Welcome to Maurizio Atzori's Home
Maurizio Atzori, Ph.D.
Associate Professor
Address: Via Ospedale 72, 09124 Cagliari, Italy
Palazzo delle Scienze, 1st Floor
(+39) 070 675 8529
Short CV
Maurizio Atzori was born in 1978 in Italy. He graduated in Computer Science (Informatica) summa cum laude in 2002, from the University of Pisa. He holds a PhD in Computer Science from the School for Graduate Studies “Galileo Galilei”, University of Pisa, obtained in 2006. He has been member of the ISTI-CNR, holding a research fellowship from CNR of Pisa, and a member of Knowledge Discovery and Delivery Laboratory. He has been visiting scholar at Purdue University (Indiana, USA), working with Prof. Christopher W. Clifton and his research team. He has been visiting resercher working with Prof. Yucel Saygin at Sabanci University (Istanbul, Turkey) and at UCLA, collaborating with Prof. Carlo Zaniolo. Since December 2010 he is permanent faculty at the Department of Mathematics and Computer Science of the University of Cagliari (Italy), Associate Professor since November 2018. His major research interests regard databases, data mining, knowledge graphs and privacy-preserving algorithms for data management.
Highlights
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General Co-Chair of SEBD 2024, the 32nd Symposium on Advanced Database Systems that will take place in Villasimius (Sardinia), June 23-26, 2024. Looking forward to meeting you at Tanka Village Villasimius!
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PI of PRIN22 Project DEMON: Detect and Evaluate Manipulation of ONline information, partnering with the internationally distinguished research team of Prof. Stefano Ceri @ POLIMI (Oct 2023-Oct 2025)
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PC Member of VLDB 2025, IEEE ICDM 2024, IEEE BigData 2024, ACM CIKM 2024, ACM SIGIR 2024, ESWC 2024
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our delta-presence data anonymity attack and sanitization has been featured on Springer’s Encyclopedia of Cryptography, Security and Privacy and became part of an official Google product! See Google Cloud Data Loss Prevention
Teaching
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Programmazione 2 - Object-Oriented Programming for undergrad students (through Moodle e-learning platform, since A.A. 2010/11)
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Artificial Intelligence and Natural Language Understanding (Reading course) for master students (only on A.A. 2018/19)
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Natural Language Processing and Knowledge Graphs for master students (through Moodle e-learning platform, since A.A. 2023/24)
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[Artificial Intelligence: Natural Language Processing and Understanding, (https://elearning.unica.it/course/view.php?id=284) for master students (through Moodle e-learning platform, A.A. 2019/20-2022/23)
I previously tought as Aggregate Professor at the University of Sassari and as Teaching assistant at the University of Pisa.
Other activities
- CINI Lab Big Data Reference member for the University of Cagliari and Member of the Comitato di Gestione (Management Committee) of CINI Lab on Big Data. The CINI Big Data Laboratory is an Italian expertise center for the development of knowledge and technologies in the fields of Big Data and Data Science, which are of strategic importance in decisional processes within companies and government agencies, as well as for the analysis of large-scale social behaviors and for the solution of complex scientific problems.
- Machine Learning Meetup Cagliari co-founder and co-organizer of the ML Meetup in Cagliari counting +160 members.
- Intelligenza Artificiale e Comprensione Automatica del Linguaggio Naturale lecture on AI and NLP at 1st spring school of TDM research and training program, Urban Computing 2019, May 17, 2019 CRS4, Cagliari
- A User-Friendly Interface for Structured and Temporal Queries over Wikipedia talk @PoliMi, 21 October 2016
- A User-Friendly Interface for Structured and Temporal Queries over Wikipedia talk @UniBZ, 17 October 2016
- Structured Queries over Unstructured Data talk @UCLA, DB-UCLA, 16 February 2016
Publications
An updated list of my publications can be found at DBLP, as reported in the Computer Science Bibliography maintained by Michael Ley.
- Assessing Italian Large Language Models on Energy Feedback Generation: A Human Evaluation Study. Manuela Sanguinetti, Alessandro Pani, Alessandra Perniciano, Luca Zedda, Andrea Loddo, Maurizio Atzori. CLiC-it 2024 – Tenth Italian Conference on Computational Linguistics, (CLiC-it 2024)
- From User Preferences to Optimization Constraints Using Large Language Models. Manuela Sanguinetti, Alessandra Perniciano, Luca Zedda, Andrea Loddo, Cecilia Di Ruberto, Maurizio Atzori. The 3rd Italian Conference on Big Data and Data Science (ITADATA 2024), Pisa, Italy (2024)
- A Comparative Analysis of Image Descriptors for Histopathological Classification of Gastric Cancer. Marco Usai, Andrea Loddo, Maurizio Atzori, Cecilia Di Ruberto. The 3rd Italian Conference on Big Data and Data Science (ITADATA 2024), Pisa, Italy (2024)
- Evaluating Password Strength Based on Information Spread on Social Networks: A Combined Approach Relying on Data Reconstruction and Generative Models. Maurizio Atzori, Eleonora Calò, Loredana Caruccio, Stefano Cirillo, Giuseppe Polese, Giandomenico Solimando. Online Social Networks and Media (OSNEM) Journal, Elsevier, 2024.
- Snarci at SemEval-2024 Task 4: Themis Model for Binary Classification of Memes. Luca Zedda, Alessandra Perniciano, Andrea Loddo, Cecilia Di Ruberto, Manuela Sanguinetti, Maurizio Atzori. SemEval 2024 (2024)
- Conversational Agents for Energy Awareness and Efficiency: A Survey. Manuela Sanguinetti, Maurizio Atzori. Special Issue on Towards a Sustainable Future: Addressing AI and Big Data, Energy, Climate, and Public Healthcare Challenges, Electronics Journal (2023, published in Jan 2024).
- Dataspaces: concepts, architectures and initiatives. Maurizio Atzori, Angelo Ciaramella, Claudia Diamantini, Beniamino Di Martino, Salvatore Distefano, Tullio Facchinetti, Fabrizio Montecchiani, Antonino Nocera, Giancarlo Ruffo, Roberto Trasarti. The 2nd Italian Conference on Big Data and Data Science (ITADATA 2023) (2023)
- From Text to Data: Extracting Structured Information and Querying it via KGQA and BESt Queries. Maurizio Atzori. The 1st Italian Conference on Big Data and Data Science 9rì(ITADATA 2022) (2022)
- rewordQALD9: A Bilingual Benchmark with Alternative Rewordings of QALD Questions. Manuela Sanguinetti, Maurizio Atzori and Nicoletta Puddu. _ Proceedings of the SEMANTiCS Conference 2022, poster session. (2022)
- δ-Presence. Mehmet Ercan Nergiz, Maurizio Atzori, Chris Clifton. In: Jajodia S., Samarati P., Yung M. (eds) Encyclopedia of Cryptography, Security and Privacy. Springer, Berlin, Heidelberg. (2021)
- Improving Work Life Conditions via Portable Knowledge-Driven Recommender System. Maurizio Atzori, Alessandro Barenghi, Sara Comai, Mariagrazia Fugini, Diego Marcia, Gerardo Pelosi, Manuela Sanguinetti, Vincenzo Scotti. SEBD 2021 - Proceedings of the 29th Italian Symposium on Advanced Database Systems, Pizzo Calabro (2021)
- User-friendly Query Interfaces for the HOPE Project. Diego Marcia, Manuela Sanguinetti, Maurizio Atzori. Proceedings of the 11th Italian Information Retrieval Workshop 2021. Bari, Italy, September 13-15, 2021
- Unaddressed challenges in persuasive dieting chatbots. Simone Balloccu, Ehud Reiter, Matteo Gioele Collu, Federico Sanna, Manuela Sanguinetti and Maurizio Atzori. ACM UMAP 2021 Workshop on PICA: Towards a new generation of Personalized Intelligent Conversational Agents (2021).
- Report on SEBD 2020: the 28th Italian Symposium on Advanced Database Systems. Maristella Agosti, Maurizio Atzori, Paolo Ciaccia, Letizia Tanca. ACM SIGIR Forum, Vol. 54 No. 2 December (2020).
- Special issue on “Data Exploration in the Web 3.0 Age. Maurizio Atzori, Georgia Koutrika, Barbara Pes, Letizia Tanca. Future Generation Computer System 112: 1177-1179 (2020)
- Decision Support Systems to Promote Health and Well-Being of People During Their Working Age: The Case of the WorkingAge EU Project. Rosa Maria Resende de Almeida, Adriana Grau Aberturas, Yolanda Bueno Aguado, Maurizio Atzori, Alessandro Barenghi, Gianluca Borghini, Carlos Alberto Catalina Ortega, Sara Comai, Raquel Losada Durán, Mariagrazia Fugini, Hatice Gunes, Basam Musleh Lancis, Gerardo Pelosi, Vincenzo Ronca, Licia Sbattella, Roberto Tedesco, Tian Xu. Embedded Computer Systems: Architectures, Modeling, and Simulation (SAMOS 2020), part of International Conference on Embedded Computer Systems, Lecture Notes in Computer Science, vol 12471 (2020)
- Fully-Unsupervised Embeddings-based Hypernym Discovery. Maurizio Atzori, Simone Balloccu. Information Journal, Special Issue Advances in Computational Linguistics (2020)
- AskCO: A Multi-language and Extensible Smart Virtual Assistant. Mattia Atzeni, Maurizio Atzori. IEEE AIKE 2019 - Proceedings of the 2019 IEEE Int. Conference on Artificial Intelligence and Knowledge Engineering (2018)
- Ontology Summarization: Graph-Based Methods and Beyond. Seyedamin Pouriyeh, Mehdi Allahyari, Qingxia Liu, Gong Cheng, Hamid Reza Arabnia, Maurizio Atzori, Farid Ghareh Mohammadi, Krys Kochut. International Journal of Semantic Computing (IJSC) 13(2): 259-283 (2019)
- OKgraph: Unsupervised Structured Data Extraction from Plain Text. Maurizio Atzori, Simone Balloccu, Andrea Bellanti, Emanuele Mameli and Stefano Raimondo Usai. Proceedings of the 10th Italian Information Retrieval Workshop (IIR 2019) (2019)
- Machine Learning of SPARQL Templates for Question Answering over LinkedSpending. Roberto Cocco, Maurizio Atzori, Carlo Zaniolo. Proceedings of Sistemi Evoluti per Basi di Dati ([SEBD 2019]
- Machine Learning of SPARQL Templates for Question Answering over LinkedSpending. Roberto Cocco, Maurizio Atzori, Carlo Zaniolo. 28th IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (IEEE WETICE 2019), DEW Track (DEW 2019) (2019)
- DEW 2019: Data Exploration in the Web 3.0 Age. Maurizio Atzori, Barbara Pes. 28th IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (IEEE WETICE 2019), DEW Track (DEW 2019) (2019)
- Assistenti Virtuali per la Pubblica Amministrazione. Mattia Atzeni, Maurizio Atzori. 1st Ital-IA Conference, Workshop AI for the Public Administration (2019)
- Guest Editors’s Introduction (Special Issue on Artificial Intelligence and Knowledge Engineering). Maurizio Atzori, Adina M. Panchea, Lubomir Stanchev. International Journal of Semantic Computing (IJSC), World Scientific (2019).
- Special Issue on Advanced Learning Methods for Complex Data. Maurizio Atzori, Barbara Pes. Editorial, Information J. 2019, 10(1), 8; Artificial Intelligence section, doi: 10.3390/info10010008 (2019)
- R-LDA: Profiling RDF datasets using Knowledge-based Topic Modeling. Seyedamin Pouriyeh, Mehdi Allahyari, Gong Cheng, Hamid Reza Arabnia, Maurizio Atzori and Krys Kochut. ICSC 2019 - 11th IEEE International Conference on Semantic Computing (2019)
- What is the cube root of 27? Question Answering over CodeOntology. Atzeni M., Atzori M. ISWC 2018 - Proceedings of the 17th International Semantic Web Conference, Research Track (2018)
- QA3: a Natural Language Approach to Question Answering over RDF Data Cubes. Maurizio Atzori, Giuseppe M. Mazzeo, Carlo Zaniolo. Semantic Web Journal, Vol. 10, no. 3, pp. 587-604, (2019) PDF
- User-Friendly Temporal Queries on Historical Knowledge Bases. Carlo Zaniolo, Shi Gao, Maurizio Atzori, Muhao Chen, Jiaqi Gu. Information and Computation, Time 2015 special issue, Elsevier (2018)
- Towards Semantic Approaches for General-Purpose End-User Development. Mattia Atzeni, Maurizio Atzori. IEEE IRC 2018 - Second International Workshop on Semantic Robots (WSR) (2018)
- Unsupervised Singleton Expansion from Free Text. Maurizio Atzori, Simone Balloccu and Andrea Bellanti. ICSC 2018 - 10th IEEE International Conference on Semantic Computing (2018)
- Summary Report for the Data Exploration in the Web 3.0 Age (DEW) Track. Atzori M., Pes B. 27th IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE), DEW Track (DEW 2018) (2018)
- Querying RDF Data Cubes through Natural Language. Maurizio Atzori, Giuseppe M. Mazzeo, Carlo Zaniolo. SEBD 2018 - Proceedings of the 26th Italian Symposium on Advanced Database Systems (2018)
- Translating Natural Language to Code: An Unsupervised Ontology-Based Approach. Atzeni M., Atzori M. IEEE AIKE 2018 - Proceedings of the first IEEE Int. Conference on Artificial Intelligence and Knowledge Engineering, Best Paper (2018)
- Graph-Based Methods for Ontology Summarization: A Survey. Seyedamin Pouriyeh, Mehdi Allahyari, Qingxia Liu, Gong Cheng, Hamid Reza Arabnia, Maurizio Atzori, Krys Kochut. IEEE AIKE 2018 - Proceedings of the first IEEE Int. Conference on Artificial Intelligence and Knowledge Engineering (2018)
- CodeOntology: RDF-ization of Source Code. Atzeni M., Atzori M. ISWC 2017 - Proceedings of the 16th International Semantic Web Conference, Resource Track (2017)
- CodeOntology: Querying Source Code in a Semantic Framework. Atzeni M., Atzori M. ISWC 2017 - Proceedings of the 16th International Semantic Web Conference, Demo Paper (2017)
- Track Summary Report for the Data Exploration in the Web 3.0 Age (DEW) Track. Atzori M., Dessi N., Pes B. 26th IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE), DEW Track (DEW 2017) (2017)
- Is Wikipedia a Latent Gene Ontology?. Dessi N., Atzori M. 26th IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE), DEW Track (DEW 2017) (2017)
- The Need of Structured Data: Introducing the OKgraph Project. Maurizio Atzori. Proceedings of the 8th Italian Information Retrieval Workshop (IIR 2017) (2017)
- Towards Chatbots as Recommendation Interfaces. Atzori M., Boratto L., Spano D. 2nd Workshop on Engineering Computer-Human Interaction in Recommender Systems (EnCHIReS 2017) part of 9th ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS 2017), 26-29 June, 2017 Lisbon, Portugal (2017)
- Answering End-User Questions, Queries and Searches on Wikipedia and its History. Atzori M., Gao S., Mazzeo G. M., Zaniolo C. IEEE Data Engineering Bulletin, Volume 39 (2016)
- A Machine-Learning Approach to Ranking RDF Properties. Dessi A., Atzori M. Future Generation Computer Systems Journal, Special Issue on Semantic Technologies for Collaborative Web (2016; appeared online on May 2015).
- SPARQL Queries over Source Code. Setzu M., Atzori M. ICSC 2016 - 10th IEEE International Conference on Semantic Computing (2016)
- Write-Once Run-Anywhere Custom SPARQL Functions. D. S. Ferru, Atzori M. ICSC 2016 - 10th IEEE International Conference on Semantic Computing (2016)
- SPARQLT and its User-Friendly Interface for Managing and Querying the History of RDF Knowledge Bases. Gao S., Chen M., Atzori M., Gu J. and Zaniolo C. ISWC 2015 - Proceedings of the 14th International Semantic Web Conference, Demo Track (2015)
- Expressivity and Accuracy of By-Example Structured Queries on Wikipedia. Atzori M., Zaniolo C. 24th IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE), Web2Touch Track (2015)
- Schema-Agnostic Ranking of RDF Properties. Dessi A., Atzori M. SEBD 2015 - Proceedings of the 23rd Italian Symposium on Advanced Database Systems (2015)
- Introducing the Web of Functions: Interoperable Higher-Order Functions in Pure SPARQL. Atzori M. SEBD 2015 - Proceedings of the 23rd Italian Symposium on Advanced Database Systems (2015)
- Beyond Text-based Web Search: Question Answering and By-Example Structured Queries compared on Wikipedia. Atzori M., Zaniolo C. SEBD 2015 - Proceedings of the 23rd Italian Symposium on Advanced Database Systems (2015)
- Text-Mining, Structured Queries, and Knowledge Management on Web Document Corpora. Mousavi H., Atzori M., Gao S., Zaniolo C. SIGMOD Record Journal, Vol. 43(3), (2014)
- Expressivity and Accuracy of By-Example Structured Queries on Wikipedia. Atzori M., Zaniolo C. UCLA Computer Science Technical Report 140017 (2014)
- Toward the Web of Functions: Interoperable Higher-Order Functions in SPARQL. Atzori M. ISWC 2014 - Proceedings of the 13th International Semantic Web Conference, Research Track, doi (2014)
- call: A Nucleus for a Web of Open Functions. Atzori M. ISWC 2014 - Proceedings of the 13th International Semantic Web Conference, Demo Track (2014)
- Supporting Semantic Web Search and Structured Queries on Mobile Devices. Dessi A., Maxia A., Atzori M., Zaniolo C. SEBD 2014 - Proceedings of the 22nd Italian Symposium on Advanced Database Systems (2014)
- Ranking DBpedia Properties. Atzori M., Dessi A. 23rd IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE), Web2Touch Track (2014)
- Computing on-the-fly DBpedia Property Ranking. Dessi A., Atzori M. ICSC 2014 - 8th IEEE International Conference on Semantic Computing (2014)
- Computing Recursive SPARQL Queries. Atzori M. ICSC 2014 - 8th IEEE International Conference on Semantic Computing (2014)
- Improving Spatial Decision Making in Cloud Computing. Argiolas M., Atzori M., Dessi N., Pes B. In book Contemporary Advancements in Information Technology Development in Dynamic Environments, (2014)
- Supporting Semantic Web Search and Structured Queries on Mobile Devices. Dessi A., Maxia A., Atzori M., Zaniolo C. 3rd Intl. ACM Workshop Semantic Search over the Web (SSW 2013 / VLDB 2013) (2013)
- User-Friendly Structured Queries on Wikipedia: the SWiPE System. Atzori M., Zaniolo C. SEBD 2013 - Proceedings of the 21th Italian Symposium on Advanced Database Systems (2013)
- SWiPE: Searching wikipedia by example. Atzori M., Zaniolo C. WWW’12 - Proceedings of the 21st Annual Conference on World Wide Web Companion (2012)
- Dataspaces enhancing decision support systems in clouds. Argiolas M., Atzori M., Dessi N., Pes B. International Journal of Web Portals (2012)
- Dataspaces: Where structure and schema meet. Atzori M., Dessi N. Studies in Computational Intelligence (2011)
- Co-clustering numerical data under user-defined constraints. Pensa R.G., Boulicaut J.-F., Cordero F., Atzori M. Statistical Analysis and Data Mining (2010)
- Towards trajectory anonymization: A generalization-based approach. Nergiz M.E., Atzori M., Saygin Y., Baris G. Transactions on Data Privacy (2009)
- Towards trajectory anonymization: A generalization-based approach. Nergiz M.E., Atzori M., Saygin Y. Proceedings of the SIGSPATIAL ACM GIS 2008 International Workshop on Security and Privacy in GIS and LBS, SPRINGL’08 (2008)
- Anonymity preserving pattern discovery. Atzori M., Bonchi F., Giannotti F., Pedreschi D. VLDB Journal (2008)
- Privacy-aware knowledge discovery from location data. Atzori M., Bonchi F., Giannotti F., Pedreschi D., Abul O. Proceedings - IEEE International Conference on Mobile Data Management (2007)
- Hiding sequences. Abul O., Atzori M., Bonchi F., Giannotti F. SEBD 2007 - Proceedings of the 15th Italian Symposium on Advanced Database Systems (2007)
- Hiding sequences. Abul O., Atzori M., Bonchi F., Giannotti F. Proceedings - International Conference on Data Engineering (2007)
- Hiding sensitive trajectory patterns. Abul O., Atzori M., Bonchi F., Giannotti F. Proceedings - IEEE International Conference on Data Mining, ICDM (2007)
- Hiding the presence of individuals from shared databases. Nergiz M.E., Atzori M., Clifton C. Proceedings of the ACM SIGMOD International Conference on Management of Data (2007)
- Secure distributed k-anonymous pattern mining. Jiang W., Atzori M. Proceedings - IEEE International Conference on Data Mining, ICDM (2006)
- Towards low-perturbation anonymity preserving pattern discovery. Atzori M., Bonchi F., Giannotti F., Pedreschi D. Proceedings of the ACM Symposium on Applied Computing (2006)
- Weak k-anonymity: A low-distortion model for protecting privacy. Atzori M. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2006)
- Maurizio Atzori: An Effective Framework for Data Anonymity. Atzori M. SEBD 2006 - Proceedings of the 15th Italian Symposium on Advanced Database Systems (2006)
- Memory-Aware Frequent k-Itemset Mining. Atzori M., Mancarella P., Turini F. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2005)
- Blocking anonymity threats raised by frequent itemset mining. Atzori M., Bonchi F., Giannotti F., Pedreschi D. Proceedings - IEEE International Conference on Data Mining, ICDM (2005)
- k-Anonymous patterns. Atzori M., Bonchi F., Giannotti F., Pedreschi D. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2005)
- Anonymity and data mining. Atzori M., Bonchi F., Giannotti F., Pedreschi D. Computer Systems Science and Engineering (2005)
- Abduction in classification tasks. Atzori M., Mancarella P., Turini F. Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science) (2003)
- PhD Thesis Abduction and Anonymity in Data Mining. Atzori M. Ph.D. Thesis: TD-01/06. University of Pisa, Italy (2006)
Projects
Member of the following projects and research groups:
- ASTRID Advanced learning STRategies for high-dimensional and Imbalanced Data (Fondazione di Sardegna-UniCA, Annualita 2020, CUP F75F21001220007, 19.10.2021-19.10.2023)
- WorkingAge Smart Working environments for all Ages. PI of third party unit (Horizon 2020 RIA Call H2020-SC1-DTH-2018-2020 Digital transformation in Health and Care)
- HOPE High quality Open data Publishing and Enrichment, PI of research unit (PRIN 2017, 2019-2022, €928K)
- ADAM Activity recognition in Dual Acquisition Mode: analysis, feature extraction and classification of actions and activities (Fondazione di Sardegna-UniCA Annualita 2018 CUP F74I19000900007 – ADAM project, 06.2019 - 04.2022)
- TypicalBI Typical Business Intelligence platform, PI (privately-funded by Typical S.r.l., 2018-2019)
- OKgraph Open Knowledge Graphs, PI (RAS, Capitale Umano Alta Qualificazione, 2017-2019, €50K)
- EmILIE sEnsing ImpLicit Input and Emotions (Fondazione di Sardegna, 2017-2019)
- Google Faculty Award Exploiting Structured Queries in Question Answering and Search - co-PI with Prof. Carlo Zaniolo (Google Faculty Research Award Winter 2015)
- Security Horizons A consortium of universities working on security and privacy issues (PRIN 2010-11 project)
- DENIS Dataspaces Enhancing the Next Internet in Sardinia, co-PI (RAS)
- U-DID Unstructured Data Integration for Dataspaces, PI (RAS)
- DIVA A predictive system aimed at fighting against tax evasion in VAT domain
- KDubiq Ubiquitous Knowledge Discovery (WG5: Privacy and Security)
- GeoPKDD Geographic Privacy-aware Knowledge Discovery and Delivery, site
- GeoPKDD.it Italian Project on Geographic Privacy-aware Knowledge Discovery and Delivery (MIUR COFIN2004)
- P3D - Privacy Preserving Pattern Discovery A “Curiosity Driven and Independent Research” ISTI Internal Project
- KDDML-MQL Knowledge Discovery in Databases Markup Language (KDDLab, UniPI)
- ClickWorld Data analysis of Click Streams (Kataweb, UniPI)
Attended PhD Courses
- Advanced Course on Data Science & Machine Learning ACDL 2018 summer school, dedicated to both young scholars and seasoned investigators
- Security and Cooperation in Wireless Networks Prof. J.P. Hubaux, EPFL, Switzerland.
- Privacy in Wireless Networks Prof. G. Tsudik, University California Irvine, CA, U.S.A.
- Search Engines and Question Answering Prof. G. Attardi, University of Pisa, Italy.
- Economic and Game-Theoretic Aspects of Information Systems Prof. C. Papadimitriou, University of California, Berkeley, U.S.A.
- Authoritative Sources in a Hyperlinked Environment Prof. P. Raghavan, Verity and Stanford University.
- Search and Data Mining in the Internet Prof. A. Broder, IBM Research.
- From Data Mining to Relational Data Mining Prof. S. Dzeroski, Department of Intelligent Systems, Jozef Stefan Institute, Slovenia.
- Some Computational Aspects of Geoinformatics Prof. M. Worboys, Department of Spatial Information Engineering, University of Maine, U.S.A.
- Data Compression of Massive Prof. P. Ferragina, University of Pisa, Italy.
Software and Tools
- SWiPE Searching WikiPedia by Example, as published at WWW2012 and featured by the international magazine New Scientist, ZDNet, Communications of the ACM, KurzweilAI and translated in several languages
"By making Wikipedia search simple, though, SWiPE has the potential to bring this benefit to a far greater audience. I, for one, can’t wait to try it out myself." (Lee Feigenbaum, W3C SPARQL WG co-Chair)
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CodeOntology RFD-ization of source code and use of SPARQL for finding design patterns over code. Also a Computational Question Answering tool
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Web of Functions Higher-order interoperable functions within any SPARQL endpoint
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runSPARQL
A tool to compute Recursive SPARQL Queries (see also this) -
rankProp A tool to rank RDF properties of DBpedia entities, based on MLR algorithms.
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Qpedia A visual query interface focused on mobile devices. It compiles queries to SPARQL and run them against DBpedia servers.
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Java Privacy-Preserving Pattern Discovery Package (jp3d) A pure java package for privacy-preserving pattern discovery. MathCollection, an extension for the Java Collection Framework by Dietmar Lippold, is required. See CNR description for further details.
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k-Privacy A pure java application for table anonymization through k-anonymity generalization and suppression. It has both console and graphical user interface. Joint work with Davide Carfi. See CNR description for further details.
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Privacy-Preserving Distributed Data Mining Library (PPDDM-Lib) An open source ANSI C/C++ library of functions and protocols useful to exchange sensible information while computing Data Mining Models from several servers, as described in Clifton et al., 2003. The OpenSSL Toolkit is required. Joint work with Daniele Sgandurra, developed at ISTI-CNR, Pisa.
I am also developing a number of other applications in the fields of abduction, data privacy, and data mining. I planned to publish them here as soon as the documentation is ready. If you need details on experiments on my papers or software published here, please feel free to email me.
Scientific Activities
Member of the following Scientific Societies and Groups:
- SIAM Activity Group on Data Mining, IEEE Computer Society Technical Committee on Semantic Computing (TCSEM)
Journal Editor:
- Guest Editor of the new Special Issue on Decision Support System and Explainable AI (XAI) to improve Human – Computer Interaction and Teaming on J. of Frontiers in Neuroergonomics.
- Guest Editor of the Future Generation Computer Systems (Elsevier) special issue on Data Exploration in the Web 3.0 Age. It has been a great success, we received almost 30 submissions!
- Topic Editor for Semantic Web and NLP of the Electronics Journal
- Area Editor of the Encyclopedia with Semantic Computing and Robotic Intelligence. Interested in publishing an entry in the enciclopedia? Details are available, or just drop me an email!
- Editor of the Open Journal of Internet of Things (OJIOT)
- Guest Editor of the Special Issue on Artificial Intelligence and Knowledge Engineering, International Journal of Semantic Computing (IJSC), World Scientific (2019).
- Guest Editor of the Special Issue on Advanced Learning Methods for Complex Data. Information J. 2019, 10(1), 8; Artificial Intelligence section (2019)
Other journal-related editorial activities:
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Served as Reviewer for the following major database and data mining international journals: ACM Transactions on Database Systems (TODS), IEEE Transactions on Knowledge and Data Engineering (TKDE), The Proceedings of the VLDB (PVLDB, Vol. 18), The International Journal on Very Large Data Bases (VLDB Journal), ACM Transactions on the Web (TWEB), International Journal on Data and Knowledge Engineering (DKE), International Journal on Knowledge and Information Systems (KAIS), Data Mining and Knowledge Discovery Journal (DAMI), International Journal of Geographical Information Science (IJGIS), Transactions on Data Privacy (TDP), Journal of Computer Science and Technology (JCST), Information Sciences (INS), Journal of Parallel and Distributed Computing (JPDC), Information Processing & Management (IPM), IEEE Access (IEEEAccess), Informatics in Medicine Unlocked, Expert Systems With Applications, Information and Software Technology, Applied Ontology, Nature ScientificReports.
- Served as Reviewer for the Journal of AI and Data Mining (JAIDM)
- Served for the Zentralblatt-Math review database of mathematics.
Scientific Conference Organization:
- General co-Chair of SEBD 2024, 32nd Italian Symposium on Advanced Database Systems (Sardinia, June 2024)
- Best Thesis Award Committee ITADATA 2024, The 3rd Italian Conference on Big Data and Data Science (Pisa, September 2024)
- Tutorial/Demo Chair of ITADATA 2023, the 2nd Italian Conference on Big Data and Data Science, Naples, Italy (Sept 11-13, 2023)
- co-Chair and Local Organizer of the Post-SEBD2020, Workshop Post-SEBD in memory of Prof. Antonio Picariello (Villasimius, September 3-7, 2020)
- PC Chair of SEBD 2020 28th Italian Symposium on Advanced Database Systems (online due to covid-19 emergency, June 21-24 2020)
- Publicity Chair of the 2020 IEEE International Conference on Semantic Computing (ICSC2020)
- Workshop Chair of the 2020 IEEE Artificial Intelligence nd Knowledge Engineering (AIKE 2020)
- General Chair and Local Organizer of the 2019 IEEE Artificial Intelligence and Knowledge Engineering (AIKE 2019)
- PC Chair of the 2018 IEEE Artificial Intelligence and Knowledge Engineering (AIKE 2018)
- Organizing Committee Member, PC member and Publicity co-Chair of the 13th IEEE International Conference on Semantic Computing (ICSC 2019)
- Organizing Committee Member and Publicity co-Chair, Best paper award committee Chair of the 12th IEEE International Conference on Semantic Computing (ICSC 2018)
- Panel Chair and moderator at IEEE WETICE 2017 Panel on Data centricity of digital world: opportunities and challenges
- Workshop and Special Session Committee Co-Chair of the 11th IEEE International Conference on Semantic Computing (ICSC 2017)
- Workshop Committee Co-Chair of the The First IEEE International Conference on Robotic Computing (IRC 2017)
- Session Chair of the Semantics Integration and Analysis Session,at the 10th IEEE International Conference on Semantic Computing (ICSC 2016), Laguna Hill, California.
- PC co-Chair of the 28th IEEE WETICE track on Data Exploration in the Web 3.0 Age (DEW 2018)
- PC co-Chair of the 27th IEEE WETICE track on Data Exploration in the Web 3.0 Age (DEW 2018)
- PC co-Chair of the 26th IEEE WETICE track on Data Exploration in the Web 3.0 Age (DEW 2017)
- Organizing Committee Member of The 15th European Conference on Machine Learning (ECML) 2004 and the 8th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD) 2004, Pisa, Italy
PC Member for a number of International Conferences and Workshops, including:
- Member of the Review Board for PVLDB Volume 18 for the VLDB 2025, 51st International Conference on Very Large Data BasesLondon, United Kingdom - August 28 to September 1, 2025
- PC Member of IEEE ICDM 2024, the 2024 IEEE International Conference on Data Mining, Abu Dhabi, UAE, December 9-12, 2024
- PC Member of IEEE BigData 2024, Washington DC, USA, December 15-18, 2024
- PC Member of CIKM 2024, 33rd ACM International Conference on Information and Knowledge Management, both Full and Short Research Paper Tracks. Boise, Idaho, USA, October 21–25, 2024
- PC Member of SIGIR 2024, The 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, Resource and Reproducibility Track, Washington DC, July 14-18, 2024
- PC Member of IIR 2024, the 14th Italian Information Retrieval Workshop (IIR 2024), Udine, Italy, on September 5-6, 2024.
- PC Member of ESWC 2024, Research track
- PC Member of ECIR 2024, 46th European Conference on Information Retrieval, Glasgow, Scotland: 24th-28th March, 2024
- PC Member of ITADATA2024 The 3rd Italian Conference on Big Data and Data Science - Pisa, Italy, September 2024
- PC Member of SIMBig 2024, 11th International Conference on Information Management and Big Data, Unam (Peru), 20-22 November 2024
- PC Member of CIKM 2023, 32nd ACM International Conference on Information and Knowledge Management, University of Birmingham and Eastside Rooms. Both Full and Short Research Paper Tracks. UK Oct 21-25, 2023
- PC Member of ESWC 2023, Extended Semantic Web Conference, May 28 - June 1 in Hersonissos, Greece, 2023
- PC Member of ECIR 2023, 45th European Conference on Information Retrieval, full research paper track, 2023
- PC Member of CIKM 2022, 31st ACM International Conference on Information and Knowledge Management, October 17-22, 2022, Hybrid Conference, Hosted in Atlanta, Georgia, USA
- Italian Symposium on Advanced Database Systems (SEBD2023, SEBD2022, SEBD2021, SEBD2020, SEBD2018, SEBD2016, SEBD2014, SEBD2013, SEBD11)
- ESWC 2022, Extended Semantic Web Conference, May 29 - June 2, 2022, Hersonissos, Greece
- ITADATA2022 First Italian Conference on Big Data and Data Science - Milan, Italy September 20-21 2022
- PC Member of ECIR 2022, 44rd European Conference on Information Retrieval, Reproducibility track (Lucca, March 28-April 1, 2021)
- PC Member of the IEEE ICDM International Workshop on Spatial and Spatiotemporal Data Mining (SSTDM 2022), co-located with IEEE ICDM, PC Member since SSTDM-08
- PC Member of CIKM 2021, 30th ACM International Conference on Information and Knowledge Management, 1-5 November 2021, Online. Hosted in Gold Coast, Queensland, Australia
- PC Member of 18th Extended Semantic Web Conference (ESWC 2021)
- PC Member of ECIR 2021, 43rd European Conference on Information Retrieval, Reproducibility track (Lucca, March 28-April 1, 2021)
- PC member of ODBASE 2020, The 19th International Conference on Ontologies, DataBases, and Applications of Semantics (27-28 October 2020, Rhodes, Greece)
- 17th Extended Semantic Web Conference (ESWC 2020), Research track on Natural Language Processing and Information Retrieval
- 42nd European Conference on Information Retrieval (ECIR 2020) short paper track
- 18th International Semantic Web Conference (ISWC 2019), both main Research and Resource tracks
- 16th Extended Semantic Web Conference (ESWC 2019), Natural Language Processing and Information Retrieval Track
- Italian Information Retrieval Workshop (12th, IIR 2022, 11th, IIR 2021, 10th, IIR 2019, 9th, IIR 2018, IIR 2017)
- 7th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data (BigSpatial-2018), held in conjunction with the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2018)
- International Semantic Web Conference (ISWC 2018), Resource Track program committee.
- 2018 SIAM International Conference on Data Mining (SDM 2018)
- 12th IEEE International Conference on Semantic Computing (ICSC 2018) - Newport Beach, California, USA
- 27th IEEE WETICE 2018
- The Fourth International Conference on Big Data, Small Data, Linked Data and Open Data (ALLDATA 2018), April 22, 2018 to April 26, 2018 - Athens, Greece
- International Workshop on Privacy and Security of Big Data (PSBD 2017 co-located with IEEE BigData 2017).
- 26th IEEE WETICE 2017
- 6th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data (BigSpatial-2017), held in conjunction with the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2017)
- 1st International Workshop on Application of Semantic Web technologies in Robotics - AnSWeR 2017, co-located with the 14th Extended Semantic Web Conference (ESWC 2017) - Portoroz, Slovenia, 28 May - 1st June 2017
- International Workshop on Semantic Multimedia Computing (SMC 2017, in conjunction with IEEE ICSC 2017, SMC 2018, SMC 2019)
- First IEEE International Workshop on Semantic Robots (WSR 2017, in conjunction with IEEE IRS 2017)
- 5th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data (BigSpatial-2016), held in conjunction with the ACM GIS Conference on October 31st in San Francisco, CA
- The Third International Conference on Big Data, Small Data, Linked Data and Open Data (ALLDATA 2017)
- 1st IEEE ICDM International Workshop on Privacy and Discrimination in Data Mining (PDDM 2016)
- 7th Italian Information Retrieval Workshop (IIR 2016)
- International Conference on Business Information Systems (BIS 2016, BIS 2015, BIS 2014)
- International Workshop on Analytics for Big Geospatial Data (BigSpatial-2015)
- International Workshop on Privacy and Security of Big Data (PSBD 2015 co-located with IEEE BigData 2015).
- International Workshop on Trust, Security and Privacy for Big Data (TrustData 2015)
- IFIP Conference on Computer Science and its Applications (CIIA-2015 Security and Network Technologies Track)
- International Workshop on Privacy and Anonymity in the Information Society (PAIS 2017, in conjunction with EDBT/ICDT, in the PC since its first edition in 2008)
- International Workshop on Privacy and Security of Big Data (PSBD 2014 co-located with CIKM 2014).
- IEEE International Workshop on Trust, Security and Privacy for Big Data (IEEE TrustData 2014, TrustData 2013)
- International Conference on Computer Science and Its Applications (CIIA 2013, Security & Network Technologies Track)
- International Workshop on Mobility, Data Mining and Privacy Preserving anonymity in geographically referenced data, at the headquarter of the Italian Privacy Authority, Rome, 14 February 2008
- Program Committee member (PC Member) of the Second ACM SIGKDD Workshop on Privacy, Security, and Trust in KDD (PinKDD’08), joint with ACM SIGKDD 2008
- Organizing Committee and Publicity Chair of the 2008 IEEE International Conference on Data Mining (ICDM08)
- PC Member of the 19th Brazilian Symposium on Artificial Intelligence (SBIA 2008)
- PC Member of the IADIS European Conference on Data Mining 2008 (MCCSIS-DM08)
- PC member of the First ACM SIGKDD Workshop on Privacy, Security, and Trust in KDD (PinKDD’07), joint with ACM SIGKDD 2007
Served as Reviewer for a number of international conferences and workshops, including: AI*IA03, SEBD04, ECML04 and PKDD04, IEA-AIE05, SIAM DM05, PAKDD05, AI*IA05, ECML05 and PKDD05, ICDM05, ADMA05, KDID05, ACM SAC06 DM Track, PAKDD06, ICDM06, PADM06, PKDD06, ECML-PKDD07, ACM SAC08-DM, SIAM SDM08, ACM PODS08, ACM SigMOD17, CIKM 2020, ACM SigCHI 2021.
Links
- How to give good presentations - nice rules to make slides and talks
- SHERPA/RoMEO - Publisher copyright policies & self-archiving information
- CORE Portal - Official Australian CS Conference Rankings; see also the Italian GII-GRIN Ratings
- 2048 infUnica Edition - the popular game 2048 as seen by CS students at the University of Cagliari. Tetris also available.
- PhD Comics
- Compute Collaboration Distance - My Erdös Number (collaboration distance with Paul Erdös) is 4 (via Prof. C. Zaniolo)
- Internet Laws - to explain the law to techies, and tech to laywers
Resources
- AIKE 2019 on Regional News TV IEEE AIKE nel TG RAI - UniCa, Servizio di Mauro Scanu nell’edizione delle 14 del 3 giugno 2019 introdotto da Elisabetta Atzeni, con dichiarazioni di Maurizio Atzori
- ACRI awards for AIKE 2019 Got fundings for 15 foreign young visiting researchers (news in italian, also from Unione Sarda)
- Calendario Accademico 2018/19
- Uptime Monitor This page contains monitors of online services related to my work
- Calendario Accademico UniCA Calendario Accademico 2016/2017
- Google Web Toolkit (GWT) - Framework to develop AJAX application with Java
- Drag and Drop with GWT - A useful tutorial on how to support D’n D in GWT
- AlphaMiner - An Open Source Data Mining Platform by ETI
- TeXnicCenter - An excellent, freely available tool to create TeX files
- CTAN - TeX package repository
- Portable Apps - Free software that you can use from an USB Pen
- Dataset - a list of useful datasets for text mining, including CAW2 data
- P3P Online Privacy Policy Generator - It’s free and easy to use!
- Unix Utils for Windows - *nix commands porting to Windows
- Shared Wi-Fi with iMac - How to share an internet connection from iMac to PC using Wi-Fi
- Wiki in 20 minutes - How to create a wiki site with Django (by Siddharta Govindaraj)
- SSH settings - no passwords anymore, with nice default configuration
- Trace route online - info on DNS configuration of your server
- Setting up Virtuoso with DBpedia - set up RAM and swappiness, RDF performance tuning
- Ubuntu can look like Windows - Packages and themes to make Ubuntu look like Windows 7 or 8
- Production tools Guide - A Java-focused guide to production tools (Alert, log, visualization and metrics, APM, build, deployment)
- A discussion on students and their course’s ratings