The return of JedAI: End-to-End Entity Resolution for Structured and Semi-Structured Data

Summary: JedAI 2.0: end-to-end entity resolution for structured and semi-structured data; library, GUI, or workbench. Faster end-to-end runs with multi-core processing; loose-schema binding and data-driven config; GUI for configurable workflows and visual exploration. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 11870
Venue: VLDB
Year: 2018
Pagerank: 8.3327284e-05
Overall Rank: 2,623 | 82.01%
DOI: 10.14778/3229863.3236232

Incoming Non-self Citations Over Time

Authors

1. George Papadakis (University of Athens)
2. Leonidas Tsekouras (National Center for Scientific Research "Demokritos")
3. Emmanouil Thanos (KU Leuven)
4. George Giannakopoulos (National Center for Scientific Research "Demokritos")
5. Themis Palpanas (Paris Descartes University)
6. Manolis Koubarakis (University of Athens)

BibTeX Citation

@article{papadakis_vldb18,
        title = {{The return of JedAI: End-to-End Entity Resolution for Structured and Semi-Structured Data}},
        author = {Papadakis, George and Tsekouras, Leonidas and Thanos, Emmanouil and Giannakopoulos, George and Palpanas, Themis and Koubarakis, Manolis},
        journal = {PVLDB},
        series = {{VLDB} '18},
        volume = {11},
        number = {12},
        pages = {1950--1953},
        doi = {10.14778/3229863.3236232},
        url = {https://doi.org/10.14778/3229863.3236232},
        year = {2018}
}

Incoming Citations (Sorted by Pagerank)

Showing 7 of 7 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
4,757	Pattern Functional Dependencies for Data Cleaning	2020	VLDB	6.5220005e-05
4,824	Deep Indexed Active Learning for Matching Heterogeneous Entity Representations	2022	VLDB	6.4914944e-05
4,940	BEER: Blocking for Effective Entity Resolution	2021	SIGMOD	6.4336209e-05
5,391	MDedup: Duplicate Detection with Matching Dependencies	2020	VLDB	6.2343031e-05
7,373	Entity Matching Meets Data Science: A Progress Report from the Magellan Project	2019	SIGMOD	5.6311132e-05
7,415	SystemER: A Human-in-the-loop System for Explainable Entity Resolution	2019	VLDB	5.6240334e-05
10,734	SecUREmatch: Integrating Clerical Review in Privacy-Preserving Record Linkage	2025	SIGMOD	5.093636e-05

Outgoing Citations (Sorted by Pagerank)

Showing 7 of 7 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
529	Magellan: Toward Building Entity Matching Management Systems	2016	VLDB	0.00017096361
871	Framework for Evaluating Clustering Algorithms in Duplicate Detection	2009	VLDB	0.00013496531
2,120	Comparative Analysis of Approximate Blocking Techniques for Entity Resolution	2016	VLDB	9.1406654e-05
2,169	Data Integration: After the Teenage Years	2017	PODS	9.0436759e-05
3,665	BLAST: a Loosely Schema-aware Meta-blocking Approach for Entity Resolution	2016	VLDB	7.2142217e-05
3,755	Learning Expressive Linkage Rules using Genetic Programming	2012	VLDB	7.1496482e-05
5,018	Schema-agnostic vs Schema-based Configurations for Blocking Methods on Homogeneous Data	2016	VLDB	6.3993079e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	196	CrowdER: Crowdsourcing Entity Resolution	2012	VLDB
2	5,830	Exploiting Context Analysis for Combining Multiple Entity Resolution Systems	2009	SIGMOD
3	11,226	ZeroEA: A Zero-Training Entity Alignment Framework via Pre-Trained Language Model	2024	VLDB
4	626	Entity Resolution: Theory, Practice & Open Challenges	2012	VLDB
5	7,134	PromptEM: Prompt-tuning for Low-resource Generalized Entity Matching	2023	VLDB
6	5,554	Joint Unsupervised Structure Discovery and Information Extraction	2011	SIGMOD
7	9,709	Discovering Diversified Paths in Knowledge Bases	2018	VLDB
8	9,992	Progressive Entity Matching: A Design Space Exploration	2025	SIGMOD
9	12,396	AIDA: An Online Tool for Accurate Disambiguation of Named Entities in Text and Tables	2011	VLDB
10	3,611	NADEEF/ER: Generic and Interactive Entity Resolution	2014	SIGMOD