Giovanni Simonini

Publication Activity (10 Years)

Years Active: 2013-2025
Publications (10 Years): 46

Top Topics

Data Preparation

Entity Resolution

Top Venues

Proc. VLDB Endow.

Publications

Adeel Aslam, Kaustubh Beedkar, Giovanni Simonini
SPO-Join: Efficient Stream Inequality Join. EDBT (2025)
Luca Zecchini, Tobias Bleifuß, Giovanni Simonini, Sonia Bergamaschi, Felix Naumann
Overlap-Based Duplicate Table Detection. SEBD (2024)
Luca Gagliardelli, George Papadakis, Giovanni Simonini, Sonia Bergamaschi, Themis Palpanas
GSM: A generalized approach to Supervised Meta-blocking for scalable entity resolution. Inf. Syst. 120 (2024)
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
The Future of Sustainable Data Preparation. SEBD (2024)
Adeel Aslam, Giovanni Simonini, Luca Gagliardelli, Luca Zecchini, Sonia Bergamaschi
Stream-aware indexing for distributed inequality join processing. Inf. Syst. 125 (2024)
Luca Zecchini, Tobias Bleifuß, Giovanni Simonini, Sonia Bergamaschi, Felix Naumann
Determining the Largest Overlap between Tables. Proc. ACM Manag. Data 2 (1) (2024)
Luca Gagliardelli, George Papadakis, Giovanni Simonini, Sonia Bergamaschi, Themis Palpanas
A general approach to Supervised Meta-Blocking. SEBD (2023)
Andrea De Angelis, Maurizio Mazzei, Federico Piai, Paolo Merialdo, Giovanni Simonini, Luca Zecchini, Sonia Bergamaschi, Donatella Firmani, Xu Chu, Peng Li, Renzhi Wu
Experiences and Lessons Learned from the SIGMOD Entity Resolution Programming Contests. SIGMOD Rec. 52 (2) (2023)
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
A big data platform exploiting auditable tokenization to promote good practices inside local energy communities. Future Gener. Comput. Syst. 141 (2023)
Giovanni Simonini, Luca Zecchini, Felix Naumann, Sonia Bergamaschi
Entity Resolution On-Demand for Querying Dirty Datasets. SEBD (2023)
Luca Zecchini, Giovanni Simonini, Sonia Bergamaschi, Felix Naumann
BrewER: Entity Resolution On-Demand. Proc. VLDB Endow. 16 (12) (2023)
Angelo Mozzillo, Luca Zecchini, Luca Gagliardelli, Adeel Aslam, Sonia Bergamaschi, Giovanni Simonini
Evaluation of Dataframe Libraries for Data Preparation on a Single Machine. CoRR (2023)
Luca Gagliardelli, Domenico Beneventano, Marco Esposito, Luca Zecchini, Giovanni Simonini, Sonia Bergamaschi, Fabio Miselli, Giuseppe Calogero Miano
DXP: Billing Data Preparation for Big Data Analytics. CoRR (2023)
Donatella Firmani, Jerin George Mathew, Donatello Santoro, Giovanni Simonini, Luca Zecchini
Bridging the Gap between Buyers and Sellers in Data Marketplaces with Personalized Datasets. SEBD (2023)
Adeel Aslam, Giovanni Simonini, Luca Gagliardelli, Angelo Mozzillo, Sonia Bergamaschi
HKS: Efficient Data Partitioning for Stateful Streaming. DaWaK (2023)
Luca Gagliardelli, George Papadakis, Giovanni Simonini, Sonia Bergamaschi, Themis Palpanas
Generalized Supervised Meta-blocking (technical report). CoRR (2022)
Luca Gagliardelli, George Papadakis, Giovanni Simonini, Sonia Bergamaschi, Themis Palpanas
Generalized Supervised Meta-blocking. Proc. VLDB Endow. 15 (9) (2022)
Giovanni Simonini, Luca Gagliardelli, Michele Rinaldi, Luca Zecchini, Giulio De Sabbata, Adeel Aslam, Domenico Beneventano, Sonia Bergamaschi
Progressive Entity Resolution with Node Embeddings. SEBD (2022)
Giovanni Simonini, Luca Zecchini, Sonia Bergamaschi, Felix Naumann
Entity Resolution On-Demand. Proc. VLDB Endow. 15 (7) (2022)
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
ECDP: A Big Data Platform for the Smart Monitoring of Local Energy Communities. EDBT/ICDT Workshops (2022)
Giovanni Simonini, Henrique Saccani, Luca Gagliardelli, Luca Zecchini, Domenico Beneventano, Sonia Bergamaschi
The Case for Multi-task Active Learning Entity Resolution (Discussion Paper). SEBD (2021)
Georgios M. Mandilaras, George Papadakis, Luca Gagliardelli, Giovanni Simonini, Emmanouil Thanos, George Giannakopoulos, Sonia Bergamaschi, Themis Palpanas, Manolis Koubarakis, Alicia Lara-Clares, Antonio Fariña
Reproducible experiments on Three-Dimensional Entity Resolution with JedAI. Inf. Syst. 102 (2021)
Luca Gagliardelli, Giovanni Simonini, Sonia Bergamaschi
RulER: Scaling Up Record-level Matching Rules. EDBT (2020)
George Papadakis, Georgios M. Mandilaras, Luca Gagliardelli, Giovanni Simonini, Emmanouil Thanos, George Giannakopoulos, Sonia Bergamaschi, Themis Palpanas, Manolis Koubarakis
Three-dimensional Entity Resolution with JedAI. Inf. Syst. 93 (2020)
Luca Gagliardelli, Giovanni Simonini, Sonia Bergamaschi
Scaling Up Record-level Matching Rules. SEBD (2020)
Luca Zecchini, Giovanni Simonini, Sonia Bergamaschi
Entity Resolution on Camera Records Without Machine Learning. DI2KG@VLDB (2020)
Domenico Beneventano, Sonia Bergamaschi, Luca Gagliardelli, Giovanni Simonini
: An Efficient Technique for Loose Schema Information Extraction from Heterogeneous Big Data Sources. ACM J. Data Inf. Qual. 12 (4) (2020)
George Papadakis, Leonidas Tsekouras, Emmanouil Thanos, Nikiforos Pittaras, Giovanni Simonini, Dimitrios Skoutas, Paul Isaris, George Giannakopoulos, Themis Palpanas, Manolis Koubarakis
: beyond batch, blocking-based Entity Resolution. EDBT (2020)
El Kindi Rezig, Lei Cao, Giovanni Simonini, Maxime Schoemans, Samuel Madden, Nan Tang, Mourad Ouzzani, Michael Stonebraker
Dagger: A Data (not code) Debugger. CIDR (2020)
Giovanni Simonini, George Papadakis, Themis Palpanas, Sonia Bergamaschi
Schema-agnostic Progressive Entity Resolution (extended version). CoRR (2019)
Giovanni Simonini, Luca Gagliardelli, Sonia Bergamaschi, H. V. Jagadish
Scaling entity resolution: A loosely schema-aware approach. Inf. Syst. 83 (2019)
El Kindi Rezig, Lei Cao, Michael Stonebraker, Giovanni Simonini, Wenbo Tao, Samuel Madden, Mourad Ouzzani, Nan Tang, Ahmed K. Elmagarmid
Data Civilizer 2.0: A Holistic Framework for Data Preparation and Analytics. Proc. VLDB Endow. 12 (12) (2019)
Luca Gagliardelli, Giovanni Simonini, Domenico Beneventano, Sonia Bergamaschi
SparkER: Scaling Entity Resolution in Spark. EDBT (2019)
Fabio Benedetti, Domenico Beneventano, Sonia Bergamaschi, Giovanni Simonini
Computing inter-document similarity with Context Semantic Analysis. Inf. Syst. 80 (2019)
Giovanni Simonini, George Papadakis, Themis Palpanas, Sonia Bergamaschi
Schema-Agnostic Progressive Entity Resolution. IEEE Trans. Knowl. Data Eng. 31 (6) (2019)
Domenico Beneventano, Sonia Bergamaschi, Luca Gagliardelli, Giovanni Simonini
Entity Resolution and Data Fusion: An Integrated Approach. SEBD (2019)
Luca Magnotta, Luca Gagliardelli, Giovanni Simonini, Mirko Orsini, Sonia Bergamaschi
MOMIS Dashboard: A Powerful Data Analytics Tool for Industry 4.0. TE (2018)
Giovanni Simonini, George Papadakis, Themis Palpanas, Sonia Bergamaschi
Schema-Agnostic Progressive Entity Resolution. ICDE (2018)
Song Zhu, Luca Gagliardelli, Giovanni Simonini, Domenico Beneventano
How Improve Set Similarity Join Based on Prefix Approach in Distributed Environment. HPCS (2018)
Giovanni Simonini, Luca Gagliardelli, Song Zhu, Sonia Bergamaschi
Enhancing Loosely Schema-aware Entity Resolution with User Interaction. HPCS (2018)
Alberto Pietrangelo, Giovanni Simonini, Sonia Bergamaschi, Felix Naumann, Ioannis K. Koumarelas
Towards Progressive Search-driven Entity Resolution. SEBD (2018)
Luca Gagliardelli, Song Zhu, Giovanni Simonini, Sonia Bergamaschi
BigDedup: A Big Data Integration Toolkit for Duplicate Detection in Industrial Scenarios. TE (2018)
Song Zhu, Giuseppe Fiameni, Giovanni Simonini, Sonia Bergamaschi
SOPJ: A Scalable Online Provenance Join for Data Integration. HPCS (2017)
Giovanni Simonini, Sonia Bergamaschi
Enhancing Entity Resolution Efficiency with Loosely Schema-aware Techniques. SEBD (2016)
Sonia Bergamaschi, Davide Ferrari, Francesco Guerra, Giovanni Simonini, Yannis Velegrakis
Providing Insight into Data Source Topics. J. Data Semant. 5 (4) (2016)
Giovanni Simonini, Sonia Bergamaschi, H. V. Jagadish
BLAST: a Loosely Schema-aware Meta-blocking Approach for Entity Resolution. Proc. VLDB Endow. 9 (12) (2016)
Francesco Guerra, Giovanni Simonini, Maurizio Vincini
Supporting Image Search with Tag Clouds: A Preliminary Approach. Adv. Multim. 2015 (2015)
Giovanni Simonini, Song Zhu
Big data exploration with faceted browsing. HPCS (2015)
Sonia Bergamaschi, Davide Ferrari, Francesco Guerra, Giovanni Simonini
Discovering the Topics of a Data Source: a Statistical Approach. SDSW@ISWC (2014)
Matteo Interlandi, Giovanni Simonini, Sonia Bergamaschi
Towards Declarative Imperative Data-parallel Systems. SEBD (2014)
Giovanni Simonini, Francesco Guerra
Using big data to support automatic Word Sense Disambiguation. HPCS (2014)
Sonia Bergamaschi, Francesco Guerra, Giovanni Simonini
Keyword Search over Relational Databases: Issues, Approaches and Open Challenges. PROMISE Winter School (2013)