Online Data Fusion

Summary: Introduces SOLARIS, first online data fusion for dirty web data; returns early answers and refines them as more sources are queried. Each answer has a likelihood and stops retrieval when further sources won't change it; experiments show fast, accurate results. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 10323
Venue: VLDB
Year: 2011
Pagerank: 8.3166884e-05
Overall Rank: 2,682 | 81.37%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 10 of 10 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
906	Fusing Data with Correlations	2014	SIGMOD	0.00015420344
1,491	CDAS: A Crowdsourcing Data Analytics System	2012	VLDB	0.00011685731
1,975	Statistical Distortion: Consequences of Data Cleaning	2012	VLDB	9.881077e-05
2,422	From Data Fusion to Knowledge Fusion	2014	VLDB	8.8452901e-05
4,016	A Confidence-Aware Approach for Truth Discovery on Long-Tail Data	2015	VLDB	6.5280895e-05
5,411	Truth Discovery and Crowdsourcing Aggregation: A Unified Perspective	2015	VLDB	5.5206368e-05
6,780	Domain-Aware Multi-Truth Discovery from Conflicting Sources	2018	VLDB	4.9230376e-05
7,784	Authenticated Online Data Integration Services	2015	SIGMOD	4.6472451e-05
11,778	Staging User Feedback toward Rapid Conflict Resolution in Data Fusion	2017	SIGMOD	4.1905499e-05
11,993	Online Ordering of Overlapping Data Sources	2014	VLDB	4.1905499e-05

Outgoing Citations (Sorted by Pagerank)

Showing 4 of 4 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
14	Online Aggregation	1997	SIGMOD	0.0010813443
853	Integrating Conflicting Data: The Role of Source Dependence	2009	VLDB	0.00015892569
2,453	Data Fusion – Resolving Data Conflicts for Integration	2009	VLDB	8.7815427e-05
5,095	Global Detection of Complex Copying Relationships Between Sources	2010	VLDB	5.6967761e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
11,993	Online Ordering of Overlapping Data Sources	2014	VLDB	4.1905499e-05
6,787	FICSR: Feedback-based InConSistency Resolution and Query Processing on Misaligned Data Sources	2007	SIGMOD	4.9207828e-05
372	A Bayesian Approach to Discovering Truth from Conflicting Sources for Data Integration	2012	VLDB	0.00025371138
8,008	Online Topic-Aware Entity Resolution Over Incomplete Data Streams	2021	SIGMOD	4.6037276e-05
671	An Interactive Clustering-based Approach to Integrating Source Query Interfaces on the Deep Web	2004	SIGMOD	0.00018370384
2,453	Data Fusion – Resolving Data Conflicts for Integration	2009	VLDB	8.7815427e-05
11,778	Staging User Feedback toward Rapid Conflict Resolution in Data Fusion	2017	SIGMOD	4.1905499e-05
906	Fusing Data with Correlations	2014	SIGMOD	0.00015420344
2,422	From Data Fusion to Knowledge Fusion	2014	VLDB	8.8452901e-05
11,009	FusionQuery: On-demand Fusion Queries over Multi-source Heterogeneous Data	2024	VLDB	4.1905499e-05