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
- 1. Khalid Belhajjame (University of Manchester)
- 2. Norman W. Paton (University of Manchester)
- 3. Alvaro A. A. Fernandes (University of Manchester)
- 4. Cornelia Hedeler (University of Manchester)
- 5. Suzanne M. Embury (University of Manchester)
BibTeX Citation
@inproceedings{belhajjame_cidr11,
address = {Amsterdam, Netherlands},
series = {{CIDR} '11},
title = {{User Feedback as a First Class Citizen in Information Integration Systems}},
booktitle = {Proceedings of the {Conference} on {Innovative} {Data} {Systems} {Research}},
author = {Belhajjame, Khalid and Paton, Norman W. and Fernandes, Alvaro A. A. and Hedeler, Cornelia and Embury, Suzanne M.},
year = {2011}
}Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,293 | Finding Related Tables in Data Lakes for Interactive Data Science | 2020 | SIGMOD | 0.00011149857 |
| 5,466 | Crowdsourcing Applications and Platforms: A Data Management Perspective | 2011 | VLDB | 6.1202777e-05 |
| 6,089 | Lenses: An On-Demand Approach to ETL | 2015 | VLDB | 5.8908642e-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 |
|---|---|---|---|---|
| 715 | Data Integration with Uncertainty | 2007 | VLDB | 0.00014559092 |
| 824 | Data Integration: The Teenage Years | 2006 | VLDB | 0.00013646923 |
| 888 | Pay-as-you-go User Feedback for Dataspace Systems | 2008 | SIGMOD | 0.00013255989 |
| 3,088 | Learning to Create Data-Integrating Queries | 2008 | VLDB | 7.6596008e-05 |
| 3,915 | Efficiently Incorporating User Feedback into Information Extraction and Integration Programs | 2009 | SIGMOD | 6.9290474e-05 |
| 7,065 | Automatically Incorporating New Sources in Keyword Search-Based Data Integration | 2010 | SIGMOD | 5.6092852e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 5,042 | On the Modes and Meaning of Feedback to Transaction Designers | 1987 | SIGMOD |
| 2 | 13,351 | Enhancing Inter-Operability and Data Sharing In Medical Information Systems | 1993 | SIGMOD |
| 3 | 7,002 | FICSR: Feedback-based InConSistency Resolution and Query Processing on Misaligned Data Sources | 2007 | SIGMOD |
| 4 | 13,015 | Determining Source Contribution in Integration Systems | 2005 | PODS |
| 5 | 5,937 | Integrating Information for On Demand Computing | 2003 | VLDB |
| 6 | 5,029 | Actively Soliciting Feedback for Query Answers in Keyword Search-Based Data Integration | 2013 | VLDB |
| 7 | 888 | Pay-as-you-go User Feedback for Dataspace Systems | 2008 | SIGMOD |
| 8 | 12,273 | Staging User Feedback toward Rapid Conflict Resolution in Data Fusion | 2017 | SIGMOD |
| 9 | 13,177 | A Case-Based Approach to Information Integration | 2000 | VLDB |
| 10 | 3,915 | Efficiently Incorporating User Feedback into Information Extraction and Integration Programs | 2009 | SIGMOD |