Sailing the Information Ocean with Awareness of Currents: Discovery and Application of Source Dependence
Summary: Frames scalable discovery of dependence (copying/propagation) among web sources to separate propagated falsehoods from independent corroboration and poses key research problems. Presents preliminary detection methods and applications to truth-finding, integration, and provenance. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Laure Berti-Equille (University of Rennes)
- 2. Anish Das Sarma (Stanford University)
- 3. Xin Luna Dong (AT&T)
- 4. Amelie Marian (Rutgers University)
- 5. Divesh Srivastava (AT&T)
BibTeX Citation
@inproceedings{bertiequille_cidr09,
address = {Amsterdam, Netherlands},
series = {{CIDR} '09},
title = {{Sailing the Information Ocean with Awareness of Currents: Discovery and Application of Source Dependence}},
booktitle = {Proceedings of the {Conference} on {Innovative} {Data} {Systems} {Research}},
author = {Berti-Equille, Laure and Sarma, Anish Das and Dong, Xin Luna and Marian, Amelie and Srivastava, Divesh},
year = {2009}
}Incoming Citations (Sorted by Pagerank)
Showing 11 of 11 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 877 | Integrating Conflicting Data: The Role of Source Dependence | 2009 | VLDB | 0.00013267412 |
| 939 | Truth Finding on the Deep Web: Is the Problem Solved? | 2013 | VLDB | 0.00012945534 |
| 1,283 | Fusing Data with Correlations | 2014 | SIGMOD | 0.00011195703 |
| 1,389 | Truth Discovery and Copying Detection in a Dynamic World | 2009 | VLDB | 0.00010806623 |
| 1,761 | Data Fusion – Resolving Data Conflicts for Integration | 2009 | VLDB | 9.6966864e-05 |
| 4,709 | Global Detection of Complex Copying Relationships Between Sources | 2010 | VLDB | 6.4413169e-05 |
| 5,305 | Determining the Currency of Data | 2011 | PODS | 6.1757007e-05 |
| 7,865 | SOLOMON: Seeking the Truth Via Copying Detection | 2010 | VLDB | 5.4217315e-05 |
| 12,348 | Truth Discovery for Spatio-Temporal Events from Crowdsourced Data | 2017 | VLDB | 4.9605343e-05 |
| 12,436 | Finding Quality in Quantity: The Challenge of Discovering Valuable Sources for Integration | 2015 | CIDR | 4.9605343e-05 |
| 12,713 | Large-Scale Copy Detection | 2011 | SIGMOD | 4.9605343e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 127 | Trio: A System for Integrated Management of Data, Accuracy, and Lineage | 2005 | CIDR | 0.00030337791 |
| 826 | Data Integration: The Teenage Years | 2006 | VLDB | 0.00013599086 |
| 949 | Provenance and Scientific Workflows: Challenges and Opportunities | 2008 | SIGMOD | 0.00012897365 |
| 1,005 | Winnowing: Local Algorithms for Document Fingerprinting | 2003 | SIGMOD | 0.00012553724 |
| 1,079 | Curated Databases | 2008 | PODS | 0.00012117197 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 6,110 | Truth Discovery and Crowdsourcing Aggregation: A Unified Perspective | 2015 | VLDB |
| 2 | 1,389 | Truth Discovery and Copying Detection in a Dynamic World | 2009 | VLDB |
| 3 | 6,442 | Domain-Aware Multi-Truth Discovery from Conflicting Sources | 2018 | VLDB |
| 4 | 117 | Querying Heterogeneous Information Sources Using Source Descriptions | 1996 | VLDB |
| 5 | 3,327 | A Confidence-Aware Approach for Truth Discovery on Long-Tail Data | 2015 | VLDB |
| 6 | 2,283 | Resolving Conflicts in Heterogeneous Data by Truth Discovery and Source Reliability Estimation | 2014 | SIGMOD |
| 7 | 1,283 | Fusing Data with Correlations | 2014 | SIGMOD |
| 8 | 939 | Truth Finding on the Deep Web: Is the Problem Solved? | 2013 | VLDB |
| 9 | 14,061 | The Flow of On-Line Information in Global Networks | 2010 | SIGMOD |
| 10 | 877 | Integrating Conflicting Data: The Role of Source Dependence | 2009 | VLDB |