User Guidance for Efficient Fact Checking

Summary: Probabilistic model for human-in-the-loop fact checking; combines user input with automated credibility inference to prioritize validation and reduce effort. Guides batching, stopping criteria, and streaming validation to preserve KB quality. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 12011
Venue: VLDB
Year: 2019
Pagerank: 5.6662657e-05
Overall Rank: 7,497 | 47.90%
DOI: 10.14778/3324301.3324303

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 3 of 3 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
8,093	From Anomaly Detection to Rumour Detection using Data Streams of Social Platforms	2019	VLDB	5.5472066e-05
10,446	Demonstrating CEDAR: A System for Cost-Efficient Data-Driven Claim Verification	2025	SIGMOD	5.1725247e-05
10,753	CEDAR: A System for Cost-Efficient Data-Driven Claim Verification	2025	VLDB	5.1725247e-05

Outgoing Citations (Sorted by Pagerank)

Showing 13 of 13 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
87	WebTables: Exploring the Power of Tables on the Web	2008	VLDB	0.00035768129
499	A Bayesian Approach to Discovering Truth from Conflicting Sources for Data Integration	2012	VLDB	0.00017523126
538	On Active Learning of Record Matching Packages	2010	SIGMOD	0.00016945549
707	Guided Data Repair	2011	VLDB	0.00014887793
843	Pay-as-you-go User Feedback for Dataspace Systems	2008	SIGMOD	0.0001371047
2,593	Scaling Up Crowd-Sourcing to Very Large Datasets: A Case for Active Learning	2015	VLDB	8.4369399e-05
2,752	Crowd Mining	2013	SIGMOD	8.230371e-05
3,071	Toward Computational Fact-Checking	2014	VLDB	7.8563843e-05
4,025	Less is More: Selecting Sources Wisely for Integration	2013	VLDB	7.0183814e-05
5,515	Believe It or Not: Adding Belief Annotations to Databases	2009	VLDB	6.2552512e-05
6,432	Knowledge Verification for Long-Tail Verticals	2017	VLDB	5.942507e-05
8,241	Minimizing Efforts in Validating Crowd Answers	2015	SIGMOD	5.5254556e-05
9,142	Maverick: A System for Discovering Exceptional Facts from Knowledge Graphs	2018	VLDB	5.3748913e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
11,349	OpenTFV: An Open Domain Table-Based Fact Verification System	2022	SIGMOD	5.1725247e-05
10,747	Finding Convincing Views to Endorse a Claim	2025	VLDB	5.1725247e-05
2,952	Knowledge Expansion over Probabilistic Knowledge Bases	2014	SIGMOD	7.9765208e-05
7,604	Subjective Knowledge Base Construction Powered By Crowdsourcing and Knowledge Base	2018	SIGMOD	5.6431336e-05
7,496	Buckle: Evaluating Fact Checking Algorithms Built on Knowledge Bases	2019	VLDB	5.6662657e-05
6,432	Knowledge Verification for Long-Tail Verticals	2017	VLDB	5.942507e-05
7,008	Computational Fact Checking: A Content Management Perspective	2018	VLDB	5.7842756e-05
3,452	Knowledge-Based Trust: Estimating the Trustworthiness of Web Sources	2015	VLDB	7.4746675e-05
5,471	Mining an "Anti-Knowledge Base" from Wikipedia Updates with Applications to Fact Checking and Beyond	2020	VLDB	6.2747651e-05
3,071	Toward Computational Fact-Checking	2014	VLDB	7.8563843e-05