World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
97
Citations
45744
World Ranking
417
National Ranking
230

Research.com Recognitions

  • 2006 - ACM Fellow For contributions to data integration and knowledge representation.

Overview

Alon Halevy is affiliated with Facebook in the United States. Their primary research domain lies within Computer Science, with a substantial focus on Artificial Intelligence. Their scholarly output includes 60 publications, with 49 specifically addressing Artificial Intelligence topics. Additional subfields of study include Sociology and Political Science, Information Systems, Health Informatics, and Safety Research.

Their work encompasses a variety of research topics, notably:

  • Topic Modeling
  • Natural Language Processing Techniques
  • Misinformation and Its Impacts
  • Sentiment Analysis and Opinion Mining
  • Semantic Web and Ontologies
  • AI in Service Interactions
  • Artificial Intelligence in Healthcare and Education

Halevy has co-authored papers frequently with several researchers, including Fabrizio Silvestri (6 collaborations), Jane Dwivedi-Yu (5 collaborations), Michael J. Franklin (4 collaborations), Tanmoy Chakraborty (4 collaborations), and Preslav Nakov (4 collaborations).

The scientist's work has appeared repeatedly in prominent venues such as arXiv (Cornell University) with 16 publications, ACM SIGMOD Record and Proceedings of the VLDB Endowment (2 publications each), Communications of the ACM (2 publications), and Nature Machine Intelligence (1 publication).

Notable recent publications include:

  • The Seattle Report on Database Research, 2020, ACM SIGMOD Record
  • Factuality challenges in the era of large language models and opportunities for fact-checking, 2024, Nature Machine Intelligence
  • Building Human Values into Recommender Systems: An Interdisciplinary Synthesis, 2023, ACM Transactions on Recommender Systems
  • The Moral Integrity Corpus: A Benchmark for Ethical Dialogue Systems, 2022, Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  • Detecting and Understanding Harmful Memes: A Survey, 2022, Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence

Alon Halevy was recognized as an ACM Fellow in 2006 for contributions to data integration and knowledge representation.

Best Publications

  • Answering queries using views: A survey

    Alon Y. Halevy

  • The Unreasonable Effectiveness of Data

    A. Halevy;P. Norvig;F. Pereira

  • Crowdsourcing systems on the World-Wide Web

    Anhai Doan;Raghu Ramakrishnan;Alon Y. Halevy

  • Learning to map between ontologies on the semantic web

    AnHai Doan;Jayant Madhavan;Pedro Domingos;Alon Halevy

  • Reconciling schemas of disparate data sources: a machine-learning approach

    AnHai Doan;Pedro Domingos;Alon Y. Halevy

  • From databases to dataspaces: a new abstraction for information management

    Michael Franklin;Alon Halevy;David Maier

  • Similarity search for web services

    Xin Dong;Alon Halevy;Jayant Madhavan;Ema Nemes

  • Database techniques for the World-Wide Web: a survey

    Daniela Florescu;Alon Levy;Alberto Mendelzon

  • Data integration: the teenage years

    Alon Halevy;Anand Rajaraman;Joann Ordille

  • Principles of Data Integration

    AnHai Doan;Alon Halevy;Zachary Ives

  • WebTables: exploring the power of tables on the web

    Michael J. Cafarella;Alon Halevy;Daisy Zhe Wang;Eugene Wu

  • A query language for XML

    Alin Deutsch;Mary Fernandez;Daniela Florescu;Alon Levy

  • Reference reconciliation in complex information spaces

    Xin Dong;Alon Halevy;Jayant Madhavan

  • Ontology Matching: A Machine Learning Approach

    AnHai Doan;Jayant Madhavan;Pedro M. Domingos;Alon Y. Halevy

  • Semantic-integration research in the database community: A brief survey

    AnHai Doan;Alon Y. Halevy

  • ULDBs: databases with uncertainty and lineage

    Omar Benjelloun;Anish Das Sarma;Alon Halevy;Jennifer Widom

  • Learning to match ontologies on the Semantic Web

    AnHai Doan;Jayant Madhavan;Robin Dhamankar;Pedro Domingos

  • An adaptive query execution system for data integration

    Zachary G. Ives;Daniela Florescu;Marc Friedman;Alon Levy

  • Schema mediation in peer data management systems

    A.Y. Halevy;Z.G. Ives;D. Suciu;I. Tatarinov

  • iMAP: discovering complex semantic matches between database schemas

    Robin Dhamankar;Yoonkyong Lee;AnHai Doan;Alon Halevy

Frequent Co-Authors

Jayant Madhavan
Jayant Madhavan Google (United States)
AnHai Doan
AnHai Doan University of Wisconsin–Madison
Zachary G. Ives
Zachary G. Ives University of Pennsylvania
Michael J. Franklin
Michael J. Franklin University of Chicago
Philip A. Bernstein
Philip A. Bernstein Microsoft (United States)
Anish Das Sarma
Anish Das Sarma Google (United States)
Jennifer Widom
Jennifer Widom Stanford University
Dan Suciu
Dan Suciu University of Washington
Pedro Domingos
Pedro Domingos University of Washington
Gerhard Weikum
Gerhard Weikum Max Planck Institute for Informatics

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