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
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Incoming Citations (Sorted by Pagerank)
Showing 11 of 11 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 853 | Integrating Conflicting Data: The Role of Source Dependence | 2009 | VLDB | 0.00015892569 |
| 906 | Fusing Data with Correlations | 2014 | SIGMOD | 0.00015420344 |
| 1,214 | Truth Finding on the Deep Web: Is the Problem Solved? | 2013 | VLDB | 0.00013246179 |
| 1,245 | Truth Discovery and Copying Detection in a Dynamic World | 2009 | VLDB | 0.00013080304 |
| 2,453 | Data Fusion – Resolving Data Conflicts for Integration | 2009 | VLDB | 8.7815427e-05 |
| 5,095 | Global Detection of Complex Copying Relationships Between Sources | 2010 | VLDB | 5.6967761e-05 |
| 5,565 | Determining the Currency of Data | 2011 | PODS | 5.4298528e-05 |
| 7,547 | SOLOMON: Seeking the Truth Via Copying Detection | 2010 | VLDB | 4.7093124e-05 |
| 11,807 | Truth Discovery for Spatio-Temporal Events from Crowdsourced Data | 2017 | VLDB | 4.1905499e-05 |
| 11,903 | Finding Quality in Quantity: The Challenge of Discovering Valuable Sources for Integration | 2015 | CIDR | 4.1905499e-05 |
| 12,186 | Large-Scale Copy Detection | 2011 | SIGMOD | 4.1905499e-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 |
|---|---|---|---|---|
| 149 | Trio: A System for Integrated Management of Data, Accuracy, and Lineage | 2005 | CIDR | 0.00041085859 |
| 703 | Winnowing: Local Algorithms for Document Fingerprinting | 2003 | SIGMOD | 0.0001784726 |
| 807 | Curated Databases | 2008 | PODS | 0.00016415752 |
| 889 | Data Integration: The Teenage Years | 2006 | VLDB | 0.00015548507 |
| 921 | Provenance and Scientific Workflows: Challenges and Opportunities | 2008 | SIGMOD | 0.00015261463 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,411 | Truth Discovery and Crowdsourcing Aggregation: A Unified Perspective | 2015 | VLDB | 5.5206368e-05 |
| 1,245 | Truth Discovery and Copying Detection in a Dynamic World | 2009 | VLDB | 0.00013080304 |
| 6,780 | Domain-Aware Multi-Truth Discovery from Conflicting Sources | 2018 | VLDB | 4.9230376e-05 |
| 127 | Querying Heterogeneous Information Sources Using Source Descriptions | 1996 | VLDB | 0.00044607231 |
| 4,016 | A Confidence-Aware Approach for Truth Discovery on Long-Tail Data | 2015 | VLDB | 6.5280895e-05 |
| 2,571 | Resolving Conflicts in Heterogeneous Data by Truth Discovery and Source Reliability Estimation | 2014 | SIGMOD | 8.5157375e-05 |
| 906 | Fusing Data with Correlations | 2014 | SIGMOD | 0.00015420344 |
| 1,214 | Truth Finding on the Deep Web: Is the Problem Solved? | 2013 | VLDB | 0.00013246179 |
| 13,518 | The Flow of On-Line Information in Global Networks | 2010 | SIGMOD | - |
| 853 | Integrating Conflicting Data: The Role of Source Dependence | 2009 | VLDB | 0.00015892569 |