Giovanni Simonini

Most-cited papers

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

   Giovanni Simonini, S. Bergamaschi, H. V. Jagadish

   2016Proceedings of the VLDB Endowment100 citations Open access

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2. Schema-Agnostic Progressive Entity Resolution

   Giovanni Simonini, G. Papadakis, Themis Palpanas, S. Bergamaschi

   2019IEEE Transactions on Knowledge and Data Engineering73 citations Open access

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3. Three-dimensional Entity Resolution with JedAI

   G. Papadakis, Georgios M. Mandilaras, Luca Gagliardelli, Giovanni Simonini +5 more

   2020Information Systems71 citations Open access

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4. Computing inter-document similarity with Context Semantic Analysis

   Fabio Benedetti, D. Beneventano, S. Bergamaschi, Giovanni Simonini

   2018Information Systems64 citations Open access

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

   E. Rezig, Lei Cao, M. Stonebraker, Giovanni Simonini +5 more

   2019Proceedings of the VLDB Endowment38 citations Open access

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6. Dagger: A Data (not code) Debugger

   E. Rezig, Lei Cao, Giovanni Simonini, Maxime Schoemans +4 more

   2020Conference on Innovative Data Systems Research37 citations

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7. SparkER: Scaling Entity Resolution in Spark

   Luca Gagliardelli, Giovanni Simonini, D. Beneventano, S. Bergamaschi

   2019International Conference on Extending Database Technology33 citations

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8. Scaling entity resolution: A loosely schema-aware approach

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

   2019Information Systems29 citations Open access

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9. Providing Insight into Data Source Topics

   S. Bergamaschi, Davide Ferrari, Francesco Guerra, Giovanni Simonini +1 more

   2016Journal on Data Semantics19 citations Open access

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

    Luca Gagliardelli, Luca Zecchini, Luca Ferretti, D. Beneventano +11 more

    2022Future generations computer systems18 citations Open access

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11. From Data Integration to Big Data Integration

    S. Bergamaschi, D. Beneventano, F. Mandreoli, R. Martoglia +8 more

    2018A Comprehensive Guide Through the Italian Database Research16 citations Open access

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

    Luca Gagliardelli, Song Zhu, Giovanni Simonini, S. Bergamaschi

    2018TE16 citations Open access

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13. Big data exploration with faceted browsing

    Giovanni Simonini, Song Zhu

    2015International Symposium on High Performance Computing Systems and Applications16 citations Open access

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14. BigBench Workload Executed by using Apache Flink

    S. Bergamaschi, Luca Gagliardelli, Giovanni Simonini, Song Zhu

    201715 citations Open access

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

    S. Bergamaschi, Francesco Guerra, Giovanni Simonini

    2013International Conference on Predictive Models in Software Engineering15 citations Open access

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16. JedAI3 : beyond batch, blocking-based Entity Resolution

    G. Papadakis, Leonidas Tsekouras, Emmanouil Thanos, Nikiforos Pittaras +6 more

    2020International Conference on Extending Database Technology14 citations

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

    Luca Gagliardelli, George Papadakis, Giovanni Simonini, Sonia Bergamaschi +1 more

    2023Information Systems12 citations Open access

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18. Generalized Supervised Meta-blocking

    Luca Gagliardelli, G. Papadakis, Giovanni Simonini, S. Bergamaschi +1 more

    2022Proceedings of the VLDB Endowment12 citations Open access

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19. Supporting Image Search with Tag Clouds: A Preliminary Approach

    F. Guerra, Giovanni Simonini, M. Vincini

    2015Adv. Multim.11 citations Open access

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20. BrewER: Entity Resolution On-Demand

    Luca Zecchini, Giovanni Simonini, Sonia Bergamaschi, Felix Naumann

    2023Proceedings of the VLDB Endowment10 citations Open access

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

    Angelo Mozzillo, Luca Zecchini, Luca Gagliardelli, Adeel Aslam +2 more

    2023International Conference on Extending Database Technology9 citations

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

    Luca Gagliardelli, Luca Zecchini, D. Beneventano, Giovanni Simonini +9 more

    2022EDBT/ICDT Workshops9 citations

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23. BLAST2

    D. Beneventano, S. Bergamaschi, Luca Gagliardelli, Giovanni Simonini

    2020ACM Journal of Data and Information Quality8 citations

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24. Determining the Largest Overlap between Tables

    Luca Zecchini, Tobias Bleifuß, Giovanni Simonini, Sonia Bergamaschi +1 more

    2024Proc. ACM Manag. Data7 citations Open access

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

    L. Magnotta, Luca Gagliardelli, Giovanni Simonini, Mirko Orsini +1 more

    2018TE6 citations Open access

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26. Entity Resolution on Camera Records Without Machine Learning

    Luca Zecchini, Giovanni Simonini, S. Bergamaschi

    2020DI2KG@VLDB5 citations

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27. Entity Resolution and Data Fusion: An Integrated Approach

    D. Beneventano, S. Bergamaschi, Luca Gagliardelli, Giovanni Simonini

    2019Sistemi Evoluti per Basi di Dati5 citations

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28. Enhancing Big Data Exploration with Faceted Browsing

    S. Bergamaschi, Giovanni Simonini, Song Zhu

    20184 citations Open access

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29. SOPJ: A Scalable Online Provenance Join for Data Integration

    Song Zhu, Giuseppe Fiameni, Giovanni Simonini, S. Bergamaschi

    2017International Symposium on High Performance Computing Systems and Applications4 citations Open access

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

    Giovanni Simonini, Henrique Saccani, Luca Gagliardelli, Luca Zecchini +2 more

    2021Sistemi Evoluti per Basi di Dati3 citations

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31. Scaling Up Record-level Matching Rules

    Luca Gagliardelli, Giovanni Simonini, S. Bergamaschi

    2020Sistemi Evoluti per Basi di Dati3 citations

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32. Enhancing Loosely Schema-aware Entity Resolution with User Interaction

    Giovanni Simonini, Luca Gagliardelli, Song Zhu, S. Bergamaschi

    2018International Symposium on High Performance Computing Systems and Applications3 citations Open access

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33. Using big data to support automatic Word Sense Disambiguation

    Giovanni Simonini, F. Guerra

    2014International Symposium on High Performance Computing Systems and Applications3 citations

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

    A. De Angelis, Maurizio Mazzei, Federico Piai, P. Merialdo +7 more

    2023SIGMOD record2 citations Open access

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35. Progressive Entity Resolution with Node Embeddings

    Giovanni Simonini, Luca Gagliardelli, M. Rinaldi, Luca Zecchini +4 more

    2022Sistemi Evoluti per Basi di Dati2 citations

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36. Reproducible experiments on Three-Dimensional Entity Resolution with JedAI

    Georgios M. Mandilaras, George Papadakis, Luca Gagliardelli, Giovanni Simonini +7 more

    2021Information Systems2 citations Open access

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37. Towards Progressive Search-driven Entity Resolution

    A. Pietrangelo, Giovanni Simonini, S. Bergamaschi, Felix Naumann +1 more

    2018Sistemi Evoluti per Basi di Dati2 citations

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38. Enhancing Entity Resolution Efficiency with Loosely Schema-aware Techniques

    Giovanni Simonini, S. Bergamaschi

    2016Sistemi Evoluti per Basi di Dati2 citations

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

    S. Bergamaschi, Davide Ferrari, F. Guerra, Giovanni Simonini

    2014SDSW@ISWC2 citations

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40. Reproducible experiments on Three-Dimensional Entity Resolution with JedAI

    George Mandilaras, George Papadakis, Luca Gagliardelli, Giovanni Simonini +7 more

    2 citations

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41. Entity Resolution via Batched Oracle Queries

    Lorenzo Balzotti, Donatella Firmani, Luca Gagliardelli, Giovanni Simonini

    2026arXiv.org1 citations

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42. Stream-aware indexing for distributed inequality join processing

    Adeel Aslam, Giovanni Simonini, Luca Gagliardelli, Luca Zecchini +1 more

    2024Information Systems1 citations Open access

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43. The Future of Sustainable Data Preparation

    Barbara Pernici, C. Cappiello, Edoardo Ramalli, Matteo Palmonari +10 more

    2024Sistemi Evoluti per Basi di Dati1 citations

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44. Reproducible experiments on a Generalized Approach to Supervised Meta-blocking for Scalable Entity Resolution

    Luca Gagliardelli, George Papadakis, Giovanni Simonini, Sonia Bergamaschi +2 more

    2026Information Systems0 citations

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45. SPO-Join: Efficient Stream Inequality Join

    Adeel Aslam, Kaustubh Beedkar, Giovanni Simonini

    2025International Conference on Extending Database Technology0 citations

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

    Luca Gagliardelli, George Papadakis, Giovanni Simonini, Sonia Bergamaschi +1 more

    2024Information Systems0 citations

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47. Overlap-Based Duplicate Table Detection

    Luca Zecchini, Tobias Bleifuß, Giovanni Simonini, Sonia Bergamaschi +1 more

    2024Sistemi Evoluti per Basi di Dati0 citations

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48. HKS: Efficient Data Partitioning for Stateful Streaming

    Adeel Aslam, Giovanni Simonini, Luca Gagliardelli, Angelo Mozzillo +1 more

    2023International Conference on Data Warehousing and Knowledge Discovery0 citations Open access

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49. A general approach to Supervised Meta-Blocking

    Luca Gagliardelli, George Papadakis, Giovanni Simonini, Sonia Bergamaschi +1 more

    2023Sistemi Evoluti per Basi di Dati0 citations

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50. DXP: Billing Data Preparation for Big Data Analytics

    Luca Gagliardelli, D. Beneventano, M. Esposito, Luca Zecchini +4 more

    2023arXiv.org0 citations

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