digest=sha256:29a4dacb340d50f82ea5965b159b8753ea94ff3ff9d44022b80085c8f1885223

Observation be08acf6-bf3f-4c09-8293-c6e7a8e8f4ad · outbound

This paper cites Learneval peer assessment platform: Iterative devel- opment process and evaluation,.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Learneval peer assessment platform: Iterative devel- opment process and evaluation,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:50.873411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:46.825648Z digest=sha256:eb4ca11711773900fe524a861c946a5b62ad0924338d9ac9fae98601ae687a6a

Observation 5c7d25a5-7338-461d-b875-f06bed8c7c56 · outbound

This paper cites Trust-aware peer assessment using multi-armed banditalgorithms,.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Trust-aware peer assessment using multi-armed banditalgorithms,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:50.644984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:46.885916Z digest=sha256:6f93e06f183f87609b298bb5d8cd8134f4194053c022df852efc9e31d8b82352

Observation 50ec7c8a-03b7-46b7-9bac-466e018d4ab2 · outbound

This paper cites Open, collaborative, and ai-augmented peer assessment: Student participation, performance, and perceptions,.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Open, collaborative, and ai-augmented peer assessment: Student participation, performance, and perceptions,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:50.416529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:46.942961Z digest=sha256:0e0365b43fb6192aa35029aa3ebada1b6098743a317baeb8dc961567f4899f76

Observation 66709cb7-2b44-4105-bc94-00680eef028e · outbound

This paper cites Mechanical ta 2: Peer grading with ta and algorithmic support,.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Mechanical ta 2: Peer grading with ta and algorithmic support,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:50.206439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:47.001377Z digest=sha256:dcc9f37e2337ab15632325f67cedb9eb953ab4f5295a0ec5b87fe8c28c1bc552

Observation a9b6e644-023a-4172-8008-6819e59711e8 · outbound

This paper cites How effective can simple ordinal peer grading be?.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers How effective can simple ordinal peer grading be?

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:49.915345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:47.077408Z digest=sha256:104f97689d4e2825e3a32c7b9457926cfec6fe67291bbf30e0cecba8a0fff4cb

Observation b7ca6524-6982-4e6d-b3f7-1c8def1ad2ee · outbound

This paper cites Aggregating partial rankings with applications to peer grading in massive online open courses.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Aggregating partial rankings with applications to peer grading in massive online open courses

Reference 41

Resolution
verified exact
local_arxiv, observed 2026-08-05T22:47:48.033555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:47.138067Z digest=sha256:4e3a3fa7db1a9836901cc45116cfaaba116dd7125907edc7673a0db5f7d66c41

Observation aacb0d03-3ef7-4f9c-8c1e-7a1e608f03bd · outbound

This paper cites Better peer grading through bayesian inference,.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Better peer grading through bayesian inference,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:49.782880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:47.216725Z digest=sha256:932945f51985587c13a76e85428a39f649a98d874c0138e3e90663744754237f

Observation f8cb08bd-a0d9-4894-840a-09b17144dd70 · outbound

This paper cites Peer and self assessment in massive online classes,.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Peer and self assessment in massive online classes,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:49.606429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:47.298430Z digest=sha256:56a561a2aca2cc4bb932df63d06fa9baf844308782fcaa85c8335448a6d1c619

Observation 1dec2439-efb2-481d-b440-372ca9803141 · outbound

This paper cites Peer-marking and peer-feedback for coding exercises,.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Peer-marking and peer-feedback for coding exercises,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:49.447184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:47.364690Z digest=sha256:2fea3043e07024337e2134a552cf9862071ccf043cc4be7023ccaf5d3f0b7675

Observation 5ba20d5d-dbbe-4ebe-8e6e-95d0d9003e67 · outbound

This paper cites Probabilistic graphical models for boosting cardinal and ordinal peer grading in moocs,.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Probabilistic graphical models for boosting cardinal and ordinal peer grading in moocs,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:49.288710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:47.413832Z digest=sha256:28c0d98404b9594af3e30ee0c9a67ead1be4ace4439971a06e98a05730708b0c

Observation dd2bc019-5ba0-4936-944e-896541b4333b · outbound

This paper cites Rankwithta: A robust and accurate peer grading mechanism for moocs,.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Rankwithta: A robust and accurate peer grading mechanism for moocs,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:49.136556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:47.474891Z digest=sha256:0bd94084fbc1a40cd80f82c086b7e8ec44c022d2b6b82b2c75dbb2e09a332716

Observation 946e3f28-5c89-4851-95a4-0f794e475d35 · outbound

This paper cites Supporting peer assessment in education with conver- sational agents,.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Supporting peer assessment in education with conver- sational agents,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:48.977717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:47.518748Z digest=sha256:954859ec3c824860c41793cf072820468651f0d9c6c27cee74172479cc295bc0

Observation a30a336d-94b4-48c6-acf2-36a068bfa072 · outbound

This paper cites Vista, E.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Vista, E

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:48.832560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:47.566911Z digest=sha256:6cf8b68ebc4e46c0fe0fff11200f9379da93431b92075bc0771ecafaad149e98

Observation 8ab99f16-eb6e-43c0-85a9-392a4f1f013e · outbound

This paper cites Leveraging social connections to improve peer assessment in moocs,.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Leveraging social connections to improve peer assessment in moocs,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:48.735137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:47.628708Z digest=sha256:72efb50e8ce3dbaa4f2e206b1bb9655148c0dad4fd5a1f2ca8f0dd8080ae712f

Observation 24306bff-6523-4fe7-8ba4-e0feb904f14a · outbound

This paper cites Appropriate number of raters for irt based peer assessment evaluation of programming skills,.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Appropriate number of raters for irt based peer assessment evaluation of programming skills,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:48.607004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:47.685592Z digest=sha256:d5a234f9f800e0e8bc6dc3a96e9398dd2cc0cb0d31018b02c96f6f3dd7d6893b

Observation 50387c0d-0f97-4404-b582-9c57c15f49b3 · outbound

This paper cites Methods for ordinal peer grading,.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Methods for ordinal peer grading,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:48.484058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:47.794794Z digest=sha256:03114324b8b51c718826c4226ceb78598ea76b8007fd44f4f01fe4124dba7629

Observation 5b1988fa-5364-4183-837a-c4b104dfcbd4 · outbound

This paper cites Online peer marking with aggrega- tion functions,.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers Online peer marking with aggrega- tion functions,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:48.393171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:47.840744Z digest=sha256:9d38a1df8d559ff2900ccfb53110ccf92e65ba044cd65bd42e80d43fc55536eb

Observation 7fa37285-1ee6-4736-8c27-0cc74fa337f8 · outbound

This paper cites A dynamic review allocation approach for peer assess- ment in technology enhanced learning,.

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers A dynamic review allocation approach for peer assess- ment in technology enhanced learning,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T22:47:48.300662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T22:47:47.919152Z digest=sha256:c3a5de2b673f777b27756211eb820c9a7db45a8b9a365bf8956181fbf8694c7a

Pith citing papers

No inbound Pith citation observations are available.