George Papadakis

Orcid: 0000-0002-7298-9431

Affiliations:
  • National and Kapodistrian University of Athens, Greece
  • Athena Research Center, Institute for the Management of Information Systems (IMIS), Greece (former)
  • L3S Research Center, Hanover, Germany (former)
  • Leibniz University of Hanover, Informatics and Computer Science Department, Germany (PhD 2013)


According to our database1, George Papadakis authored at least 97 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Open benchmark for filtering techniques in entity resolution.
VLDB J., September, 2024

GSM: A generalized approach to Supervised Meta-blocking for scalable entity resolution.
Inf. Syst., February, 2024

Three-dimensional Geospatial Interlinking with JedAI-spatial.
J. Web Semant., 2024

The Five Generations of Entity Resolution on Web Data.
Proceedings of the Web Engineering - 24th International Conference, 2024

The Open V2X Management Platform.
Proceedings of the Web Engineering - 24th International Conference, 2024

Using LLMs to Extract Food Entities from Cooking Recipes.
Proceedings of the 40th International Conference on Data Engineering, ICDE 2024, 2024

Time Series Problems in the Energy Sector.
Proceedings of the 40th International Conference on Data Engineering, ICDE 2024, 2024

A Critical Re-evaluation of Record Linkage Benchmarks for Learning-Based Matching Algorithms.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Unveiling Dis-Integration.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

2023
An analysis of one-to-one matching algorithms for entity resolution.
VLDB J., November, 2023

A large reproducible benchmark on text classification for the legal domain based on the ECHR-OD repository.
Inf. Syst., October, 2023

Pre-trained Embeddings for Entity Resolution: An Experimental Analysis.
Proc. VLDB Endow., 2023

A Critical Re-evaluation of Benchmark Datasets for (Deep) Learning-Based Matching Algorithms.
CoRR, 2023

Pre-trained Embeddings for Entity Resolution: An Experimental Analysis [Experiment, Analysis & Benchmark].
CoRR, 2023

A general approach to Supervised Meta-Blocking.
Proceedings of the 31st Symposium of Advanced Database Systems, 2023

Benchmarking Filtering Techniques for Entity Resolution.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Supervised Scheduling for Geospatial Interlinking.
Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

Déduplication sur des Types d'Attributs Hétérogènes.
Proceedings of the Extraction et Gestion des Connaissances, 2023

Self-configured Entity Resolution with pyJedAI.
Proceedings of the IEEE International Conference on Big Data, 2023

2022
Static and Dynamic Progressive Geospatial Interlinking.
ACM Trans. Spatial Algorithms Syst., June, 2022

Generalized Supervised Meta-blocking.
Proc. VLDB Endow., 2022

Generalized Supervised Meta-blocking (technical report).
CoRR, 2022

How to reduce the search space of Entity Resolution: with Blocking or Nearest Neighbor search?
CoRR, 2022

pyJedAI: a Lightsaber for Link Discovery.
Proceedings of the ISWC 2022 Posters, 2022

Bipartite Graph Matching Algorithms for Clean-Clean Entity Resolution: An Empirical Evaluation.
Proceedings of the 25th International Conference on Extending Database Technology, 2022

Deduplication Over Heterogeneous Attribute Types (D-HAT).
Proceedings of the Advanced Data Mining and Applications - 18th International Conference, 2022

2021
The Four Generations of Entity Resolution
Synthesis Lectures on Data Management, Morgan & Claypool Publishers, ISBN: 978-3-031-01878-7, 2021

ExtremeEarth Meets Satellite Data From Space.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Text classification with semantically enriched word embeddings.
Nat. Lang. Eng., 2021

Reproducible experiments on Three-Dimensional Entity Resolution with JedAI.
Inf. Syst., 2021

Blocking and Filtering Techniques for Entity Resolution: A Survey.
ACM Comput. Surv., 2021

An Overview of End-to-End Entity Resolution for Big Data.
ACM Comput. Surv., 2021

Bipartite Graph Matching Algorithms for Entity Resolution: An Empirical Evaluation.
CoRR, 2021

Progressive, Holistic Geospatial Interlinking.
Proceedings of the WWW '21: The Web Conference 2021, 2021

Ontop4theWeb: SPARQLing the Web On-the-fly.
Proceedings of the 15th IEEE International Conference on Semantic Computing, 2021

2020
Three-dimensional Entity Resolution with JedAI.
Inf. Syst., 2020

OBDA for the Web: Creating Virtual RDF Graphs On Top of Web Data Sources.
CoRR, 2020

JedAI<sup>3</sup> : beyond batch, blocking-based Entity Resolution.
Proceedings of the 23rd International Conference on Extending Database Technology, 2020

Entity Resolution: Past, Present and Yet-to-Come.
Proceedings of the 23rd International Conference on Extending Database Technology, 2020

2019
Schema-Agnostic Progressive Entity Resolution.
IEEE Trans. Knowl. Data Eng., 2019

Domain- and Structure-Agnostic End-to-End Entity Resolution with JedAI.
SIGMOD Rec., 2019

End-to-End Entity Resolution for Big Data: A Survey.
CoRR, 2019

Schema-agnostic Progressive Entity Resolution (extended version).
CoRR, 2019

A Survey of Blocking and Filtering Techniques for Entity Resolution.
CoRR, 2019

Comparative Analysis of Content-based Personalized Microblog Recommendations [Experiments and Analysis].
CoRR, 2019

GeoSensor: semantifying change and event detection over big data.
Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019

Comparative Analysis of Content-based Personalized Microblog Recommendations.
Proceedings of the Advances in Database Technology, 2019

MinoanER: Schema-Agnostic, Non-Iterative, Massively Parallel Resolution of Web Entities.
Proceedings of the Advances in Database Technology, 2019

2018
Analyzing and Predicting Spatial Crime Distribution Using Crowdsourced and Open Data.
ACM Trans. Spatial Algorithms Syst., 2018

The return of JedAI: End-to-End Entity Resolution for Structured and Semi-Structured Data.
Proc. VLDB Endow., 2018

GeoSensor: On-line Scalable Change and Event Detection over Big Data.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Simplifying Entity Resolution on Web Data with Schema-Agnostic, Non-Iterative Matching.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

SPARQLing-Up the Web on-the-fly using Ontologies and Mappings.
Proceedings of the 31st International Workshop on Description Logics co-located with 16th International Conference on Principles of Knowledge Representation and Reasoning (KR 2018), Tempe, Arizona, US, October 27th - to, 2018

2017
Parallel meta-blocking for scaling entity resolution over big heterogeneous data.
Inf. Syst., 2017

Big, Linked Geospatial Data and Its Applications in Earth Observation.
IEEE Internet Comput., 2017


Multi-core Meta-blocking for Big Linked Data.
Proceedings of the 13th International Conference on Semantic Systems, 2017

JedAI: The Force Behind Entity Resolution.
Proceedings of the Semantic Web: ESWC 2017 Satellite Events - ESWC 2017 Satellite Events, Portorož, Slovenia, May 28, 2017

2016
Graph vs. bag representation models for the topic classification of web documents.
World Wide Web, 2016

Comparative Analysis of Approximate Blocking Techniques for Entity Resolution.
Proc. VLDB Endow., 2016

Boosting the Efficiency of Large-Scale Entity Resolution with Enhanced Meta-Blocking.
Big Data Res., 2016

Blocking for large-scale Entity Resolution: Challenges, algorithms, and practical examples.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

Scaling Entity Resolution to Large, Heterogeneous Data with Enhanced Meta-blocking.
Proceedings of the 19th International Conference on Extending Database Technology, 2016

2015
Methods for web revisitation prediction: survey and experimentation.
User Model. User Adapt. Interact., 2015

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

Large-scale evaluation framework for local influence theories in Twitter.
Inf. Process. Manag., 2015

Parallel meta-blocking: Realizing scalable entity resolution over large, heterogeneous data.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

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

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

2013
Blocking techniques for efficient entity resolution over large, highly heterogeneous information spaces.
PhD thesis, 2013

A Blocking Framework for Entity Resolution in Highly Heterogeneous Information Spaces.
IEEE Trans. Knowl. Data Eng., 2013

Comparative analysis of a-priori and a-posteriori dietary patterns using state-of-the-art classification algorithms: A case/case-control study.
Artif. Intell. Medicine, 2013

2012
Social media meta-API: leveraging the content of social networks.
Proceedings of the 21st World Wide Web Conference, 2012

Textual and contextual patterns for sentiment analysis over microblogs.
Proceedings of the 21st World Wide Web Conference, 2012

Beyond 100 million entities: large-scale blocking-based resolution for heterogeneous data.
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, 2012

Client- and server-side revisitation prediction with SUPRA.
Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics, 2012

Influence patterns in topic communities of social media.
Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics, 2012

Representation models for text classification: a comparative analysis over three web document types.
Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics, 2012

SocIoS: A Social Media Application Ontology.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2012 Workshops, 2012

An Ontology for Social Networking Sites Interoperability.
Proceedings of the KEOD 2012 - Proceedings of the International Conference on Knowledge Engineering and Ontology Development, Barcelona, Spain, 4, 2012

Content vs. context for sentiment analysis: a comparative analysis over microblogs.
Proceedings of the 23rd ACM Conference on Hypertext and Social Media, 2012

2011
Efficient entity resolution for large heterogeneous information spaces.
Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011

To compare or not to compare: making entity resolution more efficient.
Proceedings of the International Workshop on Semantic Web Information Management, 2011

Generating Resource Profiles by Exploiting the Context of Social Annotations.
Proceedings of the Semantic Web - ISWC 2011, 2011

Eliminating the redundancy in blocking-based entity resolution methods.
Proceedings of the 2011 Joint International Conference on Digital Libraries, 2011

Detecting and exploiting stability in evolving heterogeneous information spaces.
Proceedings of the 2011 Joint International Conference on Digital Libraries, 2011

Supporting revisitation with contextual suggestions.
Proceedings of the 2011 Joint International Conference on Digital Libraries, 2011

A Layered Approach to Revisitation Prediction.
Proceedings of the Web Engineering - 11th International Conference, 2011

Efficient entity resolution methods for heterogeneous information spaces.
Proceedings of the Workshops Proceedings of the 27th International Conference on Data Engineering, 2011

Beyond the usual suspects: context-aware revisitation support.
Proceedings of the HT'11, 2011

2010
Decay-based Ranking for Social Application Content.
Proceedings of the WEBIST 2010, 2010

In-Context Annotations for Refinding and Sharing.
Proceedings of the Web Information Systems and Technologies - 6th International Conference, 2010

How Predictable Are You? A Comparison of Prediction Algorithms for Web Page Revisitation.
Proceedings of the LWA 2010, 2010

The missing links: discovering hidden same-as links among a billion of triples.
Proceedings of the iiWAS'2010, 2010

Efficient Term Cloud Generation for Streaming Web Content.
Proceedings of the Web Engineering, 10th International Conference, 2010

The impact of bookmarks and annotations on refinding information.
Proceedings of the HT'10, 2010

2008
MyCites: An Intelligent Information System for Maintaining Citations.
Proceedings of the Artificial Intelligence: Theories, 2008


  Loading...