ADnEV: Cross-Domain Schema Matching using Deep Similarity Matrix Adjustment and Evaluation

Summary: ADnEV post-processes matcher-generated similarity matrices with deep models that iteratively adjust and evaluate correspondences. It improves difficult schema/ontology matching and transfers across domains without learning domain-specific terminology. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID: 12239
Venue: VLDB
Year: 2020
Pagerank: 5.6443833e-05
Overall Rank: 7,325 | 49.75%
DOI: 10.14778/3397230.3397237

Incoming Non-self Citations Over Time

Authors

1. Roee Shraga (Technion)
2. Avigdor Gal (Technion)
3. Haggai Roitman (IBM)

BibTeX Citation

@article{shraga_vldb20,
        title = {{ADnEV: Cross-Domain Schema Matching using Deep Similarity Matrix Adjustment and Evaluation}},
        author = {Shraga, Roee and Gal, Avigdor and Roitman, Haggai},
        journal = {PVLDB},
        series = {{VLDB} '20},
        volume = {13},
        number = {9},
        pages = {1401--1415},
        doi = {10.14778/3397230.3397237},
        url = {https://doi.org/10.14778/3397230.3397237},
        year = {2020}
}

Incoming Citations (Sorted by Pagerank)

Showing 7 of 7 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
4,123	Integrating Data Lake Tables	2023	VLDB	6.8878137e-05
4,990	Explaining Dataset Changes for Semantic Data Versioning with Explain-Da-V	2023	VLDB	6.4105738e-05
5,293	Magneto: Combining Small and Large Language Models for Schema Matching	2025	VLDB	6.279939e-05
7,092	FlexER: Flexible Entity Resolution for Multiple Intents	2023	SIGMOD	5.705818e-05
9,930	Data Augmentation for ML-driven Data Preparation and Integration	2021	VLDB	5.1955087e-05
10,897	OpenForge: Probabilistic Metadata Integration	2025	VLDB	5.093636e-05
10,987	OmniMatch: Joinability Discovery in Data Products	2025	VLDB	5.093636e-05

Outgoing Citations (Sorted by Pagerank)

Showing 8 of 8 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
176	Deep Learning for Entity Matching: A Design Space Exploration	2018	SIGMOD	0.00027191081
390	COMA - A system for flexible combination of schema matching approaches	2002	VLDB	0.00019382486
489	Distributed Representations of Tuples for Entity Resolution	2018	VLDB	0.0001761456
699	Data Integration with Uncertainty	2007	VLDB	0.0001487423
791	An Interactive Clustering-based Approach to Integrating Source Query Interfaces on the Deep Web	2004	SIGMOD	0.00013995705
1,158	Schema and Ontology Matching with COMA++	2005	SIGMOD	0.00011899424
1,649	Bootstrapping Pay-As-You-Go Data Integration Systems	2008	SIGMOD	0.00010117306
5,694	Top-K Generation of Integrated Schemas Based on Directed and Weighted Correspondences	2009	SIGMOD	6.1183376e-05

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