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)
Incoming Non-self Citations Over Time
Authors
- 1. Chen Jason Zhang
- 2. Ziyuan Zhao
- 3. Lei Chen
- 4. H. V. Jagadish
- 5. Caleb Chen Cao
Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,797 | Query-Oriented Data Cleaning with Oracles | 2015 | SIGMOD | 8.1108589e-05 |
| 7,780 | A Natural Language Interface for Querying General and Individual Knowledge | 2015 | VLDB | 4.6533677e-05 |
| 9,196 | QOCO: A Query Oriented Data Cleaning System with Oracles | 2015 | VLDB | 4.3749064e-05 |
| 11,912 | NL2CM: A Natural Language Interface to Crowd Mining | 2015 | SIGMOD | 4.1945683e-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 |
|---|---|---|---|---|
| 173 | Schema Mapping as Query Discovery | 2000 | VLDB | 0.00038627829 |
| 721 | Data Integration with Uncertainty | 2007 | VLDB | 0.00017570539 |
| 1,858 | Bootstrapping Pay-As-You-Go Data Integration Systems | 2008 | SIGMOD | 0.00010301124 |
| 5,081 | Reducing Uncertainty of Schema Matching via Crowdsourcing | 2013 | VLDB | 5.7132042e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,868 | Cost-Effective Data Annotation using Game-Based Crowdsourcing | 2019 | VLDB | 4.9010083e-05 |
| 8,824 | Analyzing and Revising Data Integration Schemas to Improve Their Matchability | 2008 | VLDB | 4.4415658e-05 |
| 8,343 | CrowdGame: A Game-Based Crowdsourcing System for Cost-Effective Data Labeling | 2019 | SIGMOD | 4.5429217e-05 |
| 11,699 | (Artificial) Mind over Matter: Integrating Humans and Algorithms in Solving Matching Problems | 2018 | SIGMOD | 4.1945683e-05 |
| 3,935 | CrowdQ: Crowdsourced Query Understanding | 2013 | CIDR | 6.6163464e-05 |
| 11,739 | CloudMatcher: A Hands-Off Cloud/Crowd Service for Entity Matching | 2018 | VLDB | 4.1945683e-05 |
| 7,668 | Human-in-the-loop Data Integration | 2017 | VLDB | 4.6834075e-05 |
| 11,583 | InCognitoMatch: Cognitive-aware Matching via Crowdsourcing | 2020 | SIGMOD | 4.1945683e-05 |
| 263 | CrowdER: Crowdsourcing Entity Resolution | 2012 | VLDB | 0.00029862413 |
| 5,081 | Reducing Uncertainty of Schema Matching via Crowdsourcing | 2013 | VLDB | 5.7132042e-05 |