Sonia Bergamaschi

ORCID

Publication Activity (10 Years)

Years Active: 1986-2024
Publications (10 Years): 63

Top Venues

Publications

Sania Aftar, Luca Gagliardelli, Amina El Ganadi, Federico Ruozzi, Sonia Bergamaschi
A Novel Methodology for Topic Identification in Hadith. IRCDL (2024)
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 Sala, Giovanni Sullutrone, Sonia Bergamaschi
Text-to-SQL with Large Language Models: Exploring the Promise and Pitfalls. SEBD (2024)
Luca Gagliardelli, George Papadakis, Giovanni Simonini, Sonia Bergamaschi, Themis Palpanas
A general approach to Supervised Meta-Blocking. SEBD (2023)
Riccardo Martoglia, Sonia Bergamaschi, Federico Ruozzi, Matteo Vanzini, Luca Sala, Riccardo Amerigo Vigliermo
Knowledge extraction, management and long-term preservation of non-Latin cultural heritages - Digital Maktaba project presentation. IRCDL (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)
Domenico Beneventano, Sonia Bergamaschi, Stefano Lodi, Claudio Sartori
Reasoning with Constraints in Database Models. SEBD (2023)
Sonia Bergamaschi, Luca Gagliardelli
A Big Data Platform for the Management of Local Energy Communities Data. BigData (2023)
Giovanni Simonini, Luca Zecchini, Felix Naumann, Sonia Bergamaschi
Entity Resolution On-Demand for Querying Dirty Datasets. SEBD (2023)
Andrea Livaldi, Sonia Bergamaschi, Mirko Orsini, Luca Magnotta, Riccardo Venturi, Stefano Gabri
The REThinkWASTE data integration and analytics platform for intelligent waste management. BDCAT (2023)
Lisa Trigiante, Domenico Beneventano, Sonia Bergamaschi
[Vision Paper] Privacy-Preserving Data Integration. BigData (2023)
Amina El Ganadi, Riccardo Amerigo Vigliermo, Luca Sala, Matteo Vanzini, Federico Ruozzi, Sonia Bergamaschi
Bridging Islamic Knowledge and AI: Inquiring ChatGPT on Possible Categorizations for an Islamic Digital Library (full paper). IAI4CH@AI*IA (2023)
Lisa Trigiante, Domenico Beneventano, Sonia Bergamaschi
Privacy-Preserving Data Integration for Digital Justice. ER (Workshops) (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)
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)
Sonia Bergamaschi, Stefania De Nardis, Riccardo Martoglia, Federico Ruozzi, Luca Sala, Matteo Vanzini, Riccardo Amerigo Vigliermo
Novel Perspectives for the Management of Multilingual and Multialphabetic Heritages through Automatic Knowledge Extraction: The DigitalMaktaba Approach. Sensors 22 (11) (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)
Sonia Bergamaschi, Riccardo Martoglia, Federico Ruozzi, Riccardo Amerigo Vigliermo, Stefania De Nardis, Luca Sala, Matteo Vanzini
Preserving and conserving culture: first steps towards a knowledge extractor and cataloguer for multilingual and multi-alphabetic heritages. GoodIT (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)
Giovanni Simonini, George Papadakis, Themis Palpanas, Sonia Bergamaschi
Schema-agnostic Progressive Entity Resolution (extended version). CoRR (2019)
Giovanni Morrone, Sonia Bergamaschi, Luca Pasa, Luciano Fadiga, Vadim Tikhanoff, Leonardo Badino
Face Landmark-based Speaker-independent Audio-visual Speech Enhancement in Multi-talker Environments. ICASSP (2019)
Giovanni Simonini, Luca Gagliardelli, Sonia Bergamaschi, H. V. Jagadish
Scaling entity resolution: A loosely schema-aware approach. Inf. Syst. 83 (2019)
Matteo Gabrielli, Pietro Leo, Fabrizio Renzi, Sonia Bergamaschi
Action recognition to estimate Activities of Daily Living (ADL) of elderly people. ISCT (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)
Giovanni Morrone, Luca Pasa, Vadim Tikhanoff, Sonia Bergamaschi, Luciano Fadiga, Leonardo Badino
Face Landmark-based Speaker-Independent Audio-Visual Speech Enhancement in Multi-Talker Environments. CoRR (2018)
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)
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)
Antonio Circiello, Andrea Cappelli, Sonia Bergamaschi, Marco Varone
Effects of Semantic Analysis on Named-Entity Recognition with Conditional Random Fields. SEBD (2017)
Song Zhu, Giuseppe Fiameni, Giovanni Simonini, Sonia Bergamaschi
SOPJ: A Scalable Online Provenance Join for Data Integration. HPCS (2017)
Carlo Piccinni, Elisabetta Poluzzi, Mirko Orsini, Sonia Bergamaschi
PV-OWL - Pharmacovigilance surveillance through semantic web-based platform for continuous and integrated monitoring of drug-related adverse effects in open data sources and social media. RTSI (2017)
Gian Luigi Gragnani, Sonia Bergamaschi, Claudio Montecucco
Algorithm for an indoor automatic vehicular system based on active RFIDs. ICT Express 3 (4) (2017)
Sonia Bergamaschi, Andrea Cappelli, Antonio Circiello, Marco Varone
Conditional random fields with semantic enhancement for named-entity recognition. WIMS (2017)
Giovanni Simonini, Sonia Bergamaschi
Enhancing Entity Resolution Efficiency with Loosely Schema-aware Techniques. SEBD (2016)
Sonia Bergamaschi, Francesco Guerra, Matteo Interlandi, Raquel Trillo Lado, Yannis Velegrakis
Combining user and database perspective for solving keyword queries over relational databases. Inf. Syst. 55 (2016)
Fabio Benedetti, Sonia Bergamaschi
A model for visual building SPARQL queries. SEBD (2016)
Sonia Bergamaschi, Nicola Ferro, Francesco Guerra, Gianmaria Silvello
Keyword-Based Search Over Databases: A Roadmap for a Reference Architecture Paired with an Evaluation Framework. Trans. Comput. Collect. Intell. 21 (2016)
Sonia Bergamaschi, Davide Ferrari, Francesco Guerra, Giovanni Simonini, Yannis Velegrakis
Providing Insight into Data Source Topics. J. Data Semant. 5 (4) (2016)
Domenico Beneventano, Sonia Bergamaschi, Riccardo Martoglia
Exploiting semantics for searching agricultural bibliographic data. J. Inf. Sci. 42 (6) (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)
Fabio Benedetti, Domenico Beneventano, Sonia Bergamaschi
Context Semantic Analysis: A Knowledge-Based Technique for Computing Inter-document Similarity. SISAP (2016)
Sonia Bergamaschi, Riccardo Martoglia, Serena Sorrentino
Exploiting semantics for filtering and searching knowledge in a software development context. Knowl. Inf. Syst. 45 (2) (2015)
Lorenzo Albano, Domenico Beneventano, Sonia Bergamaschi
Multilingual Word Sense Induction to Improve Web Search Result Clustering. SEBD (2015)
Fabio Benedetti, Sonia Bergamaschi, Laura Po
LODeX: A Tool for Visual Querying Linked Open Data. ISWC (Posters & Demos) (2015)
Domenico Beneventano, Sonia Bergamaschi, Serena Sorrentino, Maurizio Vincini, Fabio Benedetti
Semantic annotation of the CEREALAB database by the AGROVOC linked dataset. Ecol. Informatics 26 (2) (2015)
Ilaria Bartolini, Domenico Beneventano, Sonia Bergamaschi, Paolo Ciaccia, Alberto Corni, Mirko Orsini, Marco Patella, Marco Maria Santese
MOMIS Goes Multimedia: WINDSURF and the Case of Top-K Queries. SEBD (2015)
Domenico Beneventano, Sonia Bergamaschi, Luca Gagliardelli, Laura Po
Open Data for Improving Youth Policies. KEOD (2015)
Domenico Beneventano, Sonia Bergamaschi, Luca Gagliardelli, Laura Po
Driving Innovation in Youth Policies with Open Data. IC3K (2015)
Sonia Bergamaschi, Nicola Ferro, Francesco Guerra, Gianmaria Silvello
A Perspective Look at Keyword-based Search Over Relation Data and its Evaluation (extended abstract). SEBD (2015)
Fabio Benedetti, Sonia Bergamaschi, Laura Po
Exposing the Underlying Schema of LOD Sources. WI-IAT (1) (2015)
Lorenzo Albano, Domenico Beneventano, Sonia Bergamaschi
Multilingual Word Sense Induction to Improve Web Search Result Clustering. WWW (Companion Volume) (2015)
Fabio Benedetti, Sonia Bergamaschi, Laura Po
Visual Querying LOD sources with LODeX. K-CAP (2015)
Domenico Beneventano, Sonia Bergamaschi
Provenance-Aware Semantic Search Engines Based On Data Integration Systems. Int. J. Organ. Collect. Intell. 4 (2) (2014)
Sonia Bergamaschi, Davide Ferrari, Francesco Guerra, Giovanni Simonini
Discovering the Topics of a Data Source: a Statistical Approach. SDSW@ISWC (2014)
Fabio Benedetti, Sonia Bergamaschi, Laura Po
Online Index Extraction from Linked Open Data Sources. LD4IE@ISWC (2014)
Matteo Interlandi, Giovanni Simonini, Sonia Bergamaschi
Towards Declarative Imperative Data-parallel Systems. SEBD (2014)
Sonia Bergamaschi
Big data analysis: Trends & challenges. HPCS (2014)
Fabio Benedetti, Laura Po, Sonia Bergamaschi
A Visual Summary for Linked Open Data sources. ISWC (Posters & Demos) (2014)
Sonia Bergamaschi, Laura Po
Comparing LDA and LSA Topic Models for Content-Based Movie Recommendation Systems. WEBIST (Revised Selected Papers) (2014)
Lorenzo Albano, Domenico Beneventano, Sonia Bergamaschi
Word Sense Induction with Multilingual Features Representation. WI-IAT (1) (2014)
Sonia Bergamaschi
Big Data Integration - State of the Art & Challenges. KEOD (2014)
Sonia Bergamaschi, Laura Po, Serena Sorrentino
Comparing Topic Models for a Movie Recommendation System. WEBIST (2) (2014)
Sonia Bergamaschi, Nicola Ferro, Francesco Guerra, Gianmaria Silvello
Keyword search and evaluation over relational databases: an outlook to the future. DBRank@VLDB (2013)
Sonia Bergamaschi, Francesco Guerra, Matteo Interlandi, Silvia Rota, Raquel Trillo, Yannis Velegrakis
Using a HMM based approach for mapping keyword queries into database terms. SEBD (2013)
Domenico Beneventano, Claudio Gennaro, Sonia Bergamaschi, Fausto Rabitti
A mediator-based approach for integrating heterogeneous multimedia sources. Multim. Tools Appl. 62 (2) (2013)
Alberto Malagoli, Mariano Leva, Stephen Kimani, Alessandro Russo, Massimo Mecella, Sonia Bergamaschi, Tiziana Catarci
Visual Query Specification and Interaction with Industrial Engineering Data. ISVC (2) (2013)
Sonia Bergamaschi, Francesco Guerra, Giovanni Simonini
Keyword Search over Relational Databases: Issues, Approaches and Open Challenges. PROMISE Winter School (2013)
Serena Sorrentino, Sonia Bergamaschi, Elisa Fusari
A Semantic Multi-Lingual Method for Publishing Linked Open Data. SEBD (2013)
Ivano Baroni, Sonia Bergamaschi, Laura Po
An iPad Order Management System for Fashion Trade. WEBIST (2013)
Serena Sorrentino, Sonia Bergamaschi, Elisa Fusari, Domenico Beneventano
Semantic Annotation and Publication of Linked Open Data. ICCSA (5) (2013)
Mariano Leva, Massimo Mecella, Alessandro Russo, Tiziana Catarci, Sonia Bergamaschi, Alberto Malagoli, Lars Melander, Tore Risch, Cheng Xu
Visually Querying and Accessing Data Streams in Industrial Engineering Applications. SEBD (2013)
Domenico Beneventano, Sonia Bergamaschi, Serena Sorrentino
Semantic Annotation of the CEREALAB Database by the AGROVOC Linked Dataset. ICCSA (1) (2013)
Matteo Interlandi, Letizia Tanca, Sonia Bergamaschi
Datalog in Time and Space, Synchronously. AMW (2013)
Maurizio Vincini, Domenico Beneventano, Sonia Bergamaschi
Semantic Integration of Heterogeneous Data Sources in the MOMIS Data Transformation System. J. Univers. Comput. Sci. 19 (13) (2013)
Sonia Bergamaschi, Francesco Guerra, Matteo Interlandi, Raquel Trillo Lado, Yannis Velegrakis
QUEST: A Keyword Search System for Relational Data based on Semantic and Machine Learning Techniques. Proc. VLDB Endow. 6 (12) (2013)
Serena Sorrentino, Sonia Bergamaschi, Elena Parmiggiani
A Supervised Method for Lexical Annotation of Schema Labels Based on Wikipedia. ER (2012)
Domenico Beneventano, Sonia Bergamaschi, Abdul Rahman Dannaoui
Integration and Provenance of Cereals Genotypic and Phenotypic Data. SEBD (2012)
Domenico Beneventano, Sonia Bergamaschi, Abdul Rahman Dannaoui, Justyna Milc, Nicola Pecchioni, Serena Sorrentino
The CEREALAB Database: Ongoing Research and Future Challenges. MTSR (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Sonia Bergamaschi