Combating Fake News: A Data Management and Mining Perspective
Summary: Tutorial surveying fake-news research from a data-management view; surveys detection and mitigation. Emphasizes data integration, truth discovery, probabilistic databases, knowledge graphs, and crowdsourcing as DB-driven levers against misinformation. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,916 | From BERT to GPT-3 Codex: Harnessing the Potential of Very Large Language Models for Data Management | 2022 | VLDB | 5.827729e-05 |
| 11,468 | To Intervene or Not To Intervene: Cost based Intervention for Combating Fake News | 2021 | 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 |
| 853 | Integrating Conflicting Data: The Role of Source Dependence | 2009 | VLDB | 0.00015892569 |
| 889 | Data Integration: The Teenage Years | 2006 | VLDB | 0.00015548507 |
| 2,511 | ClaimBuster: The First-ever End-to-end Fact-checking System | 2017 | VLDB | 8.6177955e-05 |
| 4,127 | Computational Journalism: A Call to Arms to Database Researchers | 2011 | CIDR | 6.4237059e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,847 | Machine Learning for Graph Data Management and Query Processing | 2025 | VLDB | 4.1905499e-05 |
| 11,783 | Building Structured Databases of Factual Knowledge from Massive Text Corpora | 2017 | SIGMOD | 4.1905499e-05 |
| 7,116 | Crowdsourced Data Management: Overview and Challenges | 2017 | SIGMOD | 4.8219732e-05 |
| 7,647 | User Guidance for Efficient Fact Checking | 2019 | VLDB | 4.6844821e-05 |
| 4,127 | Computational Journalism: A Call to Arms to Database Researchers | 2011 | CIDR | 6.4237059e-05 |
| 7,926 | Data Management for Social Networking | 2016 | PODS | 4.6107647e-05 |
| 5,420 | Mining an "Anti-Knowledge Base" from Wikipedia Updates with Applications to Fact Checking and Beyond | 2020 | VLDB | 5.5154502e-05 |
| 5,411 | Truth Discovery and Crowdsourcing Aggregation: A Unified Perspective | 2015 | VLDB | 5.5206368e-05 |
| 3,343 | Toward Computational Fact-Checking | 2014 | VLDB | 7.196079e-05 |
| 7,031 | Computational Fact Checking: A Content Management Perspective | 2018 | VLDB | 4.8517185e-05 |