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: 11534
Venue: VLDB
Year: 2017
Pagerank: 4.1905499e-05
Overall Rank: 11,824 | 17.83%
DOI: -

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Incoming Citations (Sorted by Pagerank)

Showing 6 of 6 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
5,254	CDB: A Crowd-Powered Database System	2018	VLDB	5.5991922e-05
5,744	Efficient Algorithms for Crowd-Aided Categorization	2020	VLDB	5.343155e-05
7,116	Crowdsourced Data Management: Overview and Challenges	2017	SIGMOD	4.8219732e-05
7,580	Human-in-the-loop Outlier Detection	2020	SIGMOD	4.7023767e-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

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	0.00051273089
246	Crowdsourced Databases: Query Processing with People	2011	CIDR	0.00030952631
265	CrowdER: Crowdsourcing Entity Resolution	2012	VLDB	0.00029904018
863	Leveraging Transitive Relations for Crowdsourced Joins	2013	SIGMOD	0.00015793243
1,154	CrowdScreen: Algorithms for Filtering Data with Humans	2012	SIGMOD	0.00013616867
1,242	Question Selection for Crowd Entity Resolution	2013	VLDB	0.00013088272
1,491	CDAS: A Crowdsourcing Data Analytics System	2012	VLDB	0.00011685731
1,544	KATARA: A Data Cleaning System Powered by Knowledge Bases and Crowdsourcing	2015	SIGMOD	0.00011438274
3,268	QASCA: A Quality-Aware Task Assignment System for Crowdsourcing Applications	2015	SIGMOD	7.3027561e-05
3,324	iCrowd: An Adaptive Crowdsourcing Framework	2015	SIGMOD	7.2163115e-05
4,580	Crowdsourced Top-k Algorithms: An Experimental Evaluation	2016	VLDB	6.0646299e-05
5,369	Cost-Effective Crowdsourced Entity Resolution: A Partial-Order Approach	2016	SIGMOD	5.5436995e-05
7,224	OASSIS: Query Driven Crowd Mining	2014	SIGMOD	4.791302e-05

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Overall Rank	Paper	Year	Venue	Pagerank
11,875	Collaborative Crowdsourcing with Crowd4U	2016	VLDB	4.1905499e-05
1,242	Question Selection for Crowd Entity Resolution	2013	VLDB	0.00013088272
6,780	Domain-Aware Multi-Truth Discovery from Conflicting Sources	2018	VLDB	4.9230376e-05
7,025	Hear the Whole Story: Towards the Diversity of Opinion in Crowdsourcing Markets	2015	VLDB	4.8530001e-05
3,268	QASCA: A Quality-Aware Task Assignment System for Crowdsourcing Applications	2015	SIGMOD	7.3027561e-05
3,324	iCrowd: An Adaptive Crowdsourcing Framework	2015	SIGMOD	7.2163115e-05
4,832	An Online Cost Sensitive Decision-Making Method in Crowdsourcing Systems	2013	SIGMOD	5.8883457e-05
2,944	Truth Inference in Crowdsourcing: Is the Problem Solved?	2017	VLDB	7.8457167e-05
1,491	CDAS: A Crowdsourcing Data Analytics System	2012	VLDB	0.00011685731
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