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Giovanni Simonini

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2020 – today

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2025
[c32]
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Adeel Aslam, Kaustubh Beedkar, Giovanni Simonini:
SPO-Join: Efficient Stream Inequality Join. EDBT 2025: 145-157
[c31]
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Angelo Mozzillo, Luca Zecchini, Luca Gagliardelli, Adeel Aslam, Sonia Bergamaschi, Giovanni Simonini:
Evaluation of Dataframe Libraries for Data Preparation on a Single Machine. EDBT 2025: 337-349
2024
[j18]
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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: 102307 (2024)
[j17]
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Adeel Aslam, Giovanni Simonini, Luca Gagliardelli, Luca Zecchini, Sonia Bergamaschi:
Stream-aware indexing for distributed inequality join processing. Inf. Syst. 125: 102425 (2024)
[j16]
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Luca Zecchini, Tobias Bleifuß, Giovanni Simonini, Sonia Bergamaschi, Felix Naumann:
Determining the Largest Overlap between Tables. Proc. ACM Manag. Data 2(1): 48:1-48:26 (2024)
[c30]
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Adeel Aslam, Giovanni Simonini:
Efficient Stream Join Processing: Novel Approaches and Challenges. HPDC 2024: 409-412
[c29]
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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: 486-497
[c28]
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Luca Zecchini, Tobias Bleifuß, Giovanni Simonini, Sonia Bergamaschi, Felix Naumann:
Overlap-Based Duplicate Table Detection. SEBD 2024: 643-652
2023
[j15]
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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: 595-610 (2023)
[j14]
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Luca Zecchini, Giovanni Simonini, Sonia Bergamaschi, Felix Naumann:
BrewER: Entity Resolution On-Demand. Proc. VLDB Endow. 16(12): 4026-4029 (2023)
[j13]
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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): 43-47 (2023)
[c27]
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Adeel Aslam, Giovanni Simonini, Luca Gagliardelli, Angelo Mozzillo, Sonia Bergamaschi:
HKS: Efficient Data Partitioning for Stateful Streaming. DaWaK 2023: 386-391
[c26]
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Luca Gagliardelli, George Papadakis, Giovanni Simonini, Sonia Bergamaschi, Themis Palpanas:
A general approach to Supervised Meta-Blocking. SEBD 2023: 141-150
[c25]
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Giovanni Simonini, Luca Zecchini, Felix Naumann, Sonia Bergamaschi:
Entity Resolution On-Demand for Querying Dirty Datasets. SEBD 2023: 410-419
[c24]
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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: 525-534
[i4]
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Angelo Mozzillo, Luca Zecchini, Luca Gagliardelli, Adeel Aslam, Sonia Bergamaschi, Giovanni Simonini:
Evaluation of Dataframe Libraries for Data Preparation on a Single Machine. CoRR abs/2312.11122 (2023)
[i3]
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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 abs/2312.12902 (2023)
2022
[j12]
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Giovanni Simonini, Luca Zecchini, Sonia Bergamaschi, Felix Naumann:
Entity Resolution On-Demand. Proc. VLDB Endow. 15(7): 1506-1518 (2022)
[j11]
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Luca Gagliardelli, George Papadakis, Giovanni Simonini, Sonia Bergamaschi, Themis Palpanas:
Generalized Supervised Meta-blocking. Proc. VLDB Endow. 15(9): 1902-1910 (2022)
[c23]
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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
[c22]
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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: 52-60
[i2]
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Luca Gagliardelli, George Papadakis, Giovanni Simonini, Sonia Bergamaschi, Themis Palpanas:
Generalized Supervised Meta-blocking (technical report). CoRR abs/2204.08801 (2022)
2021
[j10]
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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: 101830 (2021)
[c21]
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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: 363-370
2020
[j9]
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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: 101565 (2020)
[j8]
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Domenico Beneventano, Sonia Bergamaschi, Luca Gagliardelli, Giovanni Simonini:
BLAST2: An Efficient Technique for Loose Schema Information Extraction from Heterogeneous Big Data Sources. ACM J. Data Inf. Qual. 12(4): 18:1-18:22 (2020)
[c20]
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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
[c19]
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George Papadakis, Leonidas Tsekouras, Emmanouil Thanos, Nikiforos Pittaras, Giovanni Simonini, Dimitrios Skoutas, Paul Isaris, George Giannakopoulos, Themis Palpanas, Manolis Koubarakis:
JedAI³ : beyond batch, blocking-based Entity Resolution. EDBT 2020: 603-606
[c18]
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Luca Gagliardelli, Giovanni Simonini, Sonia Bergamaschi:
RulER: Scaling Up Record-level Matching Rules. EDBT 2020: 611-614
[c17]
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Luca Gagliardelli, Giovanni Simonini, Sonia Bergamaschi:
Scaling Up Record-level Matching Rules. SEBD 2020: 12-23
[c16]
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Luca Zecchini, Giovanni Simonini, Sonia Bergamaschi:
Entity Resolution on Camera Records Without Machine Learning. DI2KG@VLDB 2020

2010 – 2019

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2019
[j7]
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Fabio Benedetti, Domenico Beneventano, Sonia Bergamaschi, Giovanni Simonini:
Computing inter-document similarity with Context Semantic Analysis. Inf. Syst. 80: 136-147 (2019)
[j6]
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Giovanni Simonini, Luca Gagliardelli, Sonia Bergamaschi, H. V. Jagadish:
Scaling entity resolution: A loosely schema-aware approach. Inf. Syst. 83: 145-165 (2019)
[j5]
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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): 1954-1957 (2019)
[j4]
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Giovanni Simonini, George Papadakis, Themis Palpanas, Sonia Bergamaschi:
Schema-Agnostic Progressive Entity Resolution. IEEE Trans. Knowl. Data Eng. 31(6): 1208-1221 (2019)
[c15]
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Luca Gagliardelli, Giovanni Simonini, Domenico Beneventano, Sonia Bergamaschi:
SparkER: Scaling Entity Resolution in Spark. EDBT 2019: 602-605
[c14]
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Domenico Beneventano, Sonia Bergamaschi, Luca Gagliardelli, Giovanni Simonini:
Entity Resolution and Data Fusion: An Integrated Approach. SEBD 2019
[i1]
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  - journals/corr/abs-1905-06385
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Giovanni Simonini, George Papadakis, Themis Palpanas, Sonia Bergamaschi:
Schema-agnostic Progressive Entity Resolution (extended version). CoRR abs/1905.06385 (2019)
2018
[c13]
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Giovanni Simonini, George Papadakis, Themis Palpanas, Sonia Bergamaschi:
Schema-Agnostic Progressive Entity Resolution. ICDE 2018: 53-64
[c12]
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Song Zhu, Luca Gagliardelli, Giovanni Simonini, Domenico Beneventano:
How Improve Set Similarity Join Based on Prefix Approach in Distributed Environment. HPCS 2018: 844-851
[c11]
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Giovanni Simonini, Luca Gagliardelli, Song Zhu, Sonia Bergamaschi:
Enhancing Loosely Schema-aware Entity Resolution with User Interaction. HPCS 2018: 860-864
[c10]
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Luca Gagliardelli, Song Zhu, Giovanni Simonini, Sonia Bergamaschi:
BigDedup: A Big Data Integration Toolkit for Duplicate Detection in Industrial Scenarios. TE 2018: 1015-1023
[c9]
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Luca Magnotta, Luca Gagliardelli, Giovanni Simonini, Mirko Orsini, Sonia Bergamaschi:
MOMIS Dashboard: A Powerful Data Analytics Tool for Industry 4.0. TE 2018: 1074-1081
[c8]
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Alberto Pietrangelo, Giovanni Simonini, Sonia Bergamaschi, Felix Naumann, Ioannis K. Koumarelas:
Towards Progressive Search-driven Entity Resolution. SEBD 2018
[p1]
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Sonia Bergamaschi, Domenico Beneventano, Federica Mandreoli, Riccardo Martoglia, Francesco Guerra, Mirko Orsini, Laura Po, Maurizio Vincini, Giovanni Simonini, Song Zhu, Luca Gagliardelli, Luca Magnotta:
From Data Integration to Big Data Integration. A Comprehensive Guide Through the Italian Database Research 2018: 43-59
2017
[c7]
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Song Zhu, Giuseppe Fiameni, Giovanni Simonini, Sonia Bergamaschi:
SOPJ: A Scalable Online Provenance Join for Data Integration. HPCS 2017: 79-85
2016
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Sonia Bergamaschi, Davide Ferrari, Francesco Guerra, Giovanni Simonini, Yannis Velegrakis:
Providing Insight into Data Source Topics. J. Data Semant. 5(4): 211-228 (2016)
[j2]
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Giovanni Simonini, Sonia Bergamaschi, H. V. Jagadish:
BLAST: a Loosely Schema-aware Meta-blocking Approach for Entity Resolution. Proc. VLDB Endow. 9(12): 1173-1184 (2016)
[c6]
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Giovanni Simonini, Sonia Bergamaschi:
Enhancing Entity Resolution Efficiency with Loosely Schema-aware Techniques. SEBD 2016: 270-277
2015
[j1]
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Francesco Guerra, Giovanni Simonini, Maurizio Vincini:
Supporting Image Search with Tag Clouds: A Preliminary Approach. Adv. Multim. 2015: 439020:1-439020:10 (2015)
[c5]
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  persistent URL:
  - https://dblp.org/rec/conf/ieeehpcs/SimoniniZ15
Giovanni Simonini, Song Zhu:
Big data exploration with faceted browsing. HPCS 2015: 541-544
2014
[c4]
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  - conf/hpcs/SimoniniG14
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Giovanni Simonini, Francesco Guerra:
Using big data to support automatic Word Sense Disambiguation. HPCS 2014: 311-314
[c3]
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  dblp key:
  - conf/sebd/InterlandiSB14
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Matteo Interlandi, Giovanni Simonini, Sonia Bergamaschi:
Towards Declarative Imperative Data-parallel Systems. SEBD 2014: 97-104
[c2]
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  - electronic edition @ ceur-ws.org (open access)
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Sonia Bergamaschi, Davide Ferrari, Francesco Guerra, Giovanni Simonini:
Discovering the Topics of a Data Source: a Statistical Approach. SDSW@ISWC 2014
2013
[c1]
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  - conf/promisews/BergamaschiGS13
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Sonia Bergamaschi, Francesco Guerra, Giovanni Simonini:
Keyword Search over Relational Databases: Issues, Approaches and Open Challenges. PROMISE Winter School 2013: 54-73

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