Knowledge Verification for Long-Tail Verticals

Summary: Knowledge verification for tail verticals; presents FACTY, a framework combining evidence from KBs, the web, and query logs with evidence fusion to verify triples. FACTY verifies 50% of correct tail knowledge at 84% precision; outperforms baselines. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 11422
Venue: VLDB
Year: 2017
Pagerank: 5.0124455e-05
Overall Rank: 6,557 | 54.39%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 5 of 5 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
3,915	A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs	2020	VLDB	6.6332294e-05
6,412	CERES: Distantly Supervised Relation Extraction from the Semi-Structured Web	2018	VLDB	5.0740036e-05
7,648	User Guidance for Efficient Fact Checking	2019	VLDB	4.6889787e-05
8,751	Generations of Knowledge Graphs: The Crazy Ideas and the Business Impact	2023	VLDB	4.456315e-05
11,029	Efficient and Reliable Estimation of Knowledge Graph Accuracy	2024	VLDB	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 12 of 12 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
62	Freebase: A Collaboratively Created Graph Database For Structuring Human Knowledge	2008	SIGMOD	0.0006429466
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
855	Integrating Conflicting Data: The Role of Source Dependence	2009	VLDB	0.00015906735
908	Fusing Data with Correlations	2014	SIGMOD	0.00015431241
1,066	Probase: A Probabilistic Taxonomy for Text Understanding	2012	SIGMOD	0.0001433416
1,211	Truth Finding on the Deep Web: Is the Problem Solved?	2013	VLDB	0.00013257101
2,420	From Data Fusion to Knowledge Fusion	2014	VLDB	8.8530994e-05
2,567	Resolving Conflicts in Heterogeneous Data by Truth Discovery and Source Reliability Estimation	2014	SIGMOD	8.5239306e-05
3,495	Knowledge-Based Trust: Estimating the Trustworthiness of Web Sources	2015	VLDB	7.0400666e-05
4,011	A Confidence-Aware Approach for Truth Discovery on Long-Tail Data	2015	VLDB	6.5343479e-05
13,351	Leave No Valuable Data Behind: The Crazy Ideas and the Business	2016	VLDB	-

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
7,647	Buckle: Evaluating Fact Checking Algorithms Built on Knowledge Bases	2019	VLDB	4.6889787e-05
11,006	FusionQuery: On-demand Fusion Queries over Multi-source Heterogeneous Data	2024	VLDB	4.1945683e-05
11,145	VeriDKG: A Verifiable SPARQL Query Engine for Decentralized Knowledge Graphs	2024	VLDB	4.1945683e-05
11,347	OpenTFV: An Open Domain Table-Based Fact Verification System	2022	SIGMOD	4.1945683e-05
2,420	From Data Fusion to Knowledge Fusion	2014	VLDB	8.8530994e-05
6,780	Domain-Aware Multi-Truth Discovery from Conflicting Sources	2018	VLDB	4.9277708e-05
3,495	Knowledge-Based Trust: Estimating the Trustworthiness of Web Sources	2015	VLDB	7.0400666e-05
4,011	A Confidence-Aware Approach for Truth Discovery on Long-Tail Data	2015	VLDB	6.5343479e-05
3,340	Toward Computational Fact-Checking	2014	VLDB	7.2030091e-05
7,648	User Guidance for Efficient Fact Checking	2019	VLDB	4.6889787e-05