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)
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 |
|---|---|---|---|---|
| 4,843 | Pattern Functional Dependencies for Data Cleaning | 2020 | VLDB | 6.3839159e-05 |
| 4,939 | Deep Indexed Active Learning for Matching Heterogeneous Entity Representations | 2022 | VLDB | 6.3458427e-05 |
| 5,049 | BEER: Blocking for Effective Entity Resolution | 2021 | SIGMOD | 6.297901e-05 |
| 5,522 | MDedup: Duplicate Detection with Matching Dependencies | 2020 | VLDB | 6.0956156e-05 |
| 7,509 | Entity Matching Meets Data Science: A Progress Report from the Magellan Project | 2019 | SIGMOD | 5.5062607e-05 |
| 7,516 | SystemER: A Human-in-the-loop System for Explainable Entity Resolution | 2019 | VLDB | 5.504757e-05 |
| 11,162 | SecUREmatch: Integrating Clerical Review in Privacy-Preserving Record Linkage | 2025 | SIGMOD | 4.9793485e-05 |
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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 |
|---|---|---|---|---|
| 530 | Magellan: Toward Building Entity Matching Management Systems | 2016 | VLDB | 0.00016855162 |
| 885 | Framework for Evaluating Clustering Algorithms in Duplicate Detection | 2009 | VLDB | 0.00013260551 |
| 2,110 | Comparative Analysis of Approximate Blocking Techniques for Entity Resolution | 2016 | VLDB | 9.0233278e-05 |
| 2,190 | Data Integration: After the Teenage Years | 2017 | PODS | 8.8867887e-05 |
| 3,738 | BLAST: a Loosely Schema-aware Meta-blocking Approach for Entity Resolution | 2016 | VLDB | 7.0627813e-05 |
| 3,836 | Learning Expressive Linkage Rules using Genetic Programming | 2012 | VLDB | 6.9931665e-05 |
| 5,143 | Schema-agnostic vs Schema-based Configurations for Blocking Methods on Homogeneous Data | 2016 | VLDB | 6.2569019e-05 |
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| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 11,562 | ZeroEA: A Zero-Training Entity Alignment Framework via Pre-Trained Language Model | 2024 | VLDB |
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| 6 | 5,670 | Joint Unsupervised Structure Discovery and Information Extraction | 2011 | SIGMOD |
| 7 | 11,014 | privJedAI: A Unified Open-Source Pipeline for Privacy-Preserving Record Linkage | 2026 | VLDB |
| 8 | 10,180 | Progressive Entity Matching: A Design Space Exploration | 2025 | SIGMOD |
| 9 | 12,687 | AIDA: An Online Tool for Accurate Disambiguation of Named Entities in Text and Tables | 2011 | VLDB |
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