Online Data Fusion
Summary: Introduces SOLARIS, first online data fusion for dirty web data; returns early answers and refines them as more sources are queried. Each answer has a likelihood and stops retrieval when further sources won't change it; experiments show fast, accurate results. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Xuan Liu
- 2. Xin Luna Dong
- 3. Beng Chin Ooi
- 4. Divesh Srivastava
Incoming Citations (Sorted by Pagerank)
Showing 10 of 10 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 908 | Fusing Data with Correlations | 2014 | SIGMOD | 0.00015431241 |
| 1,491 | CDAS: A Crowdsourcing Data Analytics System | 2012 | VLDB | 0.00011694982 |
| 2,018 | Statistical Distortion: Consequences of Data Cleaning | 2012 | VLDB | 9.7764643e-05 |
| 2,420 | From Data Fusion to Knowledge Fusion | 2014 | VLDB | 8.8530994e-05 |
| 4,011 | A Confidence-Aware Approach for Truth Discovery on Long-Tail Data | 2015 | VLDB | 6.5343479e-05 |
| 5,405 | Truth Discovery and Crowdsourcing Aggregation: A Unified Perspective | 2015 | VLDB | 5.5257718e-05 |
| 6,780 | Domain-Aware Multi-Truth Discovery from Conflicting Sources | 2018 | VLDB | 4.9277708e-05 |
| 7,784 | Authenticated Online Data Integration Services | 2015 | SIGMOD | 4.6517065e-05 |
| 11,770 | Staging User Feedback toward Rapid Conflict Resolution in Data Fusion | 2017 | SIGMOD | 4.1945683e-05 |
| 11,985 | Online Ordering of Overlapping Data Sources | 2014 | VLDB | 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 |
|---|---|---|---|---|
| 14 | Online Aggregation | 1997 | SIGMOD | 0.0010801504 |
| 855 | Integrating Conflicting Data: The Role of Source Dependence | 2009 | VLDB | 0.00015906735 |
| 2,452 | Data Fusion – Resolving Data Conflicts for Integration | 2009 | VLDB | 8.7839322e-05 |
| 5,094 | Global Detection of Complex Copying Relationships Between Sources | 2010 | VLDB | 5.7023083e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11,985 | Online Ordering of Overlapping Data Sources | 2014 | VLDB | 4.1945683e-05 |
| 6,787 | FICSR: Feedback-based InConSistency Resolution and Query Processing on Misaligned Data Sources | 2007 | SIGMOD | 4.92548e-05 |
| 371 | A Bayesian Approach to Discovering Truth from Conflicting Sources for Data Integration | 2012 | VLDB | 0.00025389696 |
| 8,005 | Online Topic-Aware Entity Resolution Over Incomplete Data Streams | 2021 | SIGMOD | 4.6081461e-05 |
| 672 | An Interactive Clustering-based Approach to Integrating Source Query Interfaces on the Deep Web | 2004 | SIGMOD | 0.00018355746 |
| 2,452 | Data Fusion – Resolving Data Conflicts for Integration | 2009 | VLDB | 8.7839322e-05 |
| 11,770 | Staging User Feedback toward Rapid Conflict Resolution in Data Fusion | 2017 | SIGMOD | 4.1945683e-05 |
| 908 | Fusing Data with Correlations | 2014 | SIGMOD | 0.00015431241 |
| 2,420 | From Data Fusion to Knowledge Fusion | 2014 | VLDB | 8.8530994e-05 |
| 11,006 | FusionQuery: On-demand Fusion Queries over Multi-source Heterogeneous Data | 2024 | VLDB | 4.1945683e-05 |