Mapping Maintenance for Data Integration Systems
Summary: MAVERIC: automatic, sensor-based detection of broken mappings in dynamic data integration. Improvements: perturbation, multi-source training, and filtering—boost accuracy and cut false alarms; validated on 114 sources across six domains. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Robert McCann
- 2. Bedoor AlShebli
- 3. Quoc Le
- 4. Hoa Nguyen
- 5. Long Vu
- 6. AnHai Doan
Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,761 | Tuning Schema Matching Software using Synthetic Scenarios | 2005 | VLDB | 0.00010637364 |
| 4,438 | Robust Web Extraction: An Approach Based on a Probabilistic Tree-Edit Model | 2009 | SIGMOD | 6.1819088e-05 |
| 6,289 | Putting Context into Schema Matching | 2006 | VLDB | 5.1226008e-05 |
| 6,755 | Optimal Schemes for Robust Web Extraction | 2011 | VLDB | 4.9343136e-05 |
| 12,424 | GS-TMS: A Global Stream-based Threat Monitor System | 2008 | VLDB | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 9 of 9 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 41 | NiagaraCQ: A Scalable Continuous Query System for Internet Databases | 2000 | SIGMOD | 0.00073944756 |
| 127 | Querying Heterogeneous Information Sources Using Source Descriptions | 1996 | VLDB | 0.00044607231 |
| 152 | Optimizing Queries across Diverse Data Sources | 1997 | VLDB | 0.00040979242 |
| 207 | Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach | 2001 | SIGMOD | 0.00034571837 |
| 396 | An Adaptive Query Execution System for Data Integration* | 1999 | SIGMOD | 0.00024439334 |
| 899 | Statistical Schema Matching across Web Query Interfaces | 2003 | SIGMOD | 0.00015476061 |
| 915 | On Schema Matching with Opaque Column Names and Data Values | 2003 | SIGMOD | 0.00015362622 |
| 2,183 | iMAP: Discovering Complex Semantic Matches between Database Schemas | 2004 | SIGMOD | 9.3584357e-05 |
| 4,393 | Mapping Adaptation under Evolving Schemas | 2003 | VLDB | 6.2184603e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,186 | Semantic Adaptation of Schema Mappings when Schemas Evolve | 2005 | VLDB | 0.00013432464 |
| 718 | Data Integration with Uncertainty | 2007 | VLDB | 0.00017558942 |
| 671 | An Interactive Clustering-based Approach to Integrating Source Query Interfaces on the Deep Web | 2004 | SIGMOD | 0.00018370384 |
| 868 | Constraint-Based XML Query Rewriting for Data Integration | 2004 | SIGMOD | 0.00015737664 |
| 6,158 | MapMerge: Correlating Independent Schema Mappings | 2010 | VLDB | 5.1753051e-05 |
| 2,081 | Sample-Driven Schema Mapping | 2012 | SIGMOD | 9.58883e-05 |
| 207 | Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach | 2001 | SIGMOD | 0.00034571837 |
| 4,393 | Mapping Adaptation under Evolving Schemas | 2003 | VLDB | 6.2184603e-05 |
| 1,862 | Bootstrapping Pay-As-You-Go Data Integration Systems | 2008 | SIGMOD | 0.00010292134 |
| 8,825 | Analyzing and Revising Data Integration Schemas to Improve Their Matchability | 2008 | VLDB | 4.4371579e-05 |