CrowdFill: Collecting Structured Data from the Crowd

Summary: CrowdFill presents a partially-filled table to workers; they fill cells and upvote/downvote others. A latency-aware synchronization model minimizes latency; it supports constraints, inconsistency handling, and contribution-based compensation. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 4936
Venue: SIGMOD
Year: 2014
Pagerank: 8.31868e-05
Overall Rank: 2,636 | 81.92%
DOI: 10.1145/2588555.2610503

Incoming Non-self Citations Over Time

Authors

1. Hyunjung Park (Stanford University)
2. Jennifer Widom (Stanford University)

BibTeX Citation

@inproceedings{park_sigmod14,
        title = {{CrowdFill: Collecting Structured Data from the Crowd}},
        author = {Park, Hyunjung and Widom, Jennifer},
        series = {{SIGMOD} '14},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2588555.2610503},
        url = {https://dl.acm.org/doi/10.1145/2588555.2610503},
        year = {2014}
}

Incoming Citations (Sorted by Pagerank)

Showing 15 of 15 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,323	Data Cleaning: Overview and Emerging Challenges	2016	SIGMOD	0.00011152602
1,736	A Sample-and-Clean Framework for Fast and Accurate Query Processing on Dirty Data	2014	SIGMOD	9.8984415e-05
2,570	Query-Oriented Data Cleaning with Oracles	2015	SIGMOD	8.4061164e-05
3,262	iCrowd: An Adaptive Crowdsourcing Framework	2015	SIGMOD	7.5846052e-05
3,281	Cleaning Crowdsourced Labels Using Oracles for Statistical Classification	2019	VLDB	7.5706653e-05
4,837	PrivateClean: Data Cleaning and Differential Privacy	2016	SIGMOD	6.4845444e-05
4,966	Rotom: A Meta-Learned Data Augmentation Framework for Entity Matching, Data Cleaning, Text Classification, and Beyond	2021	SIGMOD	6.4225454e-05
5,201	Argonaut: Macrotask Crowdsourcing for Complex Data Processing	2015	VLDB	6.3201995e-05
7,357	Crowdsourced Data Management: Overview and Challenges	2017	SIGMOD	5.6346837e-05
7,493	Human-in-the-loop Data Integration	2017	VLDB	5.6046905e-05
8,160	ICARUS: Minimizing Human Effort in Iterative Data Completion	2018	VLDB	5.4754476e-05
8,620	Wisteria: Nurturing Scalable Data Cleaning Infrastructure	2015	VLDB	5.3991092e-05
8,788	Managing General and Individual Knowledge in Crowd Mining Applications	2015	CIDR	5.3726124e-05
9,928	EasyDR: A Human-in-the-loop Error Detection&Repair Platform for Holistic Table Cleaning	2022	VLDB	5.1955087e-05
11,912	A Rating-Ranking Method for Crowdsourced Top-k Computation	2018	SIGMOD	5.093636e-05

Outgoing Citations (Sorted by Pagerank)

Showing 3 of 3 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
90	CrowdDB: Answering Queries with Crowdsourcing	2011	SIGMOD	0.00034951786
250	Answering Queries using Humans, Algorithms and Databases	2011	CIDR	0.00023261164
2,715	Concurrency Control in Groupware Systems	1989	SIGMOD	8.2110866e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	10,029	Human Factors in Crowdsourcing	2016	VLDB
2	7,417	An Experimental Evaluation of Task Assignment in Spatial Crowdsourcing	2018	VLDB
3	11,788	Recommending Deployment Strategies for Collaborative Tasks	2020	SIGMOD
4	8,807	Understanding Workers, Developing Effective Tasks, and Enhancing Marketplace Dynamics: A Study of a Large Crowdsourcing Marketplace	2017	VLDB
5	4,568	CrowdMatcher: Crowd-Assisted Schema Matching	2014	SIGMOD
6	3,262	iCrowd: An Adaptive Crowdsourcing Framework	2015	SIGMOD
7	90	CrowdDB: Answering Queries with Crowdsourcing	2011	SIGMOD
8	7,630	Pushing the Boundaries of Crowd-enabled Databases with Query-driven Schema Expansion	2012	VLDB
9	11,925	Crowdsourcing Analytics with CrowdCur	2018	SIGMOD
10	12,068	Collaborative Crowdsourcing with Crowd4U	2016	VLDB