Database Paper Browser

Back to papers

iCrowd: An Adaptive Crowdsourcing Framework

Summary: iCrowd adapts crowdsourcing via online, task-specific accuracy estimation and assigns tasks to the best-matching online worker. Post-submission updates refine accuracies for better future allocations; MTurk experiments show higher quality than qualification-based baselines. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
5083
Venue
SIGMOD
Year
2015
Pagerank
7.2163115e-05
Overall Rank
3,324 | 76.90%
DOI
10.1145/2723372.2750550

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 22 of 22 citing papers.

Rank Citing Paper Year Venue Pagerank
2,944 Truth Inference in Crowdsourcing: Is the Problem Solved? 2017 VLDB 7.8457167e-05
3,767 Cleaning Crowdsourced Labels Using Oracles for Statistical Classification 2019 VLDB 6.7748725e-05
5,029 Crowdsourced Top-k Queries by Confidence-Aware Pairwise Judgments 2017 SIGMOD 5.7447454e-05
5,369 Cost-Effective Crowdsourced Entity Resolution: A Partial-Order Approach 2016 SIGMOD 5.5436995e-05
5,744 Efficient Algorithms for Crowd-Aided Categorization 2020 VLDB 5.343155e-05
5,959 Fine-grained Concept Linking using Neural Networks in Healthcare 2018 SIGMOD 5.2514585e-05
6,570 Domain Adaptation for Deep Entity Resolution 2022 SIGMOD 5.0017341e-05
6,780 Domain-Aware Multi-Truth Discovery from Conflicting Sources 2018 VLDB 4.9230376e-05
6,873 Cost-Effective Data Annotation using Game-Based Crowdsourcing 2019 VLDB 4.8963037e-05
7,116 Crowdsourced Data Management: Overview and Challenges 2017 SIGMOD 4.8219732e-05
7,285 Subjective Knowledge Base Construction Powered By Crowdsourcing and Knowledge Base 2018 SIGMOD 4.7702194e-05
7,534 Interactive Graph Search 2019 SIGMOD 4.7133212e-05
7,580 Human-in-the-loop Outlier Detection 2020 SIGMOD 4.7023767e-05
7,667 Human-in-the-loop Data Integration 2017 VLDB 4.6791871e-05
8,337 CrowdGame: A Game-Based Crowdsourcing System for Cost-Effective Data Labeling 2019 SIGMOD 4.5385651e-05
9,266 SubTab: Data Exploration with Informative Sub-Tables 2022 SIGMOD 4.3647764e-05
9,678 Interactive Graph Search for Multiple Targets on DAGs 2025 VLDB 4.3006524e-05
11,713 A Rating-Ranking Method for Crowdsourced Top-k Computation 2018 SIGMOD 4.1905499e-05
11,796 CDB: Optimizing Queries with Crowd-Based Selections and Joins 2017 SIGMOD 4.1905499e-05
11,799 CrowdDQS: Dynamic Question Selection in Crowdsourcing Systems 2017 SIGMOD 4.1905499e-05
11,824 DOCS: Domain-Aware Crowdsourcing System 2017 VLDB 4.1905499e-05
11,872 December: A Declarative Tool for Crowd Member Selection 2016 VLDB 4.1905499e-05
Previous Page 1 / 1 Next

Outgoing Citations (Sorted by Pagerank)

Showing 14 of 14 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
94 CrowdDB: Answering Queries with Crowdsourcing 2011 SIGMOD 0.00051273089
118 Answering Queries using Humans, Algorithms and Databases 2011 CIDR 0.00045860394
246 Crowdsourced Databases: Query Processing with People 2011 CIDR 0.00030952631
265 CrowdER: Crowdsourcing Entity Resolution 2012 VLDB 0.00029904018
266 Human-powered Sorts and Joins 2012 VLDB 0.00029884758
691 Human-Assisted Graph Search: It’s Okay to Ask Questions 2011 VLDB 0.00018068414
854 So Who Won? Dynamic Max Discovery with the Crowd 2012 SIGMOD 0.00015879917
1,154 CrowdScreen: Algorithms for Filtering Data with Humans 2012 SIGMOD 0.00013616867
1,338 Entity Matching: How Similar Is Similar 2011 VLDB 0.00012501156
1,491 CDAS: A Crowdsourcing Data Analytics System 2012 VLDB 0.00011685731
1,883 CrowdDB: Query Processing with the VLDB Crowd 2011 VLDB 0.00010208032
3,071 CrowdFill: Collecting Structured Data from the Crowd 2014 SIGMOD 7.6120337e-05
4,483 Optimal Crowd-Powered Rating and Filtering Algorithms 2014 VLDB 6.1431599e-05
4,648 Whom to Ask? Jury Selection for Decision Making Tasks on Micro-blog Services 2012 VLDB 6.01726e-05
Previous Page 1 / 1 Next

Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
94 CrowdDB: Answering Queries with Crowdsourcing 2011 SIGMOD 0.00051273089
11,726 Crowdsourcing Analytics with CrowdCur 2018 SIGMOD 4.1905499e-05
1,491 CDAS: A Crowdsourcing Data Analytics System 2012 VLDB 0.00011685731
4,580 Crowdsourced Top-k Algorithms: An Experimental Evaluation 2016 VLDB 6.0646299e-05
7,025 Hear the Whole Story: Towards the Diversity of Opinion in Crowdsourcing Markets 2015 VLDB 4.8530001e-05
8,358 Minimizing Efforts in Validating Crowd Answers 2015 SIGMOD 4.5324924e-05
11,910 The Importance of Being Expert: Efficient Max-Finding in Crowdsourcing 2015 SIGMOD 4.1905499e-05
11,875 Collaborative Crowdsourcing with Crowd4U 2016 VLDB 4.1905499e-05
3,268 QASCA: A Quality-Aware Task Assignment System for Crowdsourcing Applications 2015 SIGMOD 7.3027561e-05
11,799 CrowdDQS: Dynamic Question Selection in Crowdsourcing Systems 2017 SIGMOD 4.1905499e-05