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: 3872
Venue: SIGMOD
Year: 2007
Pagerank: 9.9756731e-05
Overall Rank: 1,950 | 86.44%
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	0.00011085347
2,730	Open Data Integration	2018	VLDB	8.2126735e-05
5,564	Interactive Generation of Integrated Schemas	2008	SIGMOD	5.4320854e-05
5,652	From Information to Knowledge: Harvesting Entities and Relationships from Web Sources	2010	PODS	5.3903671e-05
5,947	Top-K Generation of Integrated Schemas Based on Directed and Weighted Correspondences	2009	SIGMOD	5.2614521e-05
6,676	A Gauss Function Based Approach for Unbalanced Ontology Matching	2009	SIGMOD	4.9659764e-05
6,959	Supporting OLAP Operations over Imperfectly Integrated Taxonomies	2008	SIGMOD	4.8857059e-05
8,436	A Critical Re-evaluation of Neural Methods for Entity Alignment	2022	VLDB	4.5138915e-05
8,824	Analyzing and Revising Data Integration Schemas to Improve Their Matchability	2008	VLDB	4.4415658e-05
12,194	Web Scale Taxonomy Cleansing	2011	VLDB	4.1945683e-05
12,324	IBM UFO Repository: Object-Oriented Data Integration	2009	VLDB	4.1945683e-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
48	Data Integration: A Theoretical Perspective	2002	PODS	0.00069720859
173	Schema Mapping as Query Discovery	2000	VLDB	0.00038627829
480	Translating Web Data	2002	VLDB	0.00022191997
968	Schema and Ontology Matching with COMA++	2005	SIGMOD	0.0001495703
1,693	Merging Models Based on Given Correspondences	2003	VLDB	0.00010900382
2,788	Incremental Schema Matching	2006	VLDB	8.1251255e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
8,409	Ontology-based Entity Matching in Attributed Graphs	2019	VLDB	4.5205877e-05
7,105	AgreementMaker: Efficient Matching for Large Real-World Schemas and Ontologies	2009	VLDB	4.830186e-05
3,315	Supporting Ontology-based Semantic Matching in RDBMS	2004	VLDB	7.2302145e-05
8,824	Analyzing and Revising Data Integration Schemas to Improve Their Matchability	2008	VLDB	4.4415658e-05
1,693	Merging Models Based on Given Correspondences	2003	VLDB	0.00010900382
6,676	A Gauss Function Based Approach for Unbalanced Ontology Matching	2009	SIGMOD	4.9659764e-05
13,123	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	4.9763184e-05
11,681	Datalignment: Ontology Schema Alignment Through Datalog Containment	2019	VLDB	4.1945683e-05
968	Schema and Ontology Matching with COMA++	2005	SIGMOD	0.0001495703