Donatello Santoro

DiMIE - Università della Basilicata

Ph.D. in Computer Science
Research interests: Data Cleaning, Schema Mapping, Data Integration, Entity Resolution.

CV (IT)

  • Laboratorio ICAR
    Terzo Piano - DiMIE
  • Via dell'Ateneo Lucano
    85100 - Potenza
  • +39 0971205809
  • +39 1782257209

Publications

2024
[51] Similarity Measures For Incomplete Database Instances (Boris Glavic, Giansalvatore Mecca, Renée J. Miller, Paolo Papotti, Donatello Santoro, Enzo Veltri), volume 27, pp. 461 – 473, 2024. (Cited by: 0) [bibtex] [pdf] [doi]
2023
[50] Generation of Training Examples for Tabular Natural Language Inference (Jean-Flavien Bussotti, Enzo Veltri, Donatello Santoro, Paolo Papotti), In Proceedings of the ACM on Management of Data, ACM, volume 1, 2023. [bibtex] [pdf] [doi]
[49] Bridging the Gap between Buyers and Sellers in Data Marketplaces with Personalized Datasets (Donatella Firmani, Jerin George Mathew, Donatello Santoro, Giovanni Simonini, Luca Zecchini), volume 3478, pp. 525 – 534, 2023. (Cited by: 0) [bibtex] [pdf]
[48] Lightweight Extensible Frameworks for IoT Applications (Giansalvatore Mecca, Michele Santomauro, Donatello Santoro, Enzo Veltri), volume 3478, pp. 573 – 582, 2023. (Cited by: 0) [bibtex] [pdf]
2022
[47] Editorial: Special Issue on Deep Learning for Data Quality (Donatello Santoro, Saravanan Thirumuruganathan, Paolo Papotti), In J. Data and Information Quality, Association for Computing Machinery, 2022. [bibtex] [pdf] [doi]
[46]DETECTIVE GADGET: Generic Iterative Entity Resolution over Dirty Data (Marcello Buoncristiano, Giansalvatore Mecca, Donatello Santoro, Enzo Veltri), 2022. (Sottomesso per la pubblicazione a DKE - 2022) [bibtex]
[45] Pythia: Unsupervised Generation of Ambiguous Textual Claims from Relational Data (Enzo Veltri, Donatello Santoro, Gilbert Badaro, Mohammed Saeed, Paolo Papotti), In Proceedings of the 2022 International Conference on Management of Data - SIGMOD '22, Association for Computing Machinery, pp. 2409–2412, 2022. [bibtex] [pdf] [doi]
[44] Ambiguity Detection and Textual Claims Generation from Relational Data (Enzo Veltri, Donatello Santoro, Gilbert Badaro, Mohammed Saeed, Paolo Papotti), In Proceedings of the 30th Italian Symposium on Advanced Database Systems, SEBD 2022, Tirrenia (PI), Italy, June 19-22, 2022 - CEUR Workshop Proceedings (Giuseppe Amato, Valentina Bartalesi, Devis Bianchini, Claudio Gennaro, Riccardo Torlone, eds.), CEUR-WS.org, volume 3194, pp. 333-340, 2022. [bibtex] [pdf]
2021
[43] IoT Helper: A Lightweight and Extensible Framework for Fast-Prototyping IoT Architectures (Giansalvatore Mecca, Michele Santomauro, Donatello Santoro, Enzo Veltri), In Applied Sciences, MDPI AG, volume 11, pp. 9670, 2021. [bibtex] [pdf] [doi]
[42] Spice-Up your Coding Lessons with the ACME Approach (Discussion Paper) (Giansalvatore Mecca, Donatello Santoro, Nazzareno Sileno, Enzo Veltri), In Proceedings of the 29th Italian Symposium on Advanced Database Systems, SEBD 2021, Pizzo Calabro (VV), Italy, September 5-9, 2021 - CEUR Workshop Proceedings, CEUR-WS.org, volume 2994, pp. 355-362, 2021. [bibtex] [pdf]
[41] Diogene-CT: tools and methodologies for teaching and learning coding (Giansalvatore Mecca, Donatello Santoro, Nazzareno Sileno, Enzo Veltri), In International Journal of Educational Technology in Higher Education, 2021. [bibtex] [pdf] [doi]
2020
[40] Greg, ML --Machine Learning for Healthcare at a Scale (Paola Lapadula, Giansalvatore Mecca, Donatello Santoro, Luisa Solimando, Enzo Veltri), In Health and Technology, 2020. [bibtex] [pdf] [doi]
2019
[39] Cleaning data with Llunatic (Floris Geerts, Giansalvatore Mecca, Paolo Papotti, Donatello Santoro), In The VLDB Journal, 2019. [bibtex] [pdf] [doi]
[38] Greg, ML: Automatic Diagnostic Suggestions Humanity is Overrated. Or not. (Paola Lapadula, Giansalvatore Mecca, Donatello Santoro, Luisa Solimando, Enzo Veltri), In Proceedings of the 27th Italian Symposium on Advanced Database Systems, 2019., 2019. [bibtex] [pdf]
[37] Data Integration (Paolo Papotti, Donatello Santoro), Chapter in (Sherif Sakr, Albert Y. Zomaya, eds.), Springer International Publishing, pp. 547-552, 2019. [bibtex] [pdf] [doi]
[36] INDIANA: An interactive system for assisting database exploration (Antonio Giuzio, Giansalvatore Mecca, Elisa Quintarelli, Manuel Roveri, Donatello Santoro, Letizia Tanca), In Information Systems, volume 83, pp. 40 - 56, 2019. [bibtex] [pdf] [doi]
[35]Large-scale Machine Learning for Healthcare (Paola Lapadula, Giansalvatore Mecca, Donatello Santoro, Luisa Solimando, Enzo Veltri), In Proceedings of the 1st International Workshop on Artificial Intelligence for Health (AIxHealth), 2019., 2019. [bibtex]
[34]Greg-ML: A Platform for Large-scale Machine Learning in Medicine (Paola Lapadula, Giansalvatore Mecca, Donatello Santoro, Luisa Solimando, Enzo Veltri), In Proceedings of the 19th Congresso Nazionale della Associazione Italiana di telemedicina e informatica medica (AITIM), 2019., 2019. [bibtex]
2018
[33] Let's Make It Dirty with BART! (Donatello Santoro, Patricia C. Arocena, Boris Glavic, Giansalvatore Mecca, Renée J. Miller, Paolo Papotti), In Proceedings of the 26th Italian Symposium on Advanced Database Systems, 2018., 2018. [bibtex] [pdf]
[32] Data Integration (Paolo Papotti, Donatello Santoro), Chapter in (Sherif Sakr, Albert Zomaya, eds.), Springer International Publishing, pp. 1-6, 2018. [bibtex] [pdf] [doi]
[31] Humanity Is Overrated. or Not. Automatic Diagnostic Suggestions by Greg, ML (Extended Abstract) (Paola Lapadula, Giansalvatore Mecca, Donatello Santoro, Luisa Solimando, Enzo Veltri), In New Trends in Databases and Information Systems, Springer International Publishing, pp. 305-313, 2018. [bibtex] [pdf] [doi]
2017
[30] Schema Mappings: from Data Translation to Data Cleaning (Giansalvatore Mecca, Paolo Papotti, Donatello Santoro), Chapter in (S. Greco E. Masciari D. Saccà S. Flesca, ed.), Springer International Publishing, pp. 203-217, 2017. [bibtex] [pdf] [doi]
[29] Interactive Data Repairing: the FALCON Dive (Enzo Veltri, Donatello Santoro, Giansalvatore Mecca, Paolo Papotti, Jian He, Guoliang Li, Nan Tang), In Proceedings of the 25th Italian Symposium on Advanced Database Systems, SEBD 2017, pp. 267, 2017. [bibtex] [pdf]
[28] Benchmarking the Chase (Michael Benedikt, George Konstantinidis, Giansalvatore Mecca, Boris Motik, Paolo Papotti, Donatello Santoro, Efthymia Tsamoura), In Proceedings of the 36th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems - PODS '17, ACM, pp. 37-52, 2017. [bibtex] [pdf] [doi]
2016
[27] Interactive and Deterministic Data Cleaning (Jian He, Enzo Veltri, Donatello Santoro, Guoliang Li, Giansalvatore Mecca, Paolo Papotti, Nan Tang), In Proceedings of the 2016 International Conference on Management of Data, SIGMOD Conference 2016, pp. 893-907, 2016. [bibtex] [pdf] [doi]
[26] Government Interoperability Frameworks: Middleware Tools for the Italian SPCoop (Donatello Santoro, Michele Santomauro, Enzo Veltri), In 24th Italian Symposium on Advanced Database Systems, SEBD 2016, pp. 326-333, 2016. [bibtex] [pdf]
[25] On Federated Single Sign-On in e-Government Interoperability Frameworks (Giansalvatore Mecca, Michele Santomauro, Donatello Santoro, Enzo Veltri), In International Journal of Electronic Governance, Inderscience Publishers (IEL), volume 8, pp. 6-21, 2016. [bibtex] [pdf] [doi]
[24] Benchmarking Data Curation Systems (Patricia C. Arocena, Boris Glavic, Giansalvatore Mecca, Renée J. Miller, Paolo Papotti, Donatello Santoro), In IEEE Data Engineering Bulletin, volume 39, pp. 47-62, 2016. [bibtex] [pdf]
[23]Sequence protein identification by randomized sequence database and transcriptome mass spectrometry (SPIDER-TMS): from manual to automatic application of a'de novo sequencing'approach. (Raffaella Pascale, Gerarda Grossi, Gabriele Cruciani, Giansalvatore Mecca, Donatello Santoro, Calace R Sarli, Patrizia Falabella, Giuliana Bianco), In European journal of mass spectrometry (Chichester, England), volume 22, pp. 193, 2016. [bibtex]
[22] GROM: a General Rewriter of Semantic Mappings (Giansalvatore Mecca, Guillem Rull, Donatello Santoro, Ernest Teniente), In Proceedings of the 19th International Conference on Extending Database Technology - EDBT 2016, OpenProceedings.org, pp. 592-595, 2016. [bibtex] [pdf] [doi]
[21] BART in Action: Error Generation and Empirical Evaluations of Data-Cleaning Systems (Donatello Santoro, Patricia C. Arocena, Boris Glavic, Giansalvatore Mecca, Renée J. Miller, Paolo Papotti), In Proceedings of the 2016 International Conference on Management of Data, SIGMOD Conference 2016, pp. 2161-2164, 2016. [bibtex] [pdf] [doi]
2015
[20] Database Challenges for Exploratory Computing (Marcello Buoncristiano, Giansalvatore Mecca, Elisa Quintarelli, Manuel Roveri, Donatello Santoro, Letizia Tanca), In SIGMOD Rec., ACM, volume 44, pp. 17-22, 2015. [bibtex] [pdf] [doi]
[19] Messing Up with BART: Error Generation for Evaluating Data-Cleaning Algorithms (Patricia C. Arocena, Boris Glavic, Giansalvatore Mecca, Renée J. Miller, Paolo Papotti, Donatello Santoro), In PVLDB, volume 9, pp. 36-47, 2015. [bibtex] [pdf]
[18] Exploratory Computing: What is there for the Database Researcher? (Marcello Buoncristiano, Giansalvatore Mecca, Elisa Quintarelli, Manuel Roveri, Donatello Santoro, Letizia Tanca), In In proceedings of the 23st Italian Symposium on Database Systems (Sistemi Evoluti per Basi di Dati) - SEBD 2015, volume , pp. , 2015. [bibtex] [pdf]
[17]IDM: a data management system for high-throughput proteomics (Cristiana Labella, Guillem Rull, Giuliana Bianco, Patrizia Falabella, Simona Laurino, Gerarda Grossi, Giansalvatore Mecca, Donatello Santoro, Enzo Veltri, Basem Kanawati, Philippe Schmitt Kopplin, Heiko Vogel), In Massa 2015, 2015. [bibtex]
[16] Ontology-Based Mappings (Giansalvatore Mecca, Guillem Rull, Donatello Santoro, Ernest Teniente), In Data Knowledge Engineering (DKE), Special Issue on Best papers published in ER'13., volume , pp. , 2015. () [bibtex] [pdf] [doi]
2014
[15] Middleware-Oriented Government Interoperability Frameworks: A Comparison (Giansalvatore Mecca, Michele Santomauro, Donatello Santoro, Enzo Veltri), In Journal of Universal Computer Science, volume 20, pp. 1543-1563, 2014. [bibtex] [pdf]
[14] That's All Folks! Llunatic Goes Open Source (Floris Geerts, Giansalvatore Mecca, Paolo Papotti, Donatello Santoro), In Proceedings of the VLDB Endowment, VLDB Endowment, volume 7, pp. , 2014. [bibtex] [pdf]
[13] Advanced Techniques for Mapping and Cleaning (Donatello Santoro), PhD thesis, Universita' degli Studi Roma Tre, 2014. [bibtex] [pdf]
[12] Mapping and Cleaning (Floris Geerts, Giansalvatore Mecca, Paolo Papotti, Donatello Santoro), In Proceedings of the 30th International Conference on Data Engineering - ICDE 2014, IEEE, pp. 232-243, 2014. [bibtex] [pdf] [doi]
[11] An Overview of the Llunatic System (Floris Geerts, Giansalvatore Mecca, Paolo Papotti, Donatello Santoro), In In proceedings of the 22st Italian Symposium on Database Systems (Sistemi Evoluti per Basi di Dati) - SEBD 2014, volume , pp. , 2014. [bibtex] [pdf]
[10] IQ-METER - An Evaluation Tool for Data-Transformation Systems (Giansalvatore Mecca, Paolo Papotti, Donatello Santoro), In Proceedings of the 30th International Conference on Data Engineering - ICDE 2014, IEEE, pp. 1218-1221, 2014. [bibtex] [pdf] [doi]
2013
[9] The LLUNATIC Data-cleaning Framework (Floris Geerts, Giansalvatore Mecca, Paolo Papotti, Donatello Santoro), In Proceedings of the VLDB Endowment, VLDB Endowment, volume 6, pp. 625-636, 2013. [bibtex] [pdf]
[8] On the Quality and Effectiveness of Data Transformation Systems (Giansalvatore Mecca, Paolo Papotti, Salvatore Raunich, Donatello Santoro), In Proceedings of the 21st Italian Symposium on Database Systems (Sistemi Evoluti per Basi di Dati) - SEBD 2013, volume , pp. , 2013. [bibtex] [pdf]
[7] Large-Scale Deployment of Middleware-Oriented Government Interoperability Frameworks (Giansalvatore Mecca, Michele Santomauro, Donatello Santoro), In Proceedings of the 7th International Conference on Methodologies, Technologies and Tools enabling E-government - MeTTeG 2013, volume , pp. , 2013. [bibtex] [pdf]
[6] Semantic-Based Mappings (Giansalvatore Mecca, Guillem Rull, Donatello Santoro, Ernest Teniente), In Proceedings of the 32th International Conference on Conceptual Modeling - ER 2013, Springer Berlin Heidelberg, volume 8217, pp. 255-269, 2013. [bibtex] [pdf] [doi]
2012
[5] A Short History of Schema Mapping Systems (Giansalvatore Mecca, Paolo Papotti, Donatello Santoro), In Proceedings of the 20st Italian Symposium on Database Systems (Sistemi Evoluti per Basi di Dati) - SEBD 2012, Edizioni Libreria Progetto, volume , pp. 99-106, 2012. [bibtex] [pdf]
[4] Sulla Classificazione delle Sedi di Pubblicazione nella Valutazione della Produzione Scientifica (Giansalvatore Mecca, Marcello Buoncristiano, Donatello Santoro), In Proceedings of the 20st Italian Symposium on Database Systems (Sistemi Evoluti per Basi di Dati) - SEBD 2012, Edizioni Libreria Progetto, volume , pp. 7-14, 2012. [bibtex] [pdf]
[3] What is the IQ of Your Data Transformation System? (Giansalvatore Mecca, Paolo Papotti, Salvatore Raunich, Donatello Santoro), In Proceedings of the 21st ACM International Conference on Information and Knowledge Management - CIKM 2012, ACM, pp. 872-881, 2012. [bibtex] [pdf] [doi]
2011
[2] ++Spicy: an OpenSource Tool for Second-Generation Schema Mapping and Data Exchange (Bruno Marnette, Giansalvatore Mecca, Paolo Papotti, Salvatore Raunich, Donatello Santoro), In Proceedings of the VLDB Endowment, VLDB Endowment, volume 4, pp. 1438-1441, 2011. [bibtex] [pdf]
2007
[1] Noodles: A Clustering Engine for the Web (Giansalvatore Mecca, Salvatore Raunich, Alessandro Pappalardo, Donatello Santoro), In Proceedings of the 7th International Conference on Web Engineering - ICWE 2007, Springer Berlin Heidelberg, pp. 496-500, 2007. [bibtex] [pdf] [doi]

Research Projects

  • BART

    Benchmarking Algorithms for (data) Repairing and (data) Translation

    Llunatic

    General Framework for Data Cleaning and Schema Mappings

    IQMeter

    Tools and Techniques to Evaluate Data-Transformation Systems

    GROM

    a General Rewriter of Ontology Mappings

    ++Spicy

    Schema Mapping System

    Indiana

    A Database Explorer

    Noodles

    Tools and Techniques for Semantic Search Engines

    freESBee

    Interoperability and Cooperation in e-Goverment Environments

Didattica

  • Programmazione ad Oggetti I

    Pagina del corso

    Programma del corso:
    Introduzione
    Introduzione. Piattaforme di riferimento. La piattaforma Java.
    Classi e Oggetti
    Componenti. Metodi e proprietà. Classi. Oggetti. Costruttori. Riferimenti.
    Sintassi e Semantica
    Sintassi e semantica di Java. Convenzioni di stile.
    UML
    Diagramma delle classi. Diagramma dei casi d'uso. Diagrammi di collaborazione. Diagrammi di sequenza.
    Responsabilità e Strati Applicativi
    Incapsulamento. Interfaccia e implementazione. Responsabilità. Strati applicativi. Architettura di base. Il Processo di sviluppo.
    Eccezioni
    Gestione delle eccezioni. Eccezioni controllate. Programmazione difensiva.
    Test e Correzione
    Test. Test di regressione. Framework per i test. Debugging. Sistemi di logging.
    C#
    La piattaforma .NET. Sintassi e semantica di C#. Elementi principali della piattaforma.
    Objective C
    Sintassi e semantica di Objective C. Gestione della memoria. Elementi principali della piattaforma.
    XML
    XML. Alberi e Documenti. Cammini e Query. Schemi DTD. XML Schema.

Ricevimento Studenti

Contatti

  • Laboratorio ICAR
  • Terzo piano Dipartimento di Matematica, Informatica ed Economia
  • Università della Basilicata
  • Via dell'Ateneo Lucano
  • 85100 - Potenza (PZ)
  • Email:
  • Phone: +39 0971205809
  • Fax: +39 1782257209
the answer is 42