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: 12010
Venue: VLDB
Year: 2019
Pagerank: 4.6889787e-05
Overall Rank: 7,648 | 46.80%
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
8,376	From Anomaly Detection to Rumour Detection using Data Streams of Social Platforms	2019	VLDB	4.5321619e-05
10,436	Demonstrating CEDAR: A System for Cost-Efficient Data-Driven Claim Verification	2025	SIGMOD	4.1945683e-05
10,747	CEDAR: A System for Cost-Efficient Data-Driven Claim Verification	2025	VLDB	4.1945683e-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
107	WebTables: Exploring the Power of Tables on the Web	2008	VLDB	0.00048377684
371	A Bayesian Approach to Discovering Truth from Conflicting Sources for Data Integration	2012	VLDB	0.00025389696
509	On Active Learning of Record Matching Packages	2010	SIGMOD	0.00021409518
692	Pay-as-you-go User Feedback for Dataspace Systems	2008	SIGMOD	0.00018083948
833	Guided Data Repair	2011	VLDB	0.00016138432
3,100	Crowd Mining	2013	SIGMOD	7.5634778e-05
3,118	Scaling Up Crowd-Sourcing to Very Large Datasets: A Case for Active Learning	2015	VLDB	7.5379338e-05
3,340	Toward Computational Fact-Checking	2014	VLDB	7.2030091e-05
4,101	Less is More: Selecting Sources Wisely for Integration	2013	VLDB	6.4523909e-05
5,823	Believe It or Not: Adding Belief Annotations to Databases	2009	VLDB	5.3129967e-05
6,557	Knowledge Verification for Long-Tail Verticals	2017	VLDB	5.0124455e-05
8,362	Minimizing Efforts in Validating Crowd Answers	2015	SIGMOD	4.5366717e-05
9,133	Maverick: A System for Discovering Exceptional Facts from Knowledge Graphs	2018	VLDB	4.3895822e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
11,347	OpenTFV: An Open Domain Table-Based Fact Verification System	2022	SIGMOD	4.1945683e-05
10,740	Finding Convincing Views to Endorse a Claim	2025	VLDB	4.1945683e-05
3,081	Knowledge Expansion over Probabilistic Knowledge Bases	2014	SIGMOD	7.6031501e-05
7,292	Subjective Knowledge Base Construction Powered By Crowdsourcing and Knowledge Base	2018	SIGMOD	4.7740174e-05
6,557	Knowledge Verification for Long-Tail Verticals	2017	VLDB	5.0124455e-05
7,647	Buckle: Evaluating Fact Checking Algorithms Built on Knowledge Bases	2019	VLDB	4.6889787e-05
7,029	Computational Fact Checking: A Content Management Perspective	2018	VLDB	4.8563777e-05
3,495	Knowledge-Based Trust: Estimating the Trustworthiness of Web Sources	2015	VLDB	7.0400666e-05
5,412	Mining an "Anti-Knowledge Base" from Wikipedia Updates with Applications to Fact Checking and Beyond	2020	VLDB	5.5207515e-05
3,340	Toward Computational Fact-Checking	2014	VLDB	7.2030091e-05