Keyword

entity resolution

Description: A data integration process that identifies and matches records referring to the same real-world entities across datasets.

Primary topic: Data Quality and Management (62%)

Wikidata ID: wiki/Q1266546

OpenAlex ID: keywords/entity-resolution

A Three-Way Model for Collective Learning on Multi-Relational Data

2011 · Maximilian Nickel, Volker Tresp, et al. · 1,784

Real-world Data is Dirty: Data Cleansing and The Merge/Purge Problem

1998 · Mauricio A. Hernández, Salvatore J. Stolfo · Data Mining and Knowledge Discovery · 813

Data Matching

2012 · Peter Christen · Springer eBooks · 744

Interactive deduplication using active learning

2002 · Sunita Sarawagi, Anuradha Bhamidipaty · ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · 696

Data Matching: Concepts and Techniques for Record Linkage, Entity Resolution, and Duplicate Detection

2012 · Peter Christen · 598

Deep Learning for Entity Matching

2018 · Sidharth Mudgal, Han Li, et al. · Proceedings - ACM-SIGMOD International Conference on Management of Data · 554

Reference reconciliation in complex information spaces

2005 · Xin Dong, Alon Halevy, et al. · Proceedings - ACM-SIGMOD International Conference on Management of Data · 519

CrowdER

2012 · Jiannan Wang, Tim Kraska, et al. · Proceedings of the VLDB Endowment · 507

Swoosh: a generic approach to entity resolution

2008 · Omar Benjelloun, Hector Garcia-Molina, et al. · The VLDB Journal · 493

Variational Reasoning for Question Answering With Knowledge Graph

2018 · Yuyu Zhang, Hanjun Dai, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 489

The field matching problem: Algorithms and applications

1996 · Alvaro Monge, Charles Elkan · 477

Adaptive name matching in information integration

2003 · M. Bilenko, R. Mooney, et al. · IEEE Intelligent Systems · 469

Evaluation of entity resolution approaches on real-world match problems

2010 · Hanna Köpcke, Andreas Thor, et al. · Proceedings of the VLDB Endowment · 444

Private federated learning on vertically partitioned data via entity resolution and additively homomorphic encryption

2017 · Hardy, Stephen, Henecka, Wilko, et al. · arXiv (Cornell University) · 431

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RiMOM: A Dynamic Multistrategy Ontology Alignment Framework

2008 · Juanzi Li, Jie Tang, et al. · IEEE Transactions on Knowledge and Data Engineering · 425

Deep entity matching with pre-trained language models

2020 · Yuliang Li, Jinfeng Li, et al. · Proceedings of the VLDB Endowment · 403

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Integration of heterogeneous databases without common domains using queries based on textual similarity

1998 · William W. Cohen · Proceedings - ACM-SIGMOD International Conference on Management of Data · 382

Frameworks for entity matching: A comparison

2009 · Hanna Köpcke, Erhard Rahm · Data & Knowledge Engineering · 372

Entity Resolution with Markov Logic

2006 · Parag Singla, Pedro Domingos · Proceedings · 362

Entity resolution

2012 · Lise Getoor, Ashwin Machanavajjhala · Proceedings of the VLDB Endowment · 351

Learning to match and cluster large high-dimensional data sets for data integration

2002 · William W. Cohen, Jacob Richman · ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · 347

A taxonomy of privacy-preserving record linkage techniques

2012 · Dinusha Vatsalan, Peter Christen, et al. · Information Systems · 295

TAILOR: a record linkage toolbox

2003 · M.G. Elfeky, V.S. Verykios, et al. · Proceedings - International Conference on Data Engineering · 294

Crowdsourced Data Management: A Survey

2016 · Guoliang Li, Jiannan Wang, et al. · IEEE Transactions on Knowledge and Data Engineering · 290

MMKG: Multi-modal Knowledge Graphs

2019 · Ye Liu, Hui Li, et al. · Lecture notes in computer science · 283

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Works count: 4,321

Citation count: 51,240