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CrowdMatcher: Crowd-Assisted Schema Matching

Summary: Hybrid machine-crowd schema matching integrates multiple matchers to address uncertainty in schema semantics. CCQs crowd-verify correspondences, select informative queries to minimize cost, tolerate noise, and update results with crowd feedback. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
4884
Venue
SIGMOD
Year
2014
Pagerank
6.625684e-05
Overall Rank
4,568 | 68.67%
DOI
10.1145/2588555.2594515

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{zhang_sigmod14,
        title = {{CrowdMatcher: Crowd-Assisted Schema Matching}},
        author = {Zhang, Chen Jason and Zhao, Ziyuan and Chen, Lei and Jagadish, H. V. and Cao, Caleb Chen},
        series = {{SIGMOD} '14},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2588555.2594515},
        url = {https://dl.acm.org/doi/10.1145/2588555.2594515},
        year = {2014}
}

Incoming Citations (Sorted by Pagerank)

Showing 4 of 4 citing papers.

Rank Citing Paper Year Venue Pagerank
2,570 Query-Oriented Data Cleaning with Oracles 2015 SIGMOD 8.4061164e-05
6,471 QOCO: A Query Oriented Data Cleaning System with Oracles 2015 VLDB 5.8702801e-05
7,788 A Natural Language Interface for Querying General and Individual Knowledge 2015 VLDB 5.5446256e-05
12,111 NL2CM: A Natural Language Interface to Crowd Mining 2015 SIGMOD 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 4 of 4 cited papers.

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

Rank Cited Paper Year Venue Pagerank
180 Schema Mapping as Query Discovery 2000 VLDB 0.00026772368
699 Data Integration with Uncertainty 2007 VLDB 0.0001487423
1,649 Bootstrapping Pay-As-You-Go Data Integration Systems 2008 SIGMOD 0.00010117306
4,539 Reducing Uncertainty of Schema Matching via Crowdsourcing 2013 VLDB 6.6403822e-05
Previous Page 1 / 1 Next

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