Truth Finding on the Deep Web: Is the Problem Solved?
Summary: Examines truthfulness of Deep Web data in stock and flight domains, finding pervasive inconsistency and varied accuracy across sources. Applies state-of-the-art data fusion to resolve conflicts, analyzes strengths/limits, and sketches directions for future research. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Xian Li (State University of New York at Binghamton)
- 2. Xin Luna Dong (AT&T)
- 3. Kenneth Lyons (AT&T)
- 4. Weiyi Meng (State University of New York at Binghamton)
- 5. Divesh Srivastava (AT&T)
BibTeX Citation
@article{li_vldb13,
title = {{Truth Finding on the Deep Web: Is the Problem Solved?}},
author = {Li, Xian and Dong, Xin Luna and Lyons, Kenneth and Meng, Weiyi and Srivastava, Divesh},
journal = {PVLDB},
series = {{VLDB} '13},
volume = {6},
number = {2},
pages = {97--108},
doi = {10.14778/2535568.2535569},
url = {https://doi.org/10.14778/2535568.2535569},
year = {2013}
}Incoming Citations (Sorted by Pagerank)
Showing 39 of 39 citing papers.
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Outgoing Citations (Sorted by Pagerank)
Showing 9 of 9 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 504 | A Bayesian Approach to Discovering Truth from Conflicting Sources for Data Integration | 2012 | VLDB | 0.00017164466 |
| 877 | Integrating Conflicting Data: The Role of Source Dependence | 2009 | VLDB | 0.00013306717 |
| 1,385 | Truth Discovery and Copying Detection in a Dynamic World | 2009 | VLDB | 0.00010843714 |
| 1,754 | Data Fusion – Resolving Data Conflicts for Integration | 2009 | VLDB | 9.7241105e-05 |
| 2,120 | An Analysis of Structured Data on the Web | 2012 | VLDB | 9.0098024e-05 |
| 4,115 | Less is More: Selecting Sources Wisely for Integration | 2013 | VLDB | 6.7966028e-05 |
| 4,696 | Global Detection of Complex Copying Relationships Between Sources | 2010 | VLDB | 6.4652683e-05 |
| 7,390 | Sailing the Information Ocean with Awareness of Currents: Discovery and Application of Source Dependence | 2009 | CIDR | 5.5377554e-05 |
| 12,838 | Information Theory For Data Management | 2009 | VLDB | 4.9793485e-05 |
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