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: h77a0926793b61e3a
Venue: VLDB
Year: 2020
Pagerank: 5.653972e-05
Overall Rank: 6,888 | 53.71%
DOI: 10.14778/3397230.3397237
PDF: Download (CC BY-NC-ND 4.0)

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 9 of 9 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
4,159	Integrating Data Lake Tables	2023	VLDB	6.7687144e-05
4,213	Magneto: Combining Small and Large Language Models for Schema Matching	2025	VLDB	6.7281505e-05
5,100	Explaining Dataset Changes for Semantic Data Versioning with Explain-Da-V	2023	VLDB	6.271266e-05
7,170	FlexER: Flexible Entity Resolution for Multiple Intents	2023	SIGMOD	5.5922367e-05
8,582	OmniMatch: Joinability Discovery in Data Products	2025	VLDB	5.3097022e-05
10,116	Data Augmentation for ML-driven Data Preparation and Integration	2021	VLDB	5.0765311e-05
10,782	Human-Centered Exploration of Table Unionability	2026	VLDB	4.9769913e-05
10,847	EcoTable: Cost-effective Table Integration in Data Lakes for Natural Language Queries	2026	VLDB	4.9769913e-05
11,303	OpenForge: Probabilistic Metadata Integration	2025	VLDB	4.9769913e-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
158	Deep Learning for Entity Matching: A Design Space Exploration	2018	SIGMOD	0.00028038831
407	COMA - A system for flexible combination of schema matching approaches	2002	VLDB	0.00019017823
457	Distributed Representations of Tuples for Entity Resolution	2018	VLDB	0.00017899824
715	Data Integration with Uncertainty	2007	VLDB	0.00014552507
815	An Interactive Clustering-based Approach to Integrating Source Query Interfaces on the Deep Web	2004	SIGMOD	0.00013713173
1,146	Schema and Ontology Matching with COMA++	2005	SIGMOD	0.00011810563
1,668	Bootstrapping Pay-As-You-Go Data Integration Systems	2008	SIGMOD	9.9333074e-05
5,766	Top-K Generation of Integrated Schemas Based on Directed and Weighted Correspondences	2009	SIGMOD	5.99997e-05

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3	12,209	(Artificial) Mind over Matter: Integrating Humans and Algorithms in Solving Matching Problems	2018	SIGMOD
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