User Feedback as a First Class Citizen in Information Integration Systems
Summary: Argues for treating user feedback as a first-class entity in information integration, defining generic operations to manage heterogeneous feedback from multiple users across integration subproblems (e.g., dataspaces). Presents preliminary solutions and a research agenda for integrating, reconciling, and exploiting such feedback to improve system construction and quality. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,644 | Finding Related Tables in Data Lakes for Interactive Data Science | 2020 | SIGMOD | 0.00011041787 |
| 5,450 | Crowdsourcing Applications and Platforms: A Data Management Perspective | 2011 | VLDB | 5.5003491e-05 |
| 5,779 | Lenses: An On-Demand Approach to ETL | 2015 | VLDB | 5.3307398e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 692 | Pay-as-you-go User Feedback for Dataspace Systems | 2008 | SIGMOD | 0.00018083948 |
| 721 | Data Integration with Uncertainty | 2007 | VLDB | 0.00017570539 |
| 893 | Data Integration: The Teenage Years | 2006 | VLDB | 0.00015558352 |
| 2,984 | Efficiently Incorporating User Feedback into Information Extraction and Integration Programs | 2009 | SIGMOD | 7.7796344e-05 |
| 3,110 | Learning to Create Data-Integrating Queries | 2008 | VLDB | 7.5475982e-05 |
| 6,792 | Automatically Incorporating New Sources in Keyword Search-Based Data Integration | 2010 | SIGMOD | 4.9249098e-05 |
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