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 |
|---|---|---|---|---|
| 1,762 | Tuning Schema Matching Software using Synthetic Scenarios | 2005 | VLDB | 0.00010646894 |
| 4,440 | Robust Web Extraction: An Approach Based on a Probabilistic Tree-Edit Model | 2009 | SIGMOD | 6.187819e-05 |
| 6,290 | Putting Context into Schema Matching | 2006 | VLDB | 5.1271647e-05 |
| 6,751 | Optimal Schemes for Robust Web Extraction | 2011 | VLDB | 4.939042e-05 |
| 12,415 | GS-TMS: A Global Stream-based Threat Monitor System | 2008 | VLDB | 4.1945683e-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 | 0.00073964959 |
| 127 | Querying Heterogeneous Information Sources Using Source Descriptions | 1996 | VLDB | 0.00044642203 |
| 151 | Optimizing Queries across Diverse Data Sources | 1997 | VLDB | 0.00041016476 |
| 208 | Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach | 2001 | SIGMOD | 0.0003460594 |
| 394 | An Adaptive Query Execution System for Data Integration* | 1999 | SIGMOD | 0.00024460855 |
| 902 | Statistical Schema Matching across Web Query Interfaces | 2003 | SIGMOD | 0.00015486247 |
| 916 | On Schema Matching with Opaque Column Names and Data Values | 2003 | SIGMOD | 0.00015379422 |
| 2,174 | iMAP: Discovering Complex Semantic Matches between Database Schemas | 2004 | SIGMOD | 9.3672342e-05 |
| 4,396 | Mapping Adaptation under Evolving Schemas | 2003 | VLDB | 6.2239611e-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 | 0.00013443953 |
| 721 | Data Integration with Uncertainty | 2007 | VLDB | 0.00017570539 |
| 672 | An Interactive Clustering-based Approach to Integrating Source Query Interfaces on the Deep Web | 2004 | SIGMOD | 0.00018355746 |
| 873 | Constraint-Based XML Query Rewriting for Data Integration | 2004 | SIGMOD | 0.00015752865 |
| 6,155 | MapMerge: Correlating Independent Schema Mappings | 2010 | VLDB | 5.1802715e-05 |
| 2,078 | Sample-Driven Schema Mapping | 2012 | SIGMOD | 9.599707e-05 |
| 208 | Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach | 2001 | SIGMOD | 0.0003460594 |
| 4,396 | Mapping Adaptation under Evolving Schemas | 2003 | VLDB | 6.2239611e-05 |
| 1,858 | Bootstrapping Pay-As-You-Go Data Integration Systems | 2008 | SIGMOD | 0.00010301124 |
| 8,824 | Analyzing and Revising Data Integration Schemas to Improve Their Matchability | 2008 | VLDB | 4.4415658e-05 |