Georgia Koutrika

Orcid: 0000-0002-7377-0116

Affiliations:
  • HP Labs, USA
  • IBM Almaden Research Center, USA
  • Stanford University, USA


According to our database1, Georgia Koutrika authored at least 115 papers between 2004 and 2025.

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Bibliography

2025
Analysis of Text-to-SQL Benchmarks: Limitations, Challenges and Opportunities.
Proceedings of the Proceedings 28th International Conference on Extending Database Technology, 2025

QueryER: A Framework for Fast Analysis-Aware Deduplication over Dirty Data.
Proceedings of the Proceedings 28th International Conference on Extending Database Technology, 2025

2024
Optimizing Neighborhoods for Fair Top-N Recommendation.
Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization, 2024

Natural Language Data Interfaces: A Data Access Odyssey (Invited Talk).
Proceedings of the 27th International Conference on Database Theory, 2024

Guided SQL-Based Data Exploration with User Feedback.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

FreqyWM: Frequency Watermarking for the New Data Economy.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

QPSeeker: An Efficient Neural Planner combining both data and queries through Variational Inference.
Proceedings of the Proceedings 27th International Conference on Extending Database Technology, 2024

AI and Human in Data Analytics: Who leads this Dance?
Proceedings of the 26th International Workshop on Design, 2024

2023
ScienceBenchmark: A Complex Real-World Benchmark for Evaluating Natural Language to SQL Systems.
Proc. VLDB Endow., December, 2023

A survey on deep learning approaches for text-to-SQL.
VLDB J., July, 2023

Front Matter.
Proc. VLDB Endow., 2023

Natural Language Interfaces for Databases with Deep Learning.
Proc. VLDB Endow., 2023

Data Democratisation with Deep Learning: The Anatomy of a Natural Language Data Interface.
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Second Data Economy Workshop (DEC).
Proceedings of the Companion of the 2023 International Conference on Management of Data, 2023

Natural Language Data Interfaces: From Keyword Search to ChatGPT, are we there yet?
Proceedings of the Workshops of the EDBT/ICDT 2023 Joint Conference, 2023

2022
Fairness in rankings and recommendations: an overview.
VLDB J., 2022

Diversity and Inclusion Activities in Database Conferences: A 2021 Report.
SIGMOD Rec., 2022

Front Matter.
Proc. VLDB Endow., 2022


2021
INODE: Building an End-to-End Data Exploration System in Practice.
SIGMOD Rec., 2021

DatAgent: The Imminent Age of Intelligent Data Assistants.
Proc. VLDB Endow., 2021

INODE: Building an End-to-End Data Exploration System in Practice [Extended Vision].
CoRR, 2021

Let the Database Talk Back: Natural Language Explanations for SQL.
Proceedings of the 2nd Workshop on Search, 2021

A Deep Dive into Deep Learning Approaches for Text-to-SQL Systems.
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

PyExplore: Query Recommendations for Data Exploration without Query Logs.
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

An In-Depth Benchmarking of Text-to-SQL Systems.
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Fairness-aware Methods in Rankings and Recommenders.
Proceedings of the 22nd IEEE International Conference on Mobile Data Management, 2021

Fairness in Rankings and Recommenders: Models, Methods and Research Directions.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Deep Learning Approaches for Text-to-SQL Systems.
Proceedings of the 24th International Conference on Extending Database Technology, 2021

2020
Special issue on "Data Exploration in the Web 3.0 Age".
Future Gener. Comput. Syst., 2020

Analysis of Database Search Systems with THOR.
Proceedings of the 2020 International Conference on Management of Data, 2020

Recommendations as Graph Explorations.
Proceedings of the RecSys 2020: Fourteenth ACM Conference on Recommender Systems, 2020

Fairness in Rankings and Recommenders.
Proceedings of the 23rd International Conference on Extending Database Technology, 2020

2019
Figuring out the User in a Few Steps: Bayesian Multifidelity Active Search with Cokriging.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

The Evolution of Search Over Structured Data: From SQL to Natural Language.
Proceedings of the 8th International Conference on Data Science, 2019

2018
Recommendations for Explorations based on Graphs.
Proceedings of the 5th International Workshop on Exploratory Search in Databases and the Web, 2018

Modern Recommender Systems: from Computing Matrices to Thinking with Neurons.
Proceedings of the 2018 International Conference on Management of Data, 2018

Finding Related Forum Posts through Content Similarity over Intention-Based Segmentation (Extended Abstract).
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Modeling and Exploiting Goal and Action Associations for Recommendations.
Proceedings of the 21st International Conference on Extending Database Technology, 2018

Recent Advances in Recommender Systems: Matrices, Bandits, and Blenders.
Proceedings of the 21st International Conference on Extending Database Technology, 2018

2017
A Study of Web Print: What People Print in the Digital Era.
ACM Trans. Web, 2017

Finding Related Forum Posts through Content Similarity over Intention-Based Segmentation.
IEEE Trans. Knowl. Data Eng., 2017

GnosisMiner: Reading Order Recommendations over Document Collections.
Proceedings of the 20th International Conference on Extending Database Technology, 2017

2016
The Goal Behind the Action: Toward Goal-Aware Systems and Applications.
ACM Trans. Database Syst., 2016

Report on the Third International Workshop on Exploratory Search in Databases and the Web (ExploreDB 2016).
SIGMOD Rec., 2016

CourseNavigator: interactive learning path exploration.
Proceedings of the Third International Workshop on Exploratory Search in Databases and the Web, 2016

2015
Report on the Second International Workshop on Exploratory Search in Databases and the Web (ExploreDB 2015).
SIGMOD Rec., 2015

Schema-agnostic vs Schema-based Configurations for Blocking Methods on Homogeneous Data.
Proc. VLDB Endow., 2015

Goals in Social Media, information retrieval and intelligent agents.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

LearningAssistant: A novel learning resource recommendation system.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Generating reading orders over document collections.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

To print or not to print: hybrid learning with METIS learning platform.
Proceedings of the 7th ACM SIGCHI Symposium on Engineering Interactive Computing Systems, 2015

Data Personalization.
Proceedings of the Data Management in Pervasive Systems, 2015

2014
Meta-Blocking: Taking Entity Resolutionto the Next Level.
IEEE Trans. Knowl. Data Eng., 2014

PrefDB: Supporting Preferences as First-Class Citizens in Relational Databases.
IEEE Trans. Knowl. Data Eng., 2014

Report on the First International Workshop on Exploratory Search in Databases and the Web (ExploreDB 2014).
SIGMOD Rec., 2014

Supervised Meta-blocking.
Proc. VLDB Endow., 2014

Learn2Learn: A Visual Educational System for Study Planning.
Proceedings of the 17th International Conference on Extending Database Technology, 2014

Multi-Engine Search and Language Translation.
Proceedings of the Workshops of the EDBT/ICDT 2014 Joint Conference (EDBT/ICDT 2014), 2014

Exploratory Search in Databases and the Web.
Proceedings of the Workshops of the EDBT/ICDT 2014 Joint Conference (EDBT/ICDT 2014), 2014

2013
Preference-Based Query Personalization.
Proceedings of the Advanced Query Processing, Volume 1: Issues and Trends, 2013

User Analytics with UbeOne: Insights into Web Printing.
Proc. VLDB Endow., 2013

The farm: where pig scripts are bred and raised.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

HIL: a high-level scripting language for entity integration.
Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013

Mirror mirror on the wall, which query's fairest of them all?
Proceedings of the Sixth Biennial Conference on Innovative Data Systems Research, 2013

High-Level Rules for Integration and Analysis of Data: New Challenges.
Proceedings of the In Search of Elegance in the Theory and Practice of Computation, 2013

2012
Logos: a system for translating queries into narratives.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

PrefDB: bringing preferences closer to the DBMS.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

Surfacing time-critical insights from social media.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

A Survey on Proximity Measures for Social Networks.
Proceedings of the Search Computing - Broadening Web Search, 2012

Towards Preference-aware Relational Databases.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

2011
A survey on representation, composition and application of preferences in database systems.
ACM Trans. Database Syst., 2011

Personalized DBMS: an Elephant in Disguise or a Chameleon?
IEEE Data Eng. Bull., 2011

Extracting, Linking and Integrating Data from Public Sources: A Financial Case Study.
IEEE Data Eng. Bull., 2011

Information seeking: convergence of search, recommendations, and advertising.
Commun. ACM, 2011

On the selection of tags for tag clouds.
Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011

On Principles of Egocentric Person Search in Social Networks.
Proceedings of the First International Workshop on Searching and Integrating New Web Data Sources, 2011

2010
Personalizing queries based on networks of composite preferences.
ACM Trans. Database Syst., 2010

Guest editorial: Special issue on collective intelligence.
Inf. Sci., 2010

Recsplorer: recommendation algorithms based on precedence mining.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Explaining structured queries in natural language.
Proceedings of the 26th International Conference on Data Engineering, 2010

Representation, composition and application of preferences in databases.
Proceedings of the 26th International Conference on Data Engineering, 2010

A Survey of Context-Aware Cross-Digital Library Personalization.
Proceedings of the Adaptive Multimedia Retrieval. Context, Exploration, and Fusion, 2010

2009
Social sites research through CourseRank.
SIGMOD Rec., 2009

Third int'l workshop on "personalized access, profile management, and context awareness in databases" (PersDB 2009).
SIGMOD Rec., 2009

Entity resolution with iterative blocking.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

FlexRecs: expressing and combining flexible recommendations.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

CourseRank: a social system for course planning.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

CourseRank: A Closed-Community Social System through the Magnifying Glass.
Proceedings of the Third International Conference on Weblogs and Social Media, 2009

Flexible Recommendations for Course Planning.
Proceedings of the 25th International Conference on Data Engineering, 2009

CourseCloud: summarizing and refining keyword searches over structured data.
Proceedings of the EDBT 2009, 2009

Data clouds: summarizing keyword search results over structured data.
Proceedings of the EDBT 2009, 2009

Social Systems: Can We Do More Than Just Poke Friends?
Proceedings of the Fourth Biennial Conference on Innovative Data Systems Research, 2009

2008
Précis: from unstructured keywords as queries to structured databases as answers.
VLDB J., 2008

Combating spam in tagging systems: An evaluation.
ACM Trans. Web, 2008

Can social bookmarking improve web search?
Proceedings of the International Conference on Web Search and Web Data Mining, 2008

OLAP Cubes for Social Searches: Standing on the Shoulders of Giants?
Proceedings of the 11th International Workshop on the Web and Databases, 2008

Flexible recommendations over rich data.
Proceedings of the 2008 ACM Conference on Recommender Systems, 2008

Synthesizing structured text from logical database subsets.
Proceedings of the EDBT 2008, 2008

2007
Fighting Spam on Social Web Sites: A Survey of Approaches and Future Challenges.
IEEE Internet Comput., 2007

Setting the Foundations of Digital Libraries: The DELOS Manifesto.
D Lib Mag., 2007

Generalized Précis Queries for Logical Database Subset Creation.
Proceedings of the 23rd International Conference on Data Engineering, 2007

Combating Spam in Tagging Systems.
Proceedings of the AIRWeb 2007, 2007

2006
Précis: The Essence of a Query Answer.
Proceedings of the 22nd International Conference on Data Engineering, 2006

An Enhanced Search Interface for Information Discovery from Digital Libraries.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2006

Pattern-Based Query Answering.
Proceedings of the Current Trends in Database Technology - EDBT 2006, 2006

Comprehensible Answers to Précis Queries.
Proceedings of the Advanced Information Systems Engineering, 18th International Conference, 2006

2005
Εξατομίκευση επερωτήσεων σύμφωνα με τις προτιμήσεις του χρήστη
PhD thesis, 2005

Personalized Systems: Models and Methods from an IR and DB Perspective.
Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005

Constrained Optimalities in Query Personalization.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005

Personalized Queries under a Generalized Preference Model.
Proceedings of the 21st International Conference on Data Engineering, 2005

Database Query Personalization.
Proceedings of the Encyclopedia of Database Technologies and Applications, 2005

2004
Rule-based query personalization in digital libraries.
Int. J. Digit. Libr., 2004

Personalization of Queries in Database Systems.
Proceedings of the 20th International Conference on Data Engineering, 2004

Personalization of Queries based on User Preferences.
Proceedings of the Preferences: Specification, Inference, Applications, 27. June, 2004


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