Pith. sign in

Paper Citation Record · LEDGER

Quality Control in Open-Ended Crowdsourcing: A Survey

As of 12 August 2026, this Paper Citation Record lists 100 of 245 outbound references and 0 inbound Pith citation observations for arXiv:2412.03991.

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

pith.paper-citation-record.v1
2412.03991 v1

Coverage vector

measured 100 of 245 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T21:56:28.577839Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

100 of 245 outbound references displayed

  • verified exact1
  • verified fuzzy0
  • unresolved99
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3d779573-da1a-434c-8325-44f92fb4ffcf · outbound

This paper cites Faitcrowd: Fine grained truth discovery for crowdsourced data aggregation.

Quality Control in Open-Ended Crowdsourcing: A Survey Faitcrowd: Fine grained truth discovery for crowdsourced data aggregation

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.221585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.221585Z digest=sha256:d38a8fff50e19cf40cecb52dfa509d8d3ed22c29037649e61a97db6ba52273ca

Observation a902e10b-3ff2-4db1-9129-ef4b937f71e4 · outbound

This paper cites Whose vote should count more: Optimal integration of labels from labelers of un- known expertise.

Quality Control in Open-Ended Crowdsourcing: A Survey Whose vote should count more: Optimal integration of labels from labelers of un- known expertise

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.226567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.226567Z digest=sha256:a13981559db0131021d0e0f787b317a935ca1cfae109d8e620a379b833ec9b87

Observation 7c5929ee-3267-426a-97ca-23395ce52376 · outbound

This paper cites Latent dirichlet allocation.

Quality Control in Open-Ended Crowdsourcing: A Survey Latent dirichlet allocation

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.230362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.230362Z digest=sha256:1ac382c8ec60ecc7f1da6a2582e9562a60c7c3bb5dd369d9dce03f319da95a2f

Observation 13d64e4d-5bab-413b-8c2c-88faa4f27e21 · outbound

This paper cites icrowd: An adaptive crowd- sourcing framework.

Quality Control in Open-Ended Crowdsourcing: A Survey icrowd: An adaptive crowd- sourcing framework

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.234092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.234092Z digest=sha256:8af126c9eac4b5ed30d9410dec9ace3ca5faa1017e0b4558f4eae76dafabdc6c

Observation 1efa32d2-8c51-4695-b033-10b4fbcc0ec5 · outbound

This paper cites The multidimensional wisdom of crowds.

Quality Control in Open-Ended Crowdsourcing: A Survey The multidimensional wisdom of crowds

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.238068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.238068Z digest=sha256:f8958a63445f5fd75a3a606a699523d766db005cffb9d23e5e092c773c570037

Observation 047a1fc3-c3b1-4717-830d-79929d74f6f1 · outbound

This paper cites Compar- ing twitter and traditional media using topic models.

Quality Control in Open-Ended Crowdsourcing: A Survey Compar- ing twitter and traditional media using topic models

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.241934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.241934Z digest=sha256:1527246a6861aecd462718abf2ef1b0d4ae6c947794fa45c0d9c10fe3db6b794

Observation b8a75fac-417e-40da-91bc-0c386a0528ac · outbound

This paper cites C-reference: Improving 2d to 3d object pose estimation accuracy via crowd- sourced joint object estimation.

Quality Control in Open-Ended Crowdsourcing: A Survey C-reference: Improving 2d to 3d object pose estimation accuracy via crowd- sourced joint object estimation

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.245723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.245723Z digest=sha256:0a863bd40d07a4986388e551a6480fa6974249521d30c33a6321c14658246d8f

Observation 190ef9c7-a7e1-4cf3-83ca-a4d2bab41b3d · outbound

This paper cites Eventanchor: Reducing human interactions in event annotation of racket sports videos.

Quality Control in Open-Ended Crowdsourcing: A Survey Eventanchor: Reducing human interactions in event annotation of racket sports videos

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.249095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.249095Z digest=sha256:288d7cb445d9a4e7f6c505f2f8b8181a4ff3cc8bcdcca2359151163141f88b9c

Observation 4903879d-78f7-4715-a61e-aedc86b495ed · outbound

This paper cites Aggregating complex annotations via merging and matching.

Quality Control in Open-Ended Crowdsourcing: A Survey Aggregating complex annotations via merging and matching

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.252316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.252316Z digest=sha256:4e3dbeb6ba9b3547f14e433cbdb0a39d9fe22fb4dff644eedd49825c69a2d77f

Observation a9e9ec8d-7cba-4357-8310-120ece1737d2 · outbound

This paper cites Capturing ambiguity in crowd- sourcing frame disambiguation.

Quality Control in Open-Ended Crowdsourcing: A Survey Capturing ambiguity in crowd- sourcing frame disambiguation

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.255933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.255933Z digest=sha256:29b8c643390b93367e464c9e9a61c147247d15f71715e38c6733af3a956f01e4

Observation 3626a73f-cd96-49b3-aaa3-912811988330 · outbound

This paper cites Multistep planning for crowdsourcing complex consensus tasks.

Quality Control in Open-Ended Crowdsourcing: A Survey Multistep planning for crowdsourcing complex consensus tasks

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.259228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.259228Z digest=sha256:9b0539502c92d8ec3dda658bfc0b3e4eeb8862f638318e3ff7cc1ced8a9e627d

Observation 05ca043e-737b-40b1-a2d0-ee6367a20629 · outbound

This paper cites Crowdsourcing Question-Answer Meaning Representations.

Quality Control in Open-Ended Crowdsourcing: A Survey Crowdsourcing Question-Answer Meaning Representations

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-08-11T21:56:29.356273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T21:56:28.262345Z digest=sha256:21bc8d522078bd619a3a6f99ce3e0c1684d6d9b04070de699cf5226d8ecc0aa4

Observation a03e7a53-fc01-4514-9162-403bd2efe9f9 · outbound

This paper cites Repeated labeling us- ing multiple noisy labelers.

Quality Control in Open-Ended Crowdsourcing: A Survey Repeated labeling us- ing multiple noisy labelers

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.266086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.266086Z digest=sha256:4b8a99565d6799a9d186a2b25dfbc9832f52da1baced4a684629d9d73a211384

Observation 213a7912-e680-48e6-b076-87b5a54adb29 · outbound

This paper cites How many workers to ask? adaptive exploration for collecting high quality labels.

Quality Control in Open-Ended Crowdsourcing: A Survey How many workers to ask? adaptive exploration for collecting high quality labels

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.269938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.269938Z digest=sha256:4659fe463d9aee77a7adc92088407917c818e5822007f978fd238f254fb8d2f9

Observation c702b3e8-2ba5-4c8e-a89b-b006bc883528 · outbound

This paper cites To re (label), or not to re (label).

Quality Control in Open-Ended Crowdsourcing: A Survey To re (label), or not to re (label)

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.273315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.273315Z digest=sha256:f161d9ece9dd5979b0cec72960eb2416c00dd992404b944e0fd31a40317c864a

Observation 203d44d4-009c-4317-a7e4-c139bd30350e · outbound

This paper cites Online sequencing of non-decomposable macrotasks in expert crowdsourcing.

Quality Control in Open-Ended Crowdsourcing: A Survey Online sequencing of non-decomposable macrotasks in expert crowdsourcing

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.276654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.276654Z digest=sha256:dd6f6aa48caff338483936fc0001a1e0eef1b1f0226f27c47bd460c73eb90dcb

Observation 88b2360d-8eab-4275-a895-e561eb0ef9ac · outbound

This paper cites Creating a system for lexical substitutions from scratch using crowdsourcing.

Quality Control in Open-Ended Crowdsourcing: A Survey Creating a system for lexical substitutions from scratch using crowdsourcing

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.279918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.279918Z digest=sha256:08cb8714c5963fb865c9f0c3366ede89c64a54274528d99d17ef318fe9759a40

Observation af107db4-1f0c-4aa5-9f2b-e3fd3b872345 · outbound

This paper cites Sprout: Crowd-powered task design for crowd- sourcing.

Quality Control in Open-Ended Crowdsourcing: A Survey Sprout: Crowd-powered task design for crowd- sourcing

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.283447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.283447Z digest=sha256:f81211c089e74a57c106d33956ac15f9e6acec5c67cfebc913c0d5755db80ac5

Observation ef42861b-e832-4e5d-98c1-7e4d875d66ad · outbound

This paper cites Crowd anatomy be- yond the good and bad: Behavioral traces for crowd worker modeling and pre-selection.

Quality Control in Open-Ended Crowdsourcing: A Survey Crowd anatomy be- yond the good and bad: Behavioral traces for crowd worker modeling and pre-selection

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.286811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.286811Z digest=sha256:925eb9335969516bd8e4ad54568f807ec80ecbeabaae9a520141cc3b13c1c8c4

Observation cb7083f5-ea4e-4dc3-b8b4-5b839bf2b2b1 · outbound

This paper cites Crowdsourcing complex workflows under budget constraints.

Quality Control in Open-Ended Crowdsourcing: A Survey Crowdsourcing complex workflows under budget constraints

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.290278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.290278Z digest=sha256:fb0747d7b3e29cdb4cc01977487882ed17c5e4ee8c6a71239c11bcc8020bbdc2

Observation cf20daa8-6cf6-49f9-81fa-a20cc4619638 · outbound

This paper cites Pplib: Toward the automated generation of crowd computing programs using process recombination and auto- experimentation.

Quality Control in Open-Ended Crowdsourcing: A Survey Pplib: Toward the automated generation of crowd computing programs using process recombination and auto- experimentation

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.293530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.293530Z digest=sha256:08c797cbd9e8c619ce02aabec5fe2ab8c89b76a316003439dd501d17f6277100

Observation 1fdc21ec-a632-491b-bc98-5b0e4b54455c · outbound

This paper cites E fficiently identifying a well-performing crowd process for a given problem.

Quality Control in Open-Ended Crowdsourcing: A Survey E fficiently identifying a well-performing crowd process for a given problem

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.297128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.297128Z digest=sha256:e53cc6c66ebe636d3257c8f2f0bf4ff42a5ff8a54997472c5f97fb453935d5ce

Observation e0e4e7b6-7257-4840-bf89-dadaa8f55063 · outbound

This paper cites Investigating dif- ferences in crowdsourced news credibility assessment: Raters, tasks, and expert criteria.

Quality Control in Open-Ended Crowdsourcing: A Survey Investigating dif- ferences in crowdsourced news credibility assessment: Raters, tasks, and expert criteria

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.300567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.300567Z digest=sha256:eecb1b653c1900b62b078401b8dbadeb4b3d638c6a9a6addc222255933978e67

Observation 6108f11e-6175-4cc9-bbdd-d53f1a4fb5fb · outbound

This paper cites Crowdsheet: instant implementation and out-of-hand execution of complex crowdsourcing.

Quality Control in Open-Ended Crowdsourcing: A Survey Crowdsheet: instant implementation and out-of-hand execution of complex crowdsourcing

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.304206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.304206Z digest=sha256:dee09b350a9bd0189753da8fa7547c2fa9652b5041819f4d282e19bd3f3e7c04

Observation 009c0f7b-b573-4cdd-ac35-a94ceff4e683 · outbound

This paper cites Cross-modal data programming enables rapid medical ma- chine learning.

Quality Control in Open-Ended Crowdsourcing: A Survey Cross-modal data programming enables rapid medical ma- chine learning

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.307677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.307677Z digest=sha256:c3b6db03665523aa570f5dde42459d4c795e46e9006bcdcb4c299fc3168d008e

Observation 8180e573-db09-4ae9-8d2e-4c9b18f3cece · outbound

This paper cites Crowdweaver: visually man- aging complex crowd work.

Quality Control in Open-Ended Crowdsourcing: A Survey Crowdweaver: visually man- aging complex crowd work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.311506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.311506Z digest=sha256:eaa856066b8aac9d3e726533e4cc51b161b28e1dda73ad1508473567fbbf035d

Observation 0c4530e5-a782-4ff7-9c15-70be886f2cf3 · outbound

This paper cites Quality-based pricing for crowd- sourced workers.

Quality Control in Open-Ended Crowdsourcing: A Survey Quality-based pricing for crowd- sourced workers

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.315285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.315285Z digest=sha256:7efa23aac350c079df99b66c3f8a75d655a54da454b5461baa89a8c72aa057a9

Observation c80a14bd-d615-4937-aea7-f0a9c361f247 · outbound

This paper cites Measuring crowdsourcing e ffort with error-time curves.

Quality Control in Open-Ended Crowdsourcing: A Survey Measuring crowdsourcing e ffort with error-time curves

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.319303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.319303Z digest=sha256:d9f3f1d453d299e8d2bd5988722d3c70bcfc57ae51aee39e046835bcdef745c2

Observation 44704984-9626-4134-a3ec-bf247e8a029b · outbound

This paper cites The e ffects of performance-contingent fi- nancial incentives in online labor markets.

Quality Control in Open-Ended Crowdsourcing: A Survey The e ffects of performance-contingent fi- nancial incentives in online labor markets

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.323036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.323036Z digest=sha256:ed3ea6d0a2f7b689f0fc850d14ad68c7418e012be1216f24992e8da836f51d90

Observation d5f51202-3082-434c-b6ec-efae9ad00f72 · outbound

This paper cites Complex crowdsourcing task al- location strategies employing supervised and reinforcement learning.

Quality Control in Open-Ended Crowdsourcing: A Survey Complex crowdsourcing task al- location strategies employing supervised and reinforcement learning

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.326637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.326637Z digest=sha256:c11b81e6389cfab2ec1d10f5858f843b0ebf3cd0f272fe45e68eddd0c66f575d

Observation 12b8b9c0-0b36-49e6-a61f-d6b5b4f62a80 · outbound

This paper cites Task assignments in complex collaborative crowdsourcing.

Quality Control in Open-Ended Crowdsourcing: A Survey Task assignments in complex collaborative crowdsourcing

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.330235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.330235Z digest=sha256:075bafea8883600c82c95e0afd6856cc714e2c96797a310b204f06218e885538

Observation 70941160-fa94-4e42-af11-6ab6f0b49015 · outbound

This paper cites Storia: Summarizing social media con- tent based on narrative theory using crowdsourcing.

Quality Control in Open-Ended Crowdsourcing: A Survey Storia: Summarizing social media con- tent based on narrative theory using crowdsourcing

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.333940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.333940Z digest=sha256:512dc2dc427e6b04fc2bf8a5c6288e71e65fbbc40269817f87f7994756586bab

Observation b02876b0-3ceb-442b-9ae5-4d6f6857dead · outbound

This paper cites Wearwrite: Crowd-assisted writing from smartwatches.

Quality Control in Open-Ended Crowdsourcing: A Survey Wearwrite: Crowd-assisted writing from smartwatches

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.337631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.337631Z digest=sha256:b2423d57b348caa2bb9bcbf2051c1817ccd877afc239eee3d9812c7f1ef00719

Observation d86d9b61-c163-416c-b447-3144d4b91597 · outbound

This paper cites The knowledge accelerator: Big picture thinking in small pieces.

Quality Control in Open-Ended Crowdsourcing: A Survey The knowledge accelerator: Big picture thinking in small pieces

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.341837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.341837Z digest=sha256:3ee4032ca681206d6cd23a3ab308772bd9b429658dfdc089a861bad659f9ca20

Observation 721b0716-eae3-4df2-b9b0-3335cb2ef2ee · outbound

This paper cites Communitycrit: inviting the public to improve and evaluate urban design ideas through micro-activities.

Quality Control in Open-Ended Crowdsourcing: A Survey Communitycrit: inviting the public to improve and evaluate urban design ideas through micro-activities

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.345581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.345581Z digest=sha256:b20ead0710e0c3f9c790ae1346c414134fe42da3a1e1679183dad3f972c8e512

Observation c29bac33-74be-4105-aff3-bdafcfa27a71 · outbound

This paper cites Exploring trade-o ffs between learning and productivity in crowdsourced history.

Quality Control in Open-Ended Crowdsourcing: A Survey Exploring trade-o ffs between learning and productivity in crowdsourced history

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.349021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.349021Z digest=sha256:aacbd10fa84429cb497971fc6a71a300e1e05fd7d45667769d4af313afdceccf

Observation d51cd9f6-1fe2-4ef2-b604-8bc80bf95058 · outbound

This paper cites Crafting policy discussion prompts as a task for newcomers.

Quality Control in Open-Ended Crowdsourcing: A Survey Crafting policy discussion prompts as a task for newcomers

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.352834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.352834Z digest=sha256:da13f3afff27e14520a89279f7c233f4df31f4af0f4bbd68105f4556503ac9c7

Observation 138ab05f-d290-435c-aee1-8b5f48df1e33 · outbound

This paper cites A task decomposition framework for surveying the crowd contextual insights.

Quality Control in Open-Ended Crowdsourcing: A Survey A task decomposition framework for surveying the crowd contextual insights

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.356545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.356545Z digest=sha256:08155570587b6bf2fd86688a70679d6181ffa80313a1ac4ac528d7132586f170

Observation e495f4b9-39c0-4e69-bcb8-f80884d24d46 · outbound

This paper cites Cascade: Crowdsourcing taxonomy creation.

Quality Control in Open-Ended Crowdsourcing: A Survey Cascade: Crowdsourcing taxonomy creation

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.360235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.360235Z digest=sha256:9c40b558a3bab932971d3de3dfebda157679f6e43bb48f9678116a2d1aacc90a

Observation 014606cf-1a1d-47ca-826c-5c183233d9d2 · outbound

This paper cites Crowdsourcing in the field: A case study using local crowds for event reporting.

Quality Control in Open-Ended Crowdsourcing: A Survey Crowdsourcing in the field: A case study using local crowds for event reporting

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.363707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.363707Z digest=sha256:adcf1fb0217d0c2a10ad9e4b74fe4c47057fca95e0125d736113ed7feb4218af

Observation 77c8b6a7-8f99-4d02-b57c-97c23d3a71b3 · outbound

This paper cites Chorus: a crowd-powered conversational assistant.

Quality Control in Open-Ended Crowdsourcing: A Survey Chorus: a crowd-powered conversational assistant

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.367097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.367097Z digest=sha256:3690775c6c2589c39b307c249e1d3b63e676b1dd77b91b364cdaf444f90f0871

Observation 1ac5c6fb-d2db-4814-9347-673b4dbb2f2b · outbound

This paper cites Crowdia: Solving mysteries with crowd- sourced sensemaking.

Quality Control in Open-Ended Crowdsourcing: A Survey Crowdia: Solving mysteries with crowd- sourced sensemaking

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.371117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.371117Z digest=sha256:d499f4674b41c05df1c8dd4731a9dfcdb105ba2e020086bf3b173c0a5a111855

Observation aad677d9-4cf5-4548-9bc2-0bc05f5708e8 · outbound

This paper cites Reviewing versus doing: Learn- ing and performance in crowd assessment.

Quality Control in Open-Ended Crowdsourcing: A Survey Reviewing versus doing: Learn- ing and performance in crowd assessment

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.374841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.374841Z digest=sha256:1d017b829715177e554a0d30747bde57ac75ec874ce0d73f1f0768f7c95e4682

Observation 1f919fce-0572-496e-b073-5688fabf3aaa · outbound

This paper cites Microtalk: Using argu- mentation to improve crowdsourcing accuracy.

Quality Control in Open-Ended Crowdsourcing: A Survey Microtalk: Using argu- mentation to improve crowdsourcing accuracy

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.378465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.378465Z digest=sha256:669597d8289a7bd1d76e90613d22808ffb1cdbf016f3ecd2c4866be95435f1e3

Observation fa75008d-a8e0-465f-b3fc-6012f4a4127f · outbound

This paper cites Smartcrowd: a workflow framework for complex crowdsourcing tasks.

Quality Control in Open-Ended Crowdsourcing: A Survey Smartcrowd: a workflow framework for complex crowdsourcing tasks

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.382044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.382044Z digest=sha256:fae8f7f8135952a3ff8a12b4d6e7ee518b609405c678756f27d2885243cc34c4

Observation 0bbaa2c1-1c17-4a9b-9b30-d3fe874d45a6 · outbound

This paper cites Optimized group formation for solving collaborative tasks.

Quality Control in Open-Ended Crowdsourcing: A Survey Optimized group formation for solving collaborative tasks

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.386189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.386189Z digest=sha256:fbaab28f280d5912063a69889529b8f99ea4649a81aefdd0b0dca4100d2f3542

Observation 32df37ee-e3ea-4235-a2b1-9b0b82b01288 · outbound

This paper cites Zencrowd: leveraging probabilistic reasoning and crowdsourcing techniques for large-scale entity linking.

Quality Control in Open-Ended Crowdsourcing: A Survey Zencrowd: leveraging probabilistic reasoning and crowdsourcing techniques for large-scale entity linking

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.389824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.389824Z digest=sha256:ddcda0db811c9e058785740c9a764f76a30b545b7afb3b55c57b9f57836f56e7

Observation 3c22f583-24fd-48e8-b156-7ed405dfebf5 · outbound

This paper cites Crowd- sourcing for multiple-choice question answering.

Quality Control in Open-Ended Crowdsourcing: A Survey Crowd- sourcing for multiple-choice question answering

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.393334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.393334Z digest=sha256:6d1ee7487f94deaf075a0d0540b3cd2d79cd84abd52108d7966d2fe008cc72b9

Observation 6ed77487-e6f2-483d-a03c-4344bc1a67e9 · outbound

This paper cites Bayesian classifier combination.

Quality Control in Open-Ended Crowdsourcing: A Survey Bayesian classifier combination

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.396942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.396942Z digest=sha256:d788cf45b1d76d397561c468dc11251f2611ed295e8e1157f1c96c77c4e269d9

Observation 2f07bdac-f5a0-47a4-8b80-6863a032c7cc · outbound

This paper cites Community- based bayesian aggregation models for crowdsourcing.

Quality Control in Open-Ended Crowdsourcing: A Survey Community- based bayesian aggregation models for crowdsourcing

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.400676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.400676Z digest=sha256:06316f05a21f3f6be4458905c6cffd3e578e0d53bbc9d9231acb97665765700d

Observation 74c051d9-448c-401d-98e4-f5c1d563ff75 · outbound

This paper cites Clickstream analysis for crowd-based object segmentation with confidence.

Quality Control in Open-Ended Crowdsourcing: A Survey Clickstream analysis for crowd-based object segmentation with confidence

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.404266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.404266Z digest=sha256:901107689b282532d5f60f812085436558bce71755c7a33a479e2d6073190687

Observation 0ca13bb2-6e06-4aa1-a971-147fb8dcc97f · outbound

This paper cites Exploring the e ffects of goal setting when training for complex crowdsourcing tasks.

Quality Control in Open-Ended Crowdsourcing: A Survey Exploring the e ffects of goal setting when training for complex crowdsourcing tasks

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.407626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.407626Z digest=sha256:b3998b2d9a8bbf25435caa8cee362f668784ef11d1d983de9a9549a415dcf336

Observation 78d84516-cb9b-4c8f-8186-437055d12aea · outbound

This paper cites Motivating novice crowd workers through goal setting: An investigation into the effects on complex crowdsourc- ing task training.

Quality Control in Open-Ended Crowdsourcing: A Survey Motivating novice crowd workers through goal setting: An investigation into the effects on complex crowdsourc- ing task training

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.411153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.411153Z digest=sha256:6e51a7e39534c545834547396b393fb9152a085f6ff7d7786657b75bd4fdc737

Observation 77d76a5d-ecc4-4241-9528-8f2223cd1457 · outbound

This paper cites Teaching active human learners.

Quality Control in Open-Ended Crowdsourcing: A Survey Teaching active human learners

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.414743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.414743Z digest=sha256:96d66042e67ccb4171a0774984eb28a8aff57ab3786f042ecc8fb08033e32cf4

Observation bd49abf8-ccc9-4665-bb77-67b8c15da199 · outbound

This paper cites Machine teaching: An inverse problem to machine learning and an approach toward optimal education.

Quality Control in Open-Ended Crowdsourcing: A Survey Machine teaching: An inverse problem to machine learning and an approach toward optimal education

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.418250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.418250Z digest=sha256:68a7b67b8d9d050e421b3a0baff460e8634352762be5f2caac3d05374f3e6252

Observation b4030388-06ee-487e-afdd-10d95e5edd5b · outbound

This paper cites Trainbot: A con- versational interface to train crowd workers for delivering on-demand therapy.

Quality Control in Open-Ended Crowdsourcing: A Survey Trainbot: A con- versational interface to train crowd workers for delivering on-demand therapy

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.421568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.421568Z digest=sha256:0844fe9bb6da02d21f52fe1d8d6fb10338980dac811e9f160d45fdb7e79611d0

Observation 3270e71f-983d-4990-a6f1-1594ecd08909 · outbound

This paper cites Toward a learning sci- ence for complex crowdsourcing tasks.

Quality Control in Open-Ended Crowdsourcing: A Survey Toward a learning sci- ence for complex crowdsourcing tasks

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.425052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.425052Z digest=sha256:c7404a38e631ab6101ea500a985ab308e65a21705034729d926ce7928841fc42

Observation 26255dc8-eb55-4963-8313-ca150b6d6042 · outbound

This paper cites Cicero: Multi-turn, con- textual argumentation for accurate crowdsourcing.

Quality Control in Open-Ended Crowdsourcing: A Survey Cicero: Multi-turn, con- textual argumentation for accurate crowdsourcing

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.428734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.428734Z digest=sha256:e1d7c382416239565b48a63acead9f4b5393431a56cccb9a229b9d5eccc04969

Observation 1a62bc09-3043-4d77-990d-6f3fa17a331a · outbound

This paper cites Leveraging peer communication to enhance crowdsourcing.

Quality Control in Open-Ended Crowdsourcing: A Survey Leveraging peer communication to enhance crowdsourcing

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.432265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.432265Z digest=sha256:44bebfca5b08740310bcd85a4a90f6e048e2e3401eb94cc7d0bbfc117fd062b4

Observation 46c737b5-2b9b-4fd4-9eae-a3fe2146f8fb · outbound

This paper cites E ffective crowd annotation for relation extraction.

Quality Control in Open-Ended Crowdsourcing: A Survey E ffective crowd annotation for relation extraction

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.435788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.435788Z digest=sha256:7e3e2649ee90c3aa5bed8ecccbbde0346ac51e1611ecff6fdba659f97d3676a7

Observation 5687d317-b12d-422a-b57d-4a858f3ccf74 · outbound

This paper cites Context trees: Crowdsourcing global un- derstanding from local views.

Quality Control in Open-Ended Crowdsourcing: A Survey Context trees: Crowdsourcing global un- derstanding from local views

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.439229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.439229Z digest=sha256:b1f211598908cd5e184cd83e82d589d527c652f6380ef087e21752ea66ff9fed

Observation 1a763e4b-d873-46aa-823b-5cdd9d3c625d · outbound

This paper cites Strategies for crowdsourcing social data analysis.

Quality Control in Open-Ended Crowdsourcing: A Survey Strategies for crowdsourcing social data analysis

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.443566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.443566Z digest=sha256:ee044e22e682fa1376ca0d51880dbe74bed4d7e1a45867d2c1b6100976163df5

Observation 52558dc2-8c5c-40b7-9fdd-9755634b54bf · outbound

This paper cites The chal- lenge of variable effort crowdsourcing and how visible gold can help.

Quality Control in Open-Ended Crowdsourcing: A Survey The chal- lenge of variable effort crowdsourcing and how visible gold can help

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.447005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.447005Z digest=sha256:5d94c28162566f44515c025bab6d225161f310eb38db6427cf0ffb980344157f

Observation 6dfd1062-872e-428d-9b04-2248ced22558 · outbound

This paper cites Wikum: Bridging discussion forums and wikis using recursive summarization.

Quality Control in Open-Ended Crowdsourcing: A Survey Wikum: Bridging discussion forums and wikis using recursive summarization

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.450651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.450651Z digest=sha256:bb3ea4db7963029270a006c1a894770d2ecd9f4ab1962bc2a0e17b43b30ba980

Observation ae0859dc-0b0a-413c-b674-37a5a7c79e3e · outbound

This paper cites Creating better action plans for writing tasks via vocabulary- based planning.

Quality Control in Open-Ended Crowdsourcing: A Survey Creating better action plans for writing tasks via vocabulary- based planning

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.454120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.454120Z digest=sha256:50afd7dde732c49707f4f4537ad43c54fb5179a4d7fadcc55cf1db192f993430

Observation 1385db39-79dd-44d0-bf0b-22aee1d7d48a · outbound

This paper cites An examination of the work practices of crowd- farms.

Quality Control in Open-Ended Crowdsourcing: A Survey An examination of the work practices of crowd- farms

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.457729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.457729Z digest=sha256:97fe50407f69533580651fd2e84e883e6d09788c95df9e773ee3f09d3ffc34e4

Observation b33ba2f2-3332-4441-b471-130eef1a759d · outbound

This paper cites Heteroglossia: In-situ story ideation with the crowd.

Quality Control in Open-Ended Crowdsourcing: A Survey Heteroglossia: In-situ story ideation with the crowd

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.461040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.461040Z digest=sha256:d63828b0805d91342ba38df843970fe62b222cdf4fd991f080cf110176d66ffb

Observation bd2dc9a0-9d83-4bfc-965c-d3d853721356 · outbound

This paper cites Com- puting crowd consensus with partial agreement.

Quality Control in Open-Ended Crowdsourcing: A Survey Com- puting crowd consensus with partial agreement

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.464506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.464506Z digest=sha256:6a82cf5f943dbb8e547d18a4c7d00550dc0e9df828e68f970ba78e65f56af54b

Observation 60337775-fb91-4f61-8117-305fe19f9e27 · outbound

This paper cites Quality control in crowdsourcing based on fine-grained behavioral features.

Quality Control in Open-Ended Crowdsourcing: A Survey Quality control in crowdsourcing based on fine-grained behavioral features

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.467837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.467837Z digest=sha256:b1a6391bb5177c51e02697ae17f458b11a3b24499954b800f855f9444c2a09d1

Observation 88109727-fdd2-439b-bf60-bbd1627d993a · outbound

This paper cites Optimal complex task assignment in service crowdsourcing.

Quality Control in Open-Ended Crowdsourcing: A Survey Optimal complex task assignment in service crowdsourcing

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.471326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.471326Z digest=sha256:b3af831ac3213c2433dec5bf15255cd74361a67011bb0ff02c2b2be469e415b8

Observation 97e60aa3-5931-43a8-b3dc-d4230b3c9c66 · outbound

This paper cites Using hierarchical skills for optimized task assignment in knowledge-intensive crowdsourc- ing.

Quality Control in Open-Ended Crowdsourcing: A Survey Using hierarchical skills for optimized task assignment in knowledge-intensive crowdsourc- ing

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.474582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.474582Z digest=sha256:164ad231fc6d22f162d4b470fb2d677a2dcd7a2cb85c6bf05f49e4086eabb70e

Observation 492837a3-ddea-4c77-9cae-657e03055a46 · outbound

This paper cites Skill ontology- based model for quality assurance in crowdsourcing.

Quality Control in Open-Ended Crowdsourcing: A Survey Skill ontology- based model for quality assurance in crowdsourcing

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.477894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.477894Z digest=sha256:4e2fbbbc26ca497d8645790787c2442a9468816b40ab2f6a4442b1b56db86c9a

Observation 52ff3be9-2630-47ea-904e-a67c8be87031 · outbound

This paper cites Crowdcog: A cognitive skill based system for heterogeneous task assignment and recommendation in crowdsourcing.

Quality Control in Open-Ended Crowdsourcing: A Survey Crowdcog: A cognitive skill based system for heterogeneous task assignment and recommendation in crowdsourcing

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.481394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.481394Z digest=sha256:afc4bc4d7f02415fb033d7afbbd716e4c186cbbbb00bbf141c71d1a73de37873

Observation 8df5af27-5b0c-468f-abf7-c7457795e01e · outbound

This paper cites A review on the methods to evaluate crowd con- tributions in crowdsourcing applications.

Quality Control in Open-Ended Crowdsourcing: A Survey A review on the methods to evaluate crowd con- tributions in crowdsourcing applications

Reference 74

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.485157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.485157Z digest=sha256:e270e09ff500b0953add3985e43bffd96f5d1cd6cf9edff1e542998c6e735357

Observation 169f6dc6-e067-4df4-9547-6c86624ee64a · outbound

This paper cites Dexa: Supporting non-expert annotators with dynamic examples from ex- perts.

Quality Control in Open-Ended Crowdsourcing: A Survey Dexa: Supporting non-expert annotators with dynamic examples from ex- perts

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.488768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.488768Z digest=sha256:b7bed5b1f484eb5d2300408bd608a18ba65917795a32e14f483e8b676f4d4a8a

Observation 2a42e14d-c041-4d78-9cdc-47eff161f5d6 · outbound

This paper cites V oyant: generating structured feedback on visual designs using a crowd of non-experts.

Quality Control in Open-Ended Crowdsourcing: A Survey V oyant: generating structured feedback on visual designs using a crowd of non-experts

Reference 76

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.491939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.491939Z digest=sha256:71eb2dde2f9ea9b95eaf37206f229dd33f88194cc52b6a1897a1427960b842af

Observation 9c76d4cc-cc92-4a74-901b-1b2095801909 · outbound

This paper cites Crowdsourced text sequence aggregation based on hybrid reli- ability and representation.

Quality Control in Open-Ended Crowdsourcing: A Survey Crowdsourced text sequence aggregation based on hybrid reli- ability and representation

Reference 77

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.494999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.494999Z digest=sha256:1197f5cc83362b49f55905a120d26d7fcd93ccbce187c3363bcfe7cc8683734a

Observation a34b9bb3-1d6a-4f1b-8379-9a5c926c771b · outbound

This paper cites Modeling and aggregation of complex annota- tions via annotation distances.

Quality Control in Open-Ended Crowdsourcing: A Survey Modeling and aggregation of complex annota- tions via annotation distances

Reference 78

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.498542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.498542Z digest=sha256:bb496b8353ac6753520a8ab8dd4777ab0aefb4fbaf202077fa306a622be553e1

Observation a4aa8172-3e66-4795-a250-edcf719e2869 · outbound

This paper cites Crowd process design: how to coordinate crowds to solve complex problems.

Quality Control in Open-Ended Crowdsourcing: A Survey Crowd process design: how to coordinate crowds to solve complex problems

Reference 79

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.502040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.502040Z digest=sha256:a7de9cb7f0ca3d901f8326aac3e5d3a6802ef1c1bd64005ac7ee1984ff00fdae

Observation d255b6ed-14ca-4b18-8de3-7dab71a68941 · outbound

This paper cites Communicating context to the crowd for complex writing tasks.

Quality Control in Open-Ended Crowdsourcing: A Survey Communicating context to the crowd for complex writing tasks

Reference 80

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.505909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.505909Z digest=sha256:c7b5ade6941d17b290f2695c723fc7415d07ffa37d0bca74702ba0c418e0344c

Observation 1bea37da-9413-4f6b-9d2e-be1f166f818c · outbound

This paper cites A classroom study of using crowd feedback in the iterative design process.

Quality Control in Open-Ended Crowdsourcing: A Survey A classroom study of using crowd feedback in the iterative design process

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.509731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.509731Z digest=sha256:b2e70438d096c0b247dc31bca32d5aa0292c79903d866ead4de174b6b5cbc4d3

Observation 5af780f7-d946-44fe-9884-50efc43bafca · outbound

This paper cites Supporting esl writ- ing by prompting crowdsourced structural feedback.

Quality Control in Open-Ended Crowdsourcing: A Survey Supporting esl writ- ing by prompting crowdsourced structural feedback

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.513981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.513981Z digest=sha256:a2e9b9c66cf1a2a74208c65b70de1c6263aaa64a18c088397f00f4e188002521

Observation 0e3e223c-f157-404a-a7c9-8504fe5f9e9e · outbound

This paper cites An empirical study on short-and long-term e ffects of self-correction in crowdsourced microtasks.

Quality Control in Open-Ended Crowdsourcing: A Survey An empirical study on short-and long-term e ffects of self-correction in crowdsourced microtasks

Reference 83

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.517534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.517534Z digest=sha256:a0e4eb37fa0f17df646f58a8c5a8f8ae9784900c88cadcc85863f5e63aace8a8

Observation 42b4877a-1e83-4dfa-988a-ab78882d342a · outbound

This paper cites Human rationales as attribution priors for explainable stance detection.

Quality Control in Open-Ended Crowdsourcing: A Survey Human rationales as attribution priors for explainable stance detection

Reference 84

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.521096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.521096Z digest=sha256:e94acba11a74890ee32386ad4428acb19f7814d73924c99aa249660da1632029

Observation 3dcaf2c3-2e87-458f-8a6d-95d4b1b11e20 · outbound

This paper cites Deep extreme cut: From extreme points to object segmentation.

Quality Control in Open-Ended Crowdsourcing: A Survey Deep extreme cut: From extreme points to object segmentation

Reference 85

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.524646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.524646Z digest=sha256:dbddfed1885ec2fd99b0cf5f1a758a4354dd734e87f804178274e6d42053e4ea

Observation b8ef72e4-4bd1-4260-b016-6c18fdaf8ce6 · outbound

This paper cites Large-scale interactive object seg- mentation with human annotators.

Quality Control in Open-Ended Crowdsourcing: A Survey Large-scale interactive object seg- mentation with human annotators

Reference 86

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.528161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.528161Z digest=sha256:e10ab3f1f1493746e991aef33a924c167dab06a7ff1b924fe7186503d68aac8a

Observation 9c48e0eb-a8f9-44d2-8e4a-b9dfdc18b639 · outbound

This paper cites Best of both worlds: human- machine collaboration for object annotation.

Quality Control in Open-Ended Crowdsourcing: A Survey Best of both worlds: human- machine collaboration for object annotation

Reference 87

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.531572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.531572Z digest=sha256:5b8443781f4c7d5b93cd55da9708430edc65a008a5b64b6bddf1844a3051e36a

Observation 0a1202c6-25b4-4d1e-85f5-b4c71dae8dc8 · outbound

This paper cites Lean crowdsourcing: Combining humans and machines in an online system.

Quality Control in Open-Ended Crowdsourcing: A Survey Lean crowdsourcing: Combining humans and machines in an online system

Reference 88

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.535379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.535379Z digest=sha256:e2e1489c4bffdfb2132475ac9f8ccec70d18795d20e3c25039f9914747d79cc8

Observation e6e417f8-1b25-4932-8342-eefe67618e21 · outbound

This paper cites Eureca: Enhanced understanding of real environments via crowd assistance.

Quality Control in Open-Ended Crowdsourcing: A Survey Eureca: Enhanced understanding of real environments via crowd assistance

Reference 89

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.538842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.538842Z digest=sha256:b4dbf59d528b24ec93e359313f581f09e3f9863318517a54bea1085ae58420d7

Observation b9e725f0-a7e4-429b-a223-ca724cbecbdb · outbound

This paper cites Rationale-based human-in-the-loop via supervised attention.

Quality Control in Open-Ended Crowdsourcing: A Survey Rationale-based human-in-the-loop via supervised attention

Reference 90

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.542565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.542565Z digest=sha256:fd6b8ac39bec3fa8b44beeb4cc1a1d2aae7c46e972ce602163810ef19ac138fd

Observation 4f37b71f-061c-4eca-921e-d6dff399da0d · outbound

This paper cites Scalpel-cd: leveraging crowdsourcing and deep probabilistic mod- eling for debugging noisy training data.

Quality Control in Open-Ended Crowdsourcing: A Survey Scalpel-cd: leveraging crowdsourcing and deep probabilistic mod- eling for debugging noisy training data

Reference 91

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.545888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.545888Z digest=sha256:36a36137a7df79a48150d7396e47eb61386ba8bdc44a1b62cdd587b4efdc8cf9

Observation 1b1860d5-f119-4c4a-ab8d-c4eef01827d5 · outbound

This paper cites On human intellect and machine failures: Troubleshooting integrative machine learning sys- tems.

Quality Control in Open-Ended Crowdsourcing: A Survey On human intellect and machine failures: Troubleshooting integrative machine learning sys- tems

Reference 92

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.549318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.549318Z digest=sha256:06fec616fca8ec8fe560bf22a06016e1a5e7d13d0ed74b3e39bd11b1b3dbeebc

Observation 152b3f06-2a62-48c5-9fce-5a93b3800e2a · outbound

This paper cites Joint cognition of both human and machine for predicting criminal punishment in judicial system.

Quality Control in Open-Ended Crowdsourcing: A Survey Joint cognition of both human and machine for predicting criminal punishment in judicial system

Reference 93

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.552845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.552845Z digest=sha256:6ccf3e8c0072b468712040514735ad810fe0a63685c5c087f55db5ceb8982efe

Observation e8f0e1e0-4954-4c87-a020-e528bee76ac0 · outbound

This paper cites Truth inference in crowdsourc- ing: Is the problem solved? Proceedings of the VLDB Endowment, 2017, 10(5): 541–552.

Quality Control in Open-Ended Crowdsourcing: A Survey Truth inference in crowdsourc- ing: Is the problem solved? Proceedings of the VLDB Endowment, 2017, 10(5): 541–552

Reference 94

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.556223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.556223Z digest=sha256:04fbc4036602ef6a007275d7486cc3d2da50ba4700f503fac45030d2394fcde1

Observation 3cb7a7f2-72e6-4e33-9dde-ef534feef8aa · outbound

This paper cites Resolving conflicts in het- erogeneous data by truth discovery and source reliability estimation.

Quality Control in Open-Ended Crowdsourcing: A Survey Resolving conflicts in het- erogeneous data by truth discovery and source reliability estimation

Reference 95

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.559626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.559626Z digest=sha256:11a3a255e1b31461e0940cda7ce58997e1a5bfc5065edc01aad14eac1dc85a86

Observation df7b9963-b8d4-4256-a2ee-4f145e519c95 · outbound

This paper cites A confidence-aware approach for truth discovery on long-tail data.

Quality Control in Open-Ended Crowdsourcing: A Survey A confidence-aware approach for truth discovery on long-tail data

Reference 96

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.563138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.563138Z digest=sha256:f8440a5112ad3bd42a6724e2feb1753c700f2b4ed13ddac7a5acc0f896cfe806

Observation a669dcb5-0297-40af-bc73-b8e8a8538f66 · outbound

This paper cites Learning from the wisdom of crowds by minimax entropy.

Quality Control in Open-Ended Crowdsourcing: A Survey Learning from the wisdom of crowds by minimax entropy

Reference 97

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.567084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.567084Z digest=sha256:f40ee98ba8753097aa2814bc03dbdb349fac63a7babf2b1e82171d3f132c09f6

Observation 2e5b275e-48c0-4414-8631-b94e78aca718 · outbound

This paper cites Probabilistic graphical models.

Quality Control in Open-Ended Crowdsourcing: A Survey Probabilistic graphical models

Reference 98

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.571075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.571075Z digest=sha256:4eedb702312b86b857db2dc5a4f785fd16d366480a0191e3cf8cac4310f6be5c

Observation d9281839-32c6-4fd9-acd6-376da8c19fa2 · outbound

This paper cites Maximum likelihood estimation of observer error-rates using the em algorithm.

Quality Control in Open-Ended Crowdsourcing: A Survey Maximum likelihood estimation of observer error-rates using the em algorithm

Reference 99

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.574502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.574502Z digest=sha256:d14794b3db0f56f413ad5e22d56e55ef2760549147252c66837da1328912d830

Observation 97c6bb7a-2d67-46a5-bacb-3f54da7b0f1f · outbound

This paper cites Eliciting structured knowledge from situated crowd markets.

Quality Control in Open-Ended Crowdsourcing: A Survey Eliciting structured knowledge from situated crowd markets

Reference 100

Resolution
unresolved
no resolver link, observed 2026-08-11T21:56:28.577839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:56:28.577839Z digest=sha256:4500d68cca78d50484635fa16bbaabdc403003b8e40fcd64b5911ca0893f5172

Pith citing papers

No inbound Pith citation observations are available.