Fabrizio Riguzzi
Associate Professor
Dipartimento di Matematica e Informatica, Università di Ferrara

Director of the Ferrara unit of CINI
Director of the Ferrara unit of CINI Big Data Laboratory
Ufficio M306,
Blocco B, Polo Scientifico Tecnologico
Università di Ferrara
Via Saragat 1, 44122, Ferrara, Italy
Tel: +39 0532 97 4792/+39 0532 97 4836 Fax: +39 0532 97 4836
E-Mail: fabrizio.riguzzi@unife.it
Ricevimento studenti: su appuntamento richiesto via email o telefono.
University Home Page
Photo of Fabrizio Riguzzi

Research

Interview on Big Data for the TV program Rai Community

I belong to the research groups: ML@unife, ODCS

Links to online systems: cplint, TRILL, Online AUC calculator

Publications

Google Scholar, Semantic Scholar, Loop, DBLP , ORCID , Scopus , Academia, Mendeley , Publons , ResearcherID ,

All publications by type, all publications by year

Latest publications

[1] Giuseppe Cota, Riccardo Zese, Elena Bellodi, Fabrizio Riguzzi, and Evelina Lamma. Distributed parameter learning for probabilistic ontologies. In Katsumi Inoue, Hayato Ohwada, and Akihiro Yamamoto, editors, Inductive Logic Programming: 25th International Conference, ILP 2015, Kyoto, Japan, August 20-22, 2015, Revised Selected Papers, volume 9575 of Lecture Notes in Computer Science, pages 30-45, Heidelberg, Germany, 2015. © Springer International Publishing Switzerland, Springer International Publishing. [ bib | DOI | .pdf ]
[2] Fabrizio Riguzzi. The distribution semantics for normal programs with function symbols. International Journal of Approximate Reasoning, 77:1 - 19, © Elsevier, October 2016. [ bib | DOI | .pdf | http ]
[3] Fabrizio Riguzzi and Giuseppe Cota. Probabilistic logic programming tutorial. The Association for Logic Programming Newsletter, 29(1), © by the authors, March/April 2016. [ bib | http ]
[4] Elena Bellodi, Evelina Lamma, Fabrizio Riguzzi, Riccardo Zese, and Giuseppe Cota. A web system for reasoning with probabilistic OWL. Software: Practice and Experience, © Wiley, May 2016. [ bib | DOI | .pdf ]
[5] Elena Bellodi, Fabrizio Riguzzi, and Evelina Lamma. Statistical relational learning for workflow mining. Intelligent Data Analysis, 20(3):515-541, © IOS Press, April 2016. [ bib | DOI | .pdf ]
[6] Fabrizio Riguzzi. Review of Alviano, Mario; Faber, Wolfgang Supportedly stable answer sets for logic programs with generalized atoms. (English summary) Web reasoning and rule systems, 30-44, Lecture Notes in Comput. Sci., 9209, Springer, 2015. . Mathematical Reviews, © American Mathematical Society, April 2016. [ bib | http ]
[7] Fabrizio Riguzzi. Review of Chowdhury, Md. Solimul; Liu, Fangfang; Chen, Wu; Karimi, Arash; You, Jia-Huai Polynomial approximation to well-founded semantics for logic programs with generalized atoms: case studies. Logic-based program synthesis and transformation, 279-296, Lecture Notes in Comput. Sci., 8981, Springer, 2015. Mathematical Reviews, © American Mathematical Society, January 2016. [ bib | http ]
[8] Fabrizio Riguzzi. Review of Janhunen, Tomi; Niemelä, Ilkka Cumulativity tailored for nonmonotonic reasoning. Advances in knowledge representation, logic programming, and abstract argumentation, 96-111, Lecture Notes in Comput. Sci., 9060, Springer, 2015. . Mathematical Reviews, © American Mathematical Society, January 2016. [ bib | http ]
[9] Fabrizio Riguzzi, Elena Bellodi, Evelina Lamma, Riccardo Zese, and Giuseppe Cota. Probabilistic logic programming on the web. Software: Practice and Experience, © Wiley, 2015. [ bib | DOI | .pdf ]
[10] Fabrizio Riguzzi. Introduzione all'intelligenza artificiale. CoRR, abs/1511.04352, © CC-BY, 2015. Published as Fabrizio Riguzzi, Introduzione all'Intelligenza Artificiale, Terre di Confine, 2(1), January 2006, License CC-BY. [ bib | http ]
[11] Giuseppe Cota, Riccardo Zese, Elena Bellodi, Evelina Lamma, and Fabrizio Riguzzi. Learning probabilistic ontologies with distributed parameter learning. In Elena Bellodi and Alessio Bonfietti, editors, Proceedings of the Doctoral Consortium (DC) co-located with the 14th Conference of the Italian Association for Artificial Intelligence (AI*IA 2015), volume 1485 of CEUR Workshop Proceedings, pages 7-12, Aachen, Germany, 2015. © by the authors, Sun SITE Central Europe. [ bib | .pdf ]
[12] Riccardo Zese, Elena Bellodi, Fabrizio Riguzzi, and Evelina Lamma. Tableau reasoners for probabilistic ontologies exploiting logic programming techniques. In Elena Bellodi and Alessio Bonfietti, editors, Proceedings of the Doctoral Consortium (DC) co-located with the 14th Conference of the Italian Association for Artificial Intelligence (AI*IA 2015), volume 1485 of CEUR Workshop Proceedings, pages 1-6, Aachen, Germany, 2015. © by the authors, Sun SITE Central Europe. [ bib | .pdf ]
[13] Fabrizio Riguzzi. Review of De Raedt, Luc; Kimmig, Angelika Probabilistic (logic) programming concepts. Mach. Learn. 100 (2015), no. 1, 5-47. Mathematical Reviews, © American Mathematical Society, November 2015. [ bib | http ]
[14] Fabrizio Riguzzi. Review of Wakaki, Toshiko Preference-based argumentation built from prioritized logic programming. J. Logic Comput. 25 (2015), no. 2, 251-301. . Mathematical Reviews, © American Mathematical Society, September 2015. [ bib | http ]
[15] Fabrizio Riguzzi. Review of Cinicioglu, Esma Nur Decision making with consonant belief functions: discrepancy resulting with the probability transformation method used. Yugosl. J. Oper. Res. 24 (2014), no. 3, 359-370. Mathematical Reviews, © American Mathematical Society, August 2015. [ bib | http ]
[16] Marco Gavanelli, Evelina Lamma, and Fabrizio Riguzzi, editors. AI*IA 2015, Advances in Artificial Intelligence, XIVth International Conference of the Italian Association for Artificial Intelligence, Ferrara, Italy, September 23-25, 2015, Proceedings, volume 9336 of Lecture Notes in Computer Science, Heidelberg, Germany, 2015. © Springer International Publishing Switzerland, Springer International Publishing. [ bib | DOI | http ]
[17] Fabrizio Riguzzi. The distribution semantics is well-defined for all normal programs. In Fabrizio Riguzzi and Joost Vennekens, editors, Proceedings of the 2nd International Workshop on Probabilistic Logic Programming (PLP), volume 1413 of CEUR Workshop Proceedings, pages 69-84, Aachen, Germany, 2015. © by the authors, Sun SITE Central Europe. [ bib | http | .pdf ]
[18] Fabrizio Riguzzi and Joost Vennekens, editors. Proceedings of the 2nd International Workshop on Probabilistic Logic Programming (PLP), volume 1413 of CEUR Workshop Proceedings, Aachen, Germany, 2015. © by the authors, Sun SITE Central Europe. [ bib | http ]
[19] Jan Wielemaker, Torbjörn Lager, and Fabrizio Riguzzi. SWISH: SWI-Prolog for sharing. In Stefan Ellmauthaler and Claudia Schulz, editors, International Workshop on User-Oriented Logic Programming (IULP 2015), © by the authors, 2015. [ bib | http ]
[20] Giuseppe Cota, Riccardo Zese, Elena Bellodi, Evelina Lamma, and Fabrizio Riguzzi. Structure learning with distributed parameter learning for probabilistic ontologies. In Jaakko Hollmen and Panagiotis Papapetrou, editors, Doctoral Consortium of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, pages 75-84, © by the authors, 2015. [ bib | http | http ]
[21] Marco Gavanelli, Evelina Lamma, Fabrizio Riguzzi, Elena Bellodi, Riccardo Zese, and Giuseppe Cota. An abductive framework for Datalog+- ontologies. In Marina De Vos, Thomas Eiter, Yuliya Lierler, and Francesca Toni, editors, Technical Communications of the 31st Int'l. Conference on Logic Programming (ICLP 2015), number 1433 in CEUR Workshop Proceedings, Aachen, Germany, 2015. © by the authors, Sun SITE Central Europe. [ bib | .pdf ]
[22] Marco Gavanelli, Evelina Lamma, Fabrizio Riguzzi, Elena Bellodi, Riccardo Zese, and Giuseppe Cota. Abductive logic programming for Datalog+- ontologies. In Davide Ancona, Marco Maratea, and Viviana Mascardi, editors, Proceedings of the 30th Italian Conference on Computational Logic (CILC2015), Genova, Italy, 1-3 July 2015, number 1459 in CEUR Workshop Proceedings, pages 128-143, Aachen, Germany, 2015. © by the authors, Sun SITE Central Europe. [ bib | .pdf ]
[23] Fabrizio Riguzzi, Elena Bellodi, Evelina Lamma, and Riccardo Zese. Reasoning with probabilistic ontologies. In Qiang Yang and Michael Wooldridge, editors, Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, Buenos Aires, Argentina, 25-31 July 2015, pages 4310-4316, Palo Alto, California USA, 2015. © International Joint Conferences on Artificial Intelligence, AAAI Press / International Joint Conferences on Artificial Intelligence. [ bib | .pdf ]
[24] Riccardo Zese, Elena Bellodi, Evelina Lamma, and Fabrizio Riguzzi. Logic programming techniques for reasoning with probabilistic ontologies. In Odile Papini, Salem Benferhat, Laurent Garcia, and Marie-Laure Mugnier, editors, International Workshop on Ontologies and Logic Programming for Query Answering, © by the authors, 2015. [ bib | .pdf | http ]
[25] Nicola Di Mauro, Elena Bellodi, and Fabrizio Riguzzi. Bandit-based Monte-Carlo structure learning of probabilistic logic programs. Machine Learning, 100(1):127-156, © Springer International Publishing, July 2015. The original publication is available at http://www.springerlink.com. [ bib | DOI | .pdf ]
[26] Fabrizio Riguzzi, Elena Bellodi, Evelina Lamma, and Riccardo Zese. Probabilistic description logics under the distribution semantics. Semantic Web - Interoperability, Usability, Applicability, 6(5):447-501, 2015. [ bib | DOI | .pdf ]
[27] Elena Bellodi and Fabrizio Riguzzi. Structure learning of probabilistic logic programs by searching the clause space. Theory and Practice of Logic Programming, 15(2):169-212, © Cambridge University Press, 2015. [ bib | DOI | http | http ]

Activities

Awards

  • Dr. Elena Bellodi, of which I was PhD co-supervisor, won
    • the Marco Cadoli prize for the best PhD thesis in Artificial Intelligence defended at an Italian university in 2013. The prize is assigned yearly by the Associazione Italiana per l'Intelligenza Artificiale
    • the prize for the best PhD thesis in Computational Logic assigned by the Gruppo Ricercatori e Utenti Logic Programming in 2015.
  • Best Paper Award for "BUNDLE: A Reasoner for Probabilistic Ontologies" by Riccardo Zese, Fabrizio Riguzzi, Evelina Lamma and Elena Bellodi at the 7th International Conference on Web Reasoning and Rule Systems (RR-2013)
  • Highly Commended Paper Award for "Probabilistic declarative process mining"by Elena Bellodi, Fabrizio Riguzzi, and Evelina Lamma at the 4th International Conference on Knowledge Science, Engineering & Management (KSEM 2010)

Biographic Notes

Hobby: trekking.