Giovanni Simonini

According to our database, Giovanni Simonini authored at least 53 papers between 2013 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Evaluation of Dataframe Libraries for Data Preparation on a Single Machine.

Angelo Mozzillo, Luca Zecchini, Luca Gagliardelli, Adeel Aslam, Sonia Bergamaschi, Giovanni Simonini

Proceedings of the Proceedings 28th International Conference on Extending Database Technology, 2025

SPO-Join: Efficient Stream Inequality Join.

Adeel Aslam, Kaustubh Beedkar, Giovanni Simonini

Proceedings of the Proceedings 28th International Conference on Extending Database Technology, 2025

2024

Determining the Largest Overlap between Tables.

Luca Zecchini, Tobias Bleifuß, Giovanni Simonini, Sonia Bergamaschi, Felix Naumann

Proc. ACM Manag. Data, February, 2024

GSM: A generalized approach to Supervised Meta-blocking for scalable entity resolution.

Luca Gagliardelli, George Papadakis, Giovanni Simonini, Sonia Bergamaschi, Themis Palpanas

Inf. Syst., February, 2024

Stream-aware indexing for distributed inequality join processing.

Adeel Aslam, Giovanni Simonini, Luca Gagliardelli, Luca Zecchini, Sonia Bergamaschi

Inf. Syst., 2024

Overlap-Based Duplicate Table Detection.

Luca Zecchini, Tobias Bleifuß, Giovanni Simonini, Sonia Bergamaschi, Felix Naumann

Proceedings of the 32nd Symposium of Advanced Database Systems, 2024

The Future of Sustainable Data Preparation.

Barbara Pernici, Cinzia Cappiello, Edoardo Ramalli, Matteo Palmonari, Federico Belotti, Flavio De Paoli, Angelo Mozzillo, Luca Zecchini, Giovanni Simonini, Sonia Bergamaschi, Tiziana Catarci, Matteo Filosa, Marco Angelini, Dario Benvenuti

Proceedings of the 32nd Symposium of Advanced Database Systems, 2024

Efficient Stream Join Processing: Novel Approaches and Challenges.

Adeel Aslam, Giovanni Simonini

Proceedings of the 33rd International Symposium on High-Performance Parallel and Distributed Computing, 2024

2023

Experiences and Lessons Learned from the SIGMOD Entity Resolution Programming Contests.

Andrea De Angelis, Maurizio Mazzei, Federico Piai, Paolo Merialdo, Giovanni Simonini, Luca Zecchini, Sonia Bergamaschi, Donatella Firmani, Xu Chu, Peng Li, Renzhi Wu

SIGMOD Rec., June, 2023

A big data platform exploiting auditable tokenization to promote good practices inside local energy communities.

Luca Gagliardelli, Luca Zecchini, Luca Ferretti, Domenico Beneventano, Giovanni Simonini, Sonia Bergamaschi, Mirko Orsini, Luca Magnotta, Emma Mescoli, Andrea Livaldi, Nicola Gessa, Piero De Sabbata, Gianluca D'Agosta, Fabrizio Paolucci, Fabio Moretti

Future Gener. Comput. Syst., April, 2023

BrewER: Entity Resolution On-Demand.

Luca Zecchini, Giovanni Simonini, Sonia Bergamaschi, Felix Naumann

Proc. VLDB Endow., 2023

DXP: Billing Data Preparation for Big Data Analytics.

Luca Gagliardelli, Domenico Beneventano, Marco Esposito, Luca Zecchini, Giovanni Simonini, Sonia Bergamaschi, Fabio Miselli, Giuseppe Calogero Miano

CoRR, 2023

Entity Resolution On-Demand for Querying Dirty Datasets.

Giovanni Simonini, Luca Zecchini, Felix Naumann, Sonia Bergamaschi

Proceedings of the 31st Symposium of Advanced Database Systems, 2023

A general approach to Supervised Meta-Blocking.

Luca Gagliardelli, George Papadakis, Giovanni Simonini, Sonia Bergamaschi, Themis Palpanas

Proceedings of the 31st Symposium of Advanced Database Systems, 2023

Bridging the Gap between Buyers and Sellers in Data Marketplaces with Personalized Datasets.

Donatella Firmani, Jerin George Mathew, Donatello Santoro, Giovanni Simonini, Luca Zecchini

Proceedings of the 31st Symposium of Advanced Database Systems, 2023

HKS: Efficient Data Partitioning for Stateful Streaming.

Adeel Aslam, Giovanni Simonini, Luca Gagliardelli, Angelo Mozzillo, Sonia Bergamaschi

Proceedings of the Big Data Analytics and Knowledge Discovery, 2023

2022

Entity Resolution On-Demand.

Giovanni Simonini, Luca Zecchini, Sonia Bergamaschi, Felix Naumann

Proc. VLDB Endow., 2022

Generalized Supervised Meta-blocking.

Luca Gagliardelli, George Papadakis, Giovanni Simonini, Sonia Bergamaschi, Themis Palpanas

Proc. VLDB Endow., 2022

Generalized Supervised Meta-blocking (technical report).

Luca Gagliardelli, George Papadakis, Giovanni Simonini, Sonia Bergamaschi, Themis Palpanas

CoRR, 2022

Progressive Entity Resolution with Node Embeddings.

Giovanni Simonini, Luca Gagliardelli, Michele Rinaldi, Luca Zecchini, Giulio De Sabbata, Adeel Aslam, Domenico Beneventano, Sonia Bergamaschi

Proceedings of the 30th Italian Symposium on Advanced Database Systems, 2022

ECDP: A Big Data Platform for the Smart Monitoring of Local Energy Communities.

Luca Gagliardelli, Luca Zecchini, Domenico Beneventano, Giovanni Simonini, Sonia Bergamaschi, Mirko Orsini, Luca Magnotta, Emma Mescoli, Andrea Livaldi, Nicola Gessa, Piero De Sabbata, Gianluca D'Agosta, Fabrizio Paolucci

Proceedings of the Workshops of the EDBT/ICDT 2022 Joint Conference, 2022

2021

Reproducible experiments on Three-Dimensional Entity Resolution with JedAI.

Georgios M. Mandilaras, George Papadakis, Luca Gagliardelli, Giovanni Simonini, Emmanouil Thanos, George Giannakopoulos, Sonia Bergamaschi, Themis Palpanas, Manolis Koubarakis, Alicia Lara-Clares, Antonio Fariña

Inf. Syst., 2021

The Case for Multi-task Active Learning Entity Resolution (Discussion Paper).

Giovanni Simonini, Henrique Saccani, Luca Gagliardelli, Luca Zecchini, Domenico Beneventano, Sonia Bergamaschi

Proceedings of the 29th Italian Symposium on Advanced Database Systems, 2021

2020

<i>BLAST2</i>: An Efficient Technique for Loose Schema Information Extraction from Heterogeneous Big Data Sources.

Domenico Beneventano, Sonia Bergamaschi, Luca Gagliardelli, Giovanni Simonini

ACM J. Data Inf. Qual., 2020

Three-dimensional Entity Resolution with JedAI.

George Papadakis, Georgios M. Mandilaras, Luca Gagliardelli, Giovanni Simonini, Emmanouil Thanos, George Giannakopoulos, Sonia Bergamaschi, Themis Palpanas, Manolis Koubarakis

Inf. Syst., 2020

Entity Resolution on Camera Records Without Machine Learning.

Luca Zecchini, Giovanni Simonini, Sonia Bergamaschi

Proceedings of the 2nd International Workshop on Challenges and Experiences from Data Integration to Knowledge Graphs co-located with 46th International Conference on Very Large Data Bases, 2020

Scaling Up Record-level Matching Rules.

Luca Gagliardelli, Giovanni Simonini, Sonia Bergamaschi

Proceedings of the 28th Italian Symposium on Advanced Database Systems, 2020

RulER: Scaling Up Record-level Matching Rules.

Luca Gagliardelli, Giovanni Simonini, Sonia Bergamaschi

Proceedings of the 23rd International Conference on Extending Database Technology, 2020

JedAI³ : beyond batch, blocking-based Entity Resolution.

George Papadakis, Leonidas Tsekouras, Emmanouil Thanos, Nikiforos Pittaras, Giovanni Simonini, Dimitrios Skoutas, Paul Isaris, George Giannakopoulos, Themis Palpanas, Manolis Koubarakis

Proceedings of the 23rd International Conference on Extending Database Technology, 2020

Dagger: A Data (not code) Debugger.

El Kindi Rezig, Lei Cao, Giovanni Simonini, Maxime Schoemans, Samuel Madden, Nan Tang, Mourad Ouzzani, Michael Stonebraker

Proceedings of the 10th Conference on Innovative Data Systems Research, 2020

2019

Schema-Agnostic Progressive Entity Resolution.

Giovanni Simonini, George Papadakis, Themis Palpanas, Sonia Bergamaschi

IEEE Trans. Knowl. Data Eng., 2019

Data Civilizer 2.0: A Holistic Framework for Data Preparation and Analytics.

El Kindi Rezig, Lei Cao, Michael Stonebraker, Giovanni Simonini, Wenbo Tao, Samuel Madden, Mourad Ouzzani, Nan Tang, Ahmed K. Elmagarmid

Proc. VLDB Endow., 2019

Scaling entity resolution: A loosely schema-aware approach.

Giovanni Simonini, Luca Gagliardelli, Sonia Bergamaschi, H. V. Jagadish

Inf. Syst., 2019

Computing inter-document similarity with Context Semantic Analysis.

Fabio Benedetti, Domenico Beneventano, Sonia Bergamaschi, Giovanni Simonini

Inf. Syst., 2019

Schema-agnostic Progressive Entity Resolution (extended version).

Giovanni Simonini, George Papadakis, Themis Palpanas, Sonia Bergamaschi

CoRR, 2019

Entity Resolution and Data Fusion: An Integrated Approach.

Domenico Beneventano, Sonia Bergamaschi, Luca Gagliardelli, Giovanni Simonini

Proceedings of the 27th Italian Symposium on Advanced Database Systems, 2019

SparkER: Scaling Entity Resolution in Spark.

Luca Gagliardelli, Giovanni Simonini, Domenico Beneventano, Sonia Bergamaschi

Proceedings of the Advances in Database Technology, 2019

2018

Towards Progressive Search-driven Entity Resolution.

Alberto Pietrangelo, Giovanni Simonini, Sonia Bergamaschi, Felix Naumann, Ioannis K. Koumarelas

Proceedings of the 26th Italian Symposium on Advanced Database Systems, 2018

MOMIS Dashboard: A Powerful Data Analytics Tool for Industry 4.0.

Luca Magnotta, Luca Gagliardelli, Giovanni Simonini, Mirko Orsini, Sonia Bergamaschi

Proceedings of the Transdisciplinary Engineering Methods for Social Innovation of Industry 4.0, 2018

BigDedup: A Big Data Integration Toolkit for Duplicate Detection in Industrial Scenarios.

Luca Gagliardelli, Song Zhu, Giovanni Simonini, Sonia Bergamaschi

Proceedings of the Transdisciplinary Engineering Methods for Social Innovation of Industry 4.0, 2018

How Improve Set Similarity Join Based on Prefix Approach in Distributed Environment.

Song Zhu, Luca Gagliardelli, Giovanni Simonini, Domenico Beneventano

Proceedings of the 2018 International Conference on High Performance Computing & Simulation, 2018

Enhancing Loosely Schema-aware Entity Resolution with User Interaction.

Giovanni Simonini, Luca Gagliardelli, Song Zhu, Sonia Bergamaschi

Proceedings of the 2018 International Conference on High Performance Computing & Simulation, 2018

From Data Integration to Big Data Integration.

Sonia Bergamaschi, Domenico Beneventano, Federica Mandreoli, Riccardo Martoglia, Francesco Guerra, Mirko Orsini, Laura Po, Maurizio Vincini, Giovanni Simonini, Song Zhu, Luca Gagliardelli, Luca Magnotta

Proceedings of the A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years., 2018

2017

SOPJ: A Scalable Online Provenance Join for Data Integration.

Song Zhu, Giuseppe Fiameni, Giovanni Simonini, Sonia Bergamaschi

Proceedings of the 2017 International Conference on High Performance Computing & Simulation, 2017

2016

BLAST: a Loosely Schema-aware Meta-blocking Approach for Entity Resolution.

Giovanni Simonini, Sonia Bergamaschi, H. V. Jagadish

Proc. VLDB Endow., 2016

Providing Insight into Data Source Topics.

Sonia Bergamaschi, Davide Ferrari, Francesco Guerra, Giovanni Simonini, Yannis Velegrakis

J. Data Semant., 2016

Enhancing Entity Resolution Efficiency with Loosely Schema-aware Techniques.

Giovanni Simonini, Sonia Bergamaschi

Proceedings of the 24th Italian Symposium on Advanced Database Systems, 2016

2015

Supporting Image Search with Tag Clouds: A Preliminary Approach.

Francesco Guerra, Giovanni Simonini, Maurizio Vincini

Adv. Multim., 2015

Big data exploration with faceted browsing.

Giovanni Simonini, Song Zhu

Proceedings of the 2015 International Conference on High Performance Computing & Simulation, 2015

2014

Discovering the Topics of a Data Source: a Statistical Approach.

Sonia Bergamaschi, Davide Ferrari, Francesco Guerra, Giovanni Simonini

Proceedings of the Workshop on Surfacing the Deep and the Social Web co-located with the 13th International Semantic Web Conference (ISWC 2014), 2014

Towards Declarative Imperative Data-parallel Systems.

Matteo Interlandi, Giovanni Simonini, Sonia Bergamaschi

Proceedings of the 22nd Italian Symposium on Advanced Database Systems, 2014

Using big data to support automatic Word Sense Disambiguation.

Giovanni Simonini, Francesco Guerra

Proceedings of the International Conference on High Performance Computing & Simulation, 2014

2013

Keyword Search over Relational Databases: Issues, Approaches and Open Challenges.

Sonia Bergamaschi, Francesco Guerra, Giovanni Simonini

Proceedings of the Bridging Between Information Retrieval and Databases, 2013