Leveraging Data and Structure in Ontology Integration

Summary: ILIADS jointly integrates data matching with logical reasoning to leverage both data and structure in ontologies. On 30 OWL Lite pairs, it outperforms FCA-merge (quality +25%) and COMA++ (recall +11%), highlighting the value of unified data-structure matching. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 3873
Venue: SIGMOD
Year: 2007
Pagerank: 9.9662731e-05
Overall Rank: 1,954 | 86.43%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 11 of 11 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,628	PARIS: Probabilistic Alignment of Relations, Instances, and Schema	2012	VLDB	0.00011074773
2,737	Open Data Integration	2018	VLDB	8.2053894e-05
5,568	Interactive Generation of Integrated Schemas	2008	SIGMOD	5.4286497e-05
5,662	From Information to Knowledge: Harvesting Entities and Relationships from Web Sources	2010	PODS	5.3854745e-05
5,949	Top-K Generation of Integrated Schemas Based on Directed and Weighted Correspondences	2009	SIGMOD	5.2564001e-05
6,677	A Gauss Function Based Approach for Unbalanced Ontology Matching	2009	SIGMOD	4.9615274e-05
6,958	Supporting OLAP Operations over Imperfectly Integrated Taxonomies	2008	SIGMOD	4.8810116e-05
8,427	A Critical Re-evaluation of Neural Methods for Entity Alignment	2022	VLDB	4.5095639e-05
8,825	Analyzing and Revising Data Integration Schemas to Improve Their Matchability	2008	VLDB	4.4371579e-05
12,202	Web Scale Taxonomy Cleansing	2011	VLDB	4.1905499e-05
12,332	IBM UFO Repository: Object-Oriented Data Integration	2009	VLDB	4.1905499e-05

Outgoing Citations (Sorted by Pagerank)

Showing 6 of 6 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
47	Data Integration: A Theoretical Perspective	2002	PODS	0.00069691761
174	Schema Mapping as Query Discovery	2000	VLDB	0.00038586435
480	Translating Web Data	2002	VLDB	0.00022166928
968	Schema and Ontology Matching with COMA++	2005	SIGMOD	0.00014941789
1,689	Merging Models Based on Given Correspondences	2003	VLDB	0.00010895047
2,792	Incremental Schema Matching	2006	VLDB	8.1185188e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
8,405	Ontology-based Entity Matching in Attributed Graphs	2019	VLDB	4.516252e-05
7,101	AgreementMaker: Efficient Matching for Large Real-World Schemas and Ontologies	2009	VLDB	4.8259062e-05
3,317	Supporting Ontology-based Semantic Matching in RDBMS	2004	VLDB	7.2232194e-05
8,825	Analyzing and Revising Data Integration Schemas to Improve Their Matchability	2008	VLDB	4.4371579e-05
1,689	Merging Models Based on Given Correspondences	2003	VLDB	0.00010895047
6,677	A Gauss Function Based Approach for Unbalanced Ontology Matching	2009	SIGMOD	4.9615274e-05
13,137	Agent-OM: Leveraging LLM Agents for Ontology Matching	2025	VLDB	-
6,650	Efficient Identification of Implicit Facts in Incomplete OWL2-EL Knowledge Bases	2014	VLDB	4.9715438e-05
11,686	Datalignment: Ontology Schema Alignment Through Datalog Containment	2019	VLDB	4.1905499e-05
968	Schema and Ontology Matching with COMA++	2005	SIGMOD	0.00014941789