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: 3934
Venue: SIGMOD
Year: 2007
Pagerank: 8.8675372e-05
Overall Rank: 2,252 | 84.56%
DOI: 10.1145/1247480.1247531

Incoming Non-self Citations Over Time

Authors

1. Octavian Udrea (University of Maryland)
2. Lise Getoor (University of Maryland)
3. Renée J. Miller (University of Toronto)

BibTeX Citation

@inproceedings{udrea_sigmod07,
        title = {{Leveraging Data and Structure in Ontology Integration}},
        author = {Udrea, Octavian and Getoor, Lise and Miller, Renée J.},
        series = {{SIGMOD} '07},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/1247480.1247531},
        url = {https://dl.acm.org/doi/10.1145/1247480.1247531},
        year = {2007}
}

Incoming Citations (Sorted by Pagerank)

Showing 11 of 11 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
2,086	PARIS: Probabilistic Alignment of Relations, Instances, and Schema	2012	VLDB	9.1930537e-05
2,216	Open Data Integration	2018	VLDB	8.9374127e-05
5,637	Interactive Generation of Integrated Schemas	2008	SIGMOD	6.1391704e-05
5,694	Top-K Generation of Integrated Schemas Based on Directed and Weighted Correspondences	2009	SIGMOD	6.1183376e-05
6,011	From Information to Knowledge: Harvesting Entities and Relationships from Web Sources	2010	PODS	6.0105397e-05
6,925	A Gauss Function Based Approach for Unbalanced Ontology Matching	2009	SIGMOD	5.7383878e-05
7,406	Supporting OLAP Operations over Imperfectly Integrated Taxonomies	2008	SIGMOD	5.6243865e-05
8,441	A Critical Re-evaluation of Neural Methods for Entity Alignment	2022	VLDB	5.4247564e-05
9,015	Analyzing and Revising Data Integration Schemas to Improve Their Matchability	2008	VLDB	5.3321017e-05
12,389	Web Scale Taxonomy Cleansing	2011	VLDB	5.093636e-05
12,518	IBM UFO Repository: Object-Oriented Data Integration	2009	VLDB	5.093636e-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
22	Data Integration: A Theoretical Perspective	2002	PODS	0.00056204792
180	Schema Mapping as Query Discovery	2000	VLDB	0.00026772368
416	Translating Web Data	2002	VLDB	0.00018877803
1,158	Schema and Ontology Matching with COMA++	2005	SIGMOD	0.00011899424
2,007	Merging Models Based on Given Correspondences	2003	VLDB	9.3144511e-05
2,842	Incremental Schema Matching	2006	VLDB	8.0624613e-05

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#	Overall Rank	Paper	Year	Venue
1	8,419	Ontology-based Entity Matching in Attributed Graphs	2019	VLDB
2	7,319	AgreementMaker: Efficient Matching for Large Real-World Schemas and Ontologies	2009	VLDB
3	4,404	Supporting Ontology-based Semantic Matching in RDBMS	2004	VLDB
4	9,015	Analyzing and Revising Data Integration Schemas to Improve Their Matchability	2008	VLDB
5	2,007	Merging Models Based on Given Correspondences	2003	VLDB
6	6,925	A Gauss Function Based Approach for Unbalanced Ontology Matching	2009	SIGMOD
7	13,328	Agent-OM: Leveraging LLM Agents for Ontology Matching	2025	VLDB
8	7,118	Efficient Identification of Implicit Facts in Incomplete OWL2-EL Knowledge Bases	2014	VLDB
9	11,876	Datalignment: Ontology Schema Alignment Through Datalog Containment	2019	VLDB
10	1,158	Schema and Ontology Matching with COMA++	2005	SIGMOD