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 |
|---|---|---|---|---|
| 890 | Integrating Conflicting Data: The Role of Source Dependence | 2009 | VLDB | 0.00013382697 |
| 955 | Truth Finding on the Deep Web: Is the Problem Solved? | 2013 | VLDB | 0.00012996675 |
| 1,273 | Fusing Data with Correlations | 2014 | SIGMOD | 0.00011384191 |
| 1,393 | Truth Discovery and Copying Detection in a Dynamic World | 2009 | VLDB | 0.00010934682 |
| 1,783 | Data Fusion – Resolving Data Conflicts for Integration | 2009 | VLDB | 9.772895e-05 |
| 4,605 | Global Detection of Complex Copying Relationships Between Sources | 2010 | VLDB | 6.6103623e-05 |
| 5,166 | Determining the Currency of Data | 2011 | PODS | 6.3370824e-05 |
| 7,699 | SOLOMON: Seeking the Truth Via Copying Detection | 2010 | VLDB | 5.5652613e-05 |
| 12,003 | Truth Discovery for Spatio-Temporal Events from Crowdsourced Data | 2017 | VLDB | 5.093636e-05 |
| 12,094 | Finding Quality in Quantity: The Challenge of Discovering Valuable Sources for Integration | 2015 | CIDR | 5.093636e-05 |
| 12,373 | Large-Scale Copy Detection | 2011 | SIGMOD | 5.093636e-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 |
|---|---|---|---|---|
| 125 | Trio: A System for Integrated Management of Data, Accuracy, and Lineage | 2005 | CIDR | 0.00030932014 |
| 917 | Data Integration: The Teenage Years | 2006 | VLDB | 0.00013224381 |
| 919 | Provenance and Scientific Workflows: Challenges and Opportunities | 2008 | SIGMOD | 0.00013214041 |
| 978 | Winnowing: Local Algorithms for Document Fingerprinting | 2003 | SIGMOD | 0.00012859554 |
| 1,060 | Curated Databases | 2008 | PODS | 0.00012371807 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 5,981 | Truth Discovery and Crowdsourcing Aggregation: A Unified Perspective | 2015 | VLDB |
| 2 | 1,393 | Truth Discovery and Copying Detection in a Dynamic World | 2009 | VLDB |
| 3 | 6,787 | Domain-Aware Multi-Truth Discovery from Conflicting Sources | 2018 | VLDB |
| 4 | 117 | Querying Heterogeneous Information Sources Using Source Descriptions | 1996 | VLDB |
| 5 | 3,542 | A Confidence-Aware Approach for Truth Discovery on Long-Tail Data | 2015 | VLDB |
| 6 | 2,307 | Resolving Conflicts in Heterogeneous Data by Truth Discovery and Source Reliability Estimation | 2014 | SIGMOD |
| 7 | 1,273 | Fusing Data with Correlations | 2014 | SIGMOD |
| 8 | 955 | Truth Finding on the Deep Web: Is the Problem Solved? | 2013 | VLDB |
| 9 | 13,704 | The Flow of On-Line Information in Global Networks | 2010 | SIGMOD |
| 10 | 890 | Integrating Conflicting Data: The Role of Source Dependence | 2009 | VLDB |