World's Best Scientists 2026 revealed!
Georgia Koutrika

Georgia Koutrika

D-Index & Metrics

Computer Science

D-Index
31
Citations
5182
World Ranking
13510
National Ranking
119

Research.com Recognitions

  • 2018 - ACM Senior Member

Overview

Georgia Koutrika is affiliated with the Athena Research Center in Greece and has contributed extensively to the field of Computer Science, with a primary focus on Artificial Intelligence, Information Systems, and related subfields. Their research spans several specialized areas, including Management Science and Operations Research, Information Systems and Management, and Computer Vision and Pattern Recognition.

The scientist's work covers a range of topics centered on computational methods and data handling, such as Topic Modeling, Semantic Web and Ontologies, Data Quality and Management, Scientific Computing and Data Management, Natural Language Processing Techniques, Web Data Mining and Analysis, and Mobile Crowdsensing and Crowdsourcing.

Notable recent publications include:

  • A survey on deep learning approaches for text-to-SQL, 2023, The VLDB Journal
  • ScienceBenchmark: A Complex Real-World Benchmark for Evaluating Natural Language to SQL Systems, 2023, Proceedings of the VLDB Endowment
  • Special issue on "Data Exploration in the Web 3.0 Age", 2020, Future Generation Computer Systems
  • Fairness in rankings and recommendations: an overview, 2021, The VLDB Journal
  • INODE, 2022, ACM SIGMOD Record

Georgia Koutrika has frequently published in venues such as arXiv (Cornell University), Proceedings of the VLDB Endowment, The VLDB Journal, ACM SIGMOD Record, and Movebank.

The scientist has collaborated with coauthors including George Katsogiannis-Meimarakis (11 publications), Kurt Stockinger (6 publications), Sihem Amer-Yahia (6 publications), Anna Mitsopoulou (6 publications), and Mike Xydas (5 publications).

Georgia Koutrika has a forthcoming book titled Natural Language Interfaces for Databases with Deep Learning to be published by Springer International Publishing in 2025.

In 2018, the scientist was recognized as an ACM Senior Member, highlighting standing within the professional community.

Best Publications

  • Can social bookmarking improve web search

    Paul Heymann;Georgia Koutrika;Hector Garcia-Molina

  • Fighting Spam on Social Web Sites: A Survey of Approaches and Future Challenges

    P. Heymann;G. Koutrika;H. Garcia-Molina

  • Entity resolution with iterative blocking

    Steven Euijong Whang;David Menestrina;Georgia Koutrika;Martin Theobald

  • The Delos digital library reference model : foundations for digital libraries

    L. Candela;D. Castelli;N. Ferro;Y. Ioannidis

  • Personalization of queries in database systems

    G. Koutrika;Y. Ioannidis

  • FlexRecs: expressing and combining flexible recommendations

    Georgia Koutrika;Benjamin Bercovitz;Hector Garcia-Molina

  • A survey on representation, composition and application of preferences in database systems

    Kostas Stefanidis;Georgia Koutrika;Evaggelia Pitoura

  • Combating spam in tagging systems

    Georgia Koutrika;Frans Adjie Effendi;Zoltán Gyöngyi;Paul Heymann

  • Meta-Blocking: Taking Entity Resolutionto the Next Level

    George Papadakis;Georgia Koutrika;Themis Palpanas;Wolfgang Nejdl

  • Personalized queries under a generalized preference model

    G. Koutrika;Y. Ioannidis

  • Fairness in rankings and recommendations: an overview

    Evaggelia Pitoura;Kostas Stefanidis;Georgia Koutrika

  • Setting the Foundations of Digital Libraries: The DELOS Manifesto

    Leonardo Candela;Donatella Castelli;Pasquale Pagano;Costantino Thanos

  • Data clouds: summarizing keyword search results over structured data

    Georgia Koutrika;Zahra Mohammadi Zadeh;Hector Garcia-Molina

  • Précis: from unstructured keywords as queries to structured databases as answers

    Alkis Simitsis;Georgia Koutrika;Yannis Ioannidis

  • A survey on deep learning approaches for text-to-SQL

    Unknown

  • Questioning Yahoo! Answers

    Zoltan Gyongyi;Georgia Koutrika;Jan Pedersen;Hector Garcia-Molina

  • On the selection of tags for tag clouds

    Petros Venetis;Georgia Koutrika;Hector Garcia-Molina

  • Information seeking: convergence of search, recommendations, and advertising

    Hector Garcia-Molina;Georgia Koutrika;Aditya Parameswaran

  • A Unified User Profile Framework for Query Disambiguation and Personalization

    Georgia Koutrika;Yannis Ioannidis

  • Explaining structured queries in natural language

    Georgia Koutrika;Alkis Simitsis;Yannis E. Ioannidis

  • Précis: The Essence of a Query Answer

    G. Koutrika;A. Simitsis;Y. Ioannidis

  • Combating spam in tagging systems: An evaluation

    Georgia Koutrika;Frans Adjie Effendi;Zolt´n Gyöngyi;Paul Heymann

Frequent Co-Authors

Yannis E. Ioannidis
Yannis E. Ioannidis National and Kapodistrian University of Athens
Hector Garcia-Molina
Hector Garcia-Molina Stanford University
Alkis Simitsis
Alkis Simitsis Micro Focus (United States)
Evaggelia Pitoura
Evaggelia Pitoura University of Ioannina
Lucian Popa
Lucian Popa IBM (United States)
Steven J. Simske
Steven J. Simske Colorado State University
John Mylopoulos
John Mylopoulos University of Ottawa
Sihem Amer-Yahia
Sihem Amer-Yahia Grenoble Alpes University
Letizia Tanca
Letizia Tanca Polytechnic University of Milan
Shivakumar Vaithyanathan
Shivakumar Vaithyanathan IBM (United States)

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