DOCS: Domain-Aware Crowdsourcing System

Summary: Domain-aware crowdsourcing system for data management; models worker quality by domain using KBs (Wikipedia/Freebase). Domain Vector Estimation, domain-sensitive truth inference, and online task assignment; DOCS deployed on MTurk with strong gains over baselines. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 11533
Venue: VLDB
Year: 2017
Pagerank: 4.1945683e-05
Overall Rank: 11,816 | 17.80%
DOI: -

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Incoming Citations (Sorted by Pagerank)

Showing 6 of 6 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
5,279	CDB: A Crowd-Powered Database System	2018	VLDB	5.5902418e-05
5,734	Efficient Algorithms for Crowd-Aided Categorization	2020	VLDB	5.3482904e-05
7,117	Crowdsourced Data Management: Overview and Challenges	2017	SIGMOD	4.826509e-05
7,575	Human-in-the-loop Outlier Detection	2020	SIGMOD	4.7068909e-05
11,707	A Rating-Ranking Method for Crowdsourced Top-k Computation	2018	SIGMOD	4.1945683e-05
11,788	CDB: Optimizing Queries with Crowd-Based Selections and Joins	2017	SIGMOD	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 13 of 13 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	0.00051013264
249	Crowdsourced Databases: Query Processing with People	2011	CIDR	0.00030740523
263	CrowdER: Crowdsourcing Entity Resolution	2012	VLDB	0.00029862413
866	Leveraging Transitive Relations for Crowdsourced Joins	2013	SIGMOD	0.00015801196
1,164	CrowdScreen: Algorithms for Filtering Data with Humans	2012	SIGMOD	0.00013564823
1,242	Question Selection for Crowd Entity Resolution	2013	VLDB	0.00013096655
1,491	CDAS: A Crowdsourcing Data Analytics System	2012	VLDB	0.00011694982
1,546	KATARA: A Data Cleaning System Powered by Knowledge Bases and Crowdsourcing	2015	SIGMOD	0.00011446851
3,263	QASCA: A Quality-Aware Task Assignment System for Crowdsourcing Applications	2015	SIGMOD	7.3097573e-05
3,322	iCrowd: An Adaptive Crowdsourcing Framework	2015	SIGMOD	7.2230626e-05
4,579	Crowdsourced Top-k Algorithms: An Experimental Evaluation	2016	VLDB	6.070469e-05
5,362	Cost-Effective Crowdsourced Entity Resolution: A Partial-Order Approach	2016	SIGMOD	5.5473503e-05
7,224	OASSIS: Query Driven Crowd Mining	2014	SIGMOD	4.7959024e-05

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Overall Rank	Paper	Year	Venue	Pagerank
11,867	Collaborative Crowdsourcing with Crowd4U	2016	VLDB	4.1945683e-05
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7,023	Hear the Whole Story: Towards the Diversity of Opinion in Crowdsourcing Markets	2015	VLDB	4.8576599e-05
3,263	QASCA: A Quality-Aware Task Assignment System for Crowdsourcing Applications	2015	SIGMOD	7.3097573e-05
3,322	iCrowd: An Adaptive Crowdsourcing Framework	2015	SIGMOD	7.2230626e-05
4,827	An Online Cost Sensitive Decision-Making Method in Crowdsourcing Systems	2013	SIGMOD	5.8938399e-05
2,937	Truth Inference in Crowdsourcing: Is the Problem Solved?	2017	VLDB	7.853108e-05
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