Manuel Fiorelli

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Research

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Publications

2025
  • Emilia Daghir-Wojtkowiak et al. Leveraging knowledge for explainable AI in personalized cancer treatment: challenges and future directions, Frontiers in Digital Health, doi:10.3389/fdgth.2025.1637195, Volume 7 - 2025, 2025 Document on the Web Download Local Document bibtex
  • Manuel Fiorelli, Armando Stellato, Tiziano Lorenzetti, Andrea Turbati, Willem van Gemert, Denis Dechandon, Anikó Gerencsér and Enrico Francesconi MDR: An Ontology Vocabulary and Registry Service for Dataset Catalogs, Advances and Trends in Artificial Intelligence. Theory and Applications, 38th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2025, Kitakyushu, Japan, July 1–4, 2025, Proceedings, Part I, doi:10.1007/978-981-96-8889-0_31, (Fujita, Hamido and Watanobe, Yutaka and Ali, Moonis and Wang, Yinglin eds.), Lecture Notes in Computer Science (LNCS), 15706, 354--366, Springer Nature Singapore, July, 2025 Document on the Web Download Local Document bibtex
  • Giulio Macilenti, Armando Stellato and Manuel Fiorelli SIS: Leveraging Semantically-Informed Similarity of Text Embeddings for Enhanced Ontology Alignment, Procedia Computer Science, Proceedings of the 29th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES 2025) doi:10.1016/j.procs.2025.09.169, 270, 505--514, Elsevier BV, 2025 Document on the Web Download Local Document bibtex
  • Giulio Macilenti, Manuel Fiorelli and Armando Stellato SISMA: Sentence Embedding–Based Ontology Matching with SBERT, Linking Meaning: Semantic Technologies Shaping the Future of AI, Proceedings of the 21st International Conference on Semantic Systems, 3-5 September 2025, Vienna, Austria, doi:10.3233/ssw250016, (Spahiu, Blerina and Vahdati, Sahar and Salatino, Angelo and Pellegrini, Tassilo and Havur, Giray eds.), Studies on the Semantic Web, 62, 140--157, IOS Press, August, 2025 Document on the Web Download Local Document bibtex
  • Armando Stellato, Manuel Fiorelli, Tiziano Lorenzetti, Andrea Turbati, Willem van Gemert, Denis Dechandon, Anikó Gerencsér and Enrico Francesconi ShowVoc: A Thorough Platform for Publishing and Browsing Linked Open Datasets, The Semantic Web, 22nd European Semantic Web Conference, ESWC 2025, Portoroz, Slovenia, June 1–5, 2025, Proceedings, Part II, doi:10.1007/978-3-031-94578-6_18, (Curry, Edward and Acosta, Maribel and Poveda-Villalón, Maria and van Erp, Marieke and Ojo, Adegboyega and Hose, Katja and Shimizu, Cogan and Lisena, Pasquale eds.), Lecture Notes in Computer Science, 15719, 316--333, Springer Nature Switzerland, 2025 Document on the Web Download Local Document bibtex
2024
  • Sabine Wehnert, Manuel Fiorelli, Davide Picca, Ernesto William De Luca and Armando Stellato LIRAI’24: 2nd Workshop on Legal Information Retrieval meets Artificial Intelligence, Proceedings of the 35th ACM Conference on Hypertext and Social Media, doi:10.1145/3648188.3675120, HT ’24, 390--392, ACM, September, 2024 Document on the Web Download Local Document bibtex
  • Manuel Fiorelli, Armando Stellato and Tiziano Lorenzetti MAPLE: metadata-driven orchestration of ontology matching, International Journal of Metadata, Semantics and Ontologies, doi:10.1504/ijmso.2024.145508, 17, 1, 18--39, Inderscience Publishers, 2024 Document on the Web Download Local Document bibtex
  • Giulio Macilenti, Armando Stellato and Manuel Fiorelli Prompting is not all you need Evaluating GPT-4 performance on a real-world ontology alignment use case, Procedia Computer Science, doi:10.1016/j.procs.2024.09.557, 246, 1289--1298, Elsevier BV, 2024 Document on the Web Download Local Document bibtex
  • Armando Stellato, Manuel Fiorelli, Tiziano Lorenzetti and Andrea Turbati Towards ShowVoc: dataset publication and browsing, Ital-IA 2024 Thematic Workshops, Proceedings of the Ital-IA Intelligenza Artificiale - Thematic Workshops co-located with the 4th CINI National Lab AIIS Conference on Artificial Intelligence (Ital-IA 2024), Naples, Italy, May 29-30, 2024, (Di Martino, Sergio and Sansone, Carlo and Masciari, Elio and Rossi, Silvia and Gravina and Michela eds.), CEUR Workshop Proceedings, 3762, 476--481, CEUR-WS.org, 2024 Document on the Web Download Local Document bibtex
  • Armando Stellato, Manuel Fiorelli, Tiziano Lorenzetti and Andrea Turbati Lifting Spreadsheets Made Easy: Combining Power and Magic in Sheet2RDF, Metadata and Semantic Research, 17th Research Conference, MTSR 2023, Milan, Italy, October 25–27, 2023, Revised Selected Papers, doi:10.1007/978-3-031-65990-4_11, (Garoufallou, Emmanouel and Sartori, Fabio eds.), Communications in Computer and Information Science, 2048, 135--146, Springer Nature Switzerland, 2024 Document on the Web Download Local Document bibtex
2023
  • Armando Stellato and Manuel Fiorelli LegalHTML: Semantic mark-up of legal acts using web technologies, Computer Law & Security Review, doi:10.1016/j.clsr.2023.105888, 51, 105888, Elsevier BV, November, 2023 Document on the Web Download Local Document bibtex
  • Armando Stellato and Manuel Fiorelli LegalHTML: A Representation Language for Legal Acts, The Semantic Web, 20th Extended Semantic Web Conference, ESWC 2023, Hersonissos, Crete, Greece, May 28–June 1, 2023, Proceedings, doi:10.1007/978-3-031-33455-9_31, (Pesquita, Catia and Jimenez-Ruiz, Ernesto and McCusker, Jamie and Faria, Daniel and Dragoni, Mauro and Dimou, Anastasia and Troncy, Raphael and Hertling, Sven eds.), 520--537, Springer Nature Switzerland, Cham, 2023 Document on the Web Download Local Document bibtex
  • Ernesto William De Luca, Manuel Fiorelli, Davide Picca, Armando Stellato and Sabine Wehnert Legal Information Retrieval meets Artificial Intelligence (LIRAI), Proceedings of the 34th ACM Conference on Hypertext and Social Media, doi:10.1145/3603163.3610575, HT ’23, 1--4, ACM, September, 2023 Download Local Document bibtex
  • Sabine Wehnert, Manuel Fiorelli, Davide Picca, Ernesto William De Luca and Armando Stellato Summary of the Workshop Legal Information Retrieval meets Artificial Intelligence (LIRAI 2023), Legal Information Retrieval meets Artificial Intelligence 2023, Proceedings of the 1st Legal Information Retrieval meets Artificial Intelligence Workshop (LIRAI 2023), co-located with the 34th ACM Hypertext Conference (HT 2023), Rome, Italy, September 04, 2023, (Wehnert, Sabine and Fiorelli, Manuel and Picca, Davide and De Luca, Ernesto William and Stellato, Armando eds.), CEUR Workshop Proceedings, 3594, 1--8, CEUR-WS.org, 2023 Document on the Web Download Local Document bibtex
  • Armando Stellato, Manuel Fiorelli, Andrea Turbati and Tiziano Lorenzetti A EU Workflow for Seamless Maintenance and Publication of Data, Metadata and Legal Acts, Ital-IA 2023 Thematic Workshops, Proceedings of the Italia Intelligenza Artificiale - Thematic Workshops, co-located with the 3rd CINI National Lab AIIS Conference on Artificial Intelligence (Ital IA 2023), Pisa, Italy, May 29-30, 2023, (Falchi, Fabrizio and Giannotti, Fosca and Monreale, Anna and Boldrini, Chiara and Rinzivillo, Salvatore and Colantonio, Sara eds.), CEUR Workshop Proceedings, 3486, 296--301, CEUR-WS.org, 2023 Document on the Web Download Local Document bibtex
  • Manuel Fiorelli, Armando Stellato, Ilaria Rosati and Nicola Fiore Process-Level Integration for Linked Open Data Development Workflows: A Case Study, Metadata and Semantic Research, 16th Research Conference, MTSR 2022, London, UK, November 7–11, 2022, Revised Selected Papers, doi:10.1007/978-3-031-39141-5_13, (Garoufallou, Emmanouel and Vlachidis, Andreas eds.), Communications in Computer and Information Science, 1789, 148--159, Springer Nature Switzerland, 2023 Document on the Web Download Local Document bibtex
2021
  • Manuel Fiorelli and Armando Stellato Lifting Tabular Data to RDF: A Survey, Metadata and Semantic Research, doi: (Garoufallou, Emmanouel and Ovalle-Perandones, María-Antonia eds.), 85--96, Springer International Publishing, Cham, 2021 Document on the Web Download Local Document bibtex
  • Armando Stellato, Manuel Fiorelli, Tiziano Lorenzetti and Andrea Turbati Collaborative Maintenance of EDOAL Alignments in VocBench, Advances and Trends in Artificial Intelligence. Artificial Intelligence Practices, doi:10.1007/978-3-030-79457-6_21 (Fujita, Hamido and Selamat, Ali and Lin, Jerry Chun-Wei and Ali, Moonis eds.), 243--254, Springer International Publishing, Cham, 2021 Document on the Web Download Local Document bibtex
2020
  • Armando Stellato, Manuel Fiorelli, Andrea Turbati, Tiziano Lorenzetti, Willem Gemert, Denis Dechandon, Christine Laaboudi-Spoiden, Anikó Gerencsér, Anne Waniart, Eugeniu Costetchi and Johannes Keizer VocBench 3: A collaborative Semantic Web editor for ontologies, thesauri and lexicons, Semantic Web, doi:10.3233/SW-200370, 1-27, 05, 2020 Document on the Web Download Local Document bibtex
  • Manuel Fiorelli, Armando Stellato, Tiziano Lorenzetti, Andrea Turbati, Peter Schmitz, Enrico Francesconi, Najeh Hajlaoui and Brahim Batouche Editing OntoLex-Lemon in VocBench 3, Proceedings of the 12th Language Resources and Evaluation Conference (LREC), 7194--7203, European Language Resources Association, Marseille, France, May, 2020 Document on the Web Download Local Document bibtex
  • Manuel Fiorelli and Armando Stellato A Lime-Flavored REST API for Alignment Services, Proceedings of the 7th Workshop on Linked Data in Linguistics (LDL-2020), 52--60, European Language Resources Association, Marseille, France, May, 2020 Document on the Web Download Local Document bibtex
2019
  • Manuel Fiorelli, Armando Stellato, Tiziano Lorenzetti, Peter Schmitz, Enrico Francesconi, Najeh Hajlaoui and Brahim Batouche Metadata-Driven Semantic Coordination, Metadata and Semantic Research, (Garoufallou, Emmanouel and Fallucchi, Francesca and William De Luca, Ernesto eds.), 16--27,Springer International Publishing, Cham, 2019 Document on the Web Download Local Document bibtex
2018
  • Armando Stellato, Manuel Fiorelli, Andrea Turbati, Tiziano Lorenzetti, Peter Schmitz, Enrico Francesconi, Najeh Hajlaoui and Brahim Batouche Dataset Alignment and Lexicalization to Support Multilingual Analysis of Legal Documents, AI Approaches to the Complexity of Legal Systems, (Pagallo, Ugo and Palmirani, Monica and Casanovas, Pompeu and Sartor, Giovanni and Villata, Serena eds.), 257--271, Springer International Publishing, Cham, 2018 Document on the Web Download Local Document bibtex
  • Stellato Armando, Turbati Andrea, Fiorelli Manuel, Lorenzetti Tiziano, Schmitz Peter, Francesconi Enrico, Hajlaoui Najeh and Batouche Brahim Towards the Assessment of Gold-Standard Alignments Between Legal Thesauri, Legal Knowledge and Information Systems, doi:10.3233/978-1-61499-935-5-131, (Monica Palmirani eds.), Frontiers in Artificial Intelligence and Applications, 313, 131-140, IOS Press, December, 2018 Document on the Web Download Local Document bibtex
  • Manuel Fiorelli, Armando Stellato, Tiziano Lorenzetti, Andrea Turbati, Peter Schmitz, Enrico Francesconi, Najeh Hajlaoui and Brahim Batouche Towards OntoLex-Lemon editing in VocBench 3, AIDAinformazioni, Rivista di scienze dell'informazione, 2018 Document on the Web Download Local Document bibtex
2017
  • Manuel Fiorelli, Maria Teresa Pazienza, Armando Stellato and Andrea Turbati Version Control and Change Validation for RDF Datasets, Metadata and Semantic Research, (Garoufallou, Emmanouel and Virkus, Sirje and Siatri, Rania and Koutsomiha, Damiana eds.), 3--14, Springer International Publishing, Cham, 2017 Document on the Web Download Local Document bibtex
  • Manuel Fiorelli, Tiziano Lorenzetti, Maria Teresa Pazienza and Armando Stellato Assessing VocBench Custom Forms in Supporting Editing of Lemon Datasets, Language, Data, and Knowledge, (Gracia, Jorge and Bond, Francis and McCrae, John P. and Buitelaar, Paul and Chiarcos, Christian and Hellmann, Sebastian eds.), 237--252, Springer International Publishing, Cham, 2017 Document on the Web Download Local Document bibtex
  • Armando Stellato, Andrea Turbati, Manuel Fiorelli, Tiziano Lorenzetti, Eugeniu Costetchi, Christine Laaboudi, Willem Van Gemert and Johannes Keizer Towards VocBench 3: Pushing Collaborative Development of Thesauri and Ontologies Further Beyond, Proceedings of the 17th European Networked Knowledge Organization Systems Workshop co-located with the 21st International Conference on Theory and Practice of Digital Libraries 2017 (TPDL 2017), 1937, 39-52, 2017 Document on the Web Download Local Document bibtex
  • Manuel Fiorelli, Maria Teresa Pazienza and Armando Stellato An API for OntoLex LIME datasets, Proceedings of the LDK 2017 Workshops: 1st Workshop on the OntoLex Model (OntoLex-2017), Shared Task on Translation Inference Across Dictionaries & Challenges for Wordnets, co-located with 1st Conference on Language, Data and Knowledge (LDK 2017), 1899, 11--21, 2017 Document on the Web Download Local Document bibtex
  • Manuel Fiorelli, Maria Teresa Pazienza, Armando Stellato and Andrea Turbati Change management and validation for collaborative editing of RDF datasets, International Journal of Metadata, Semantics and Ontologies, 12, 2-3, 142-154, 2017 Document on the Web Download Local Document bibtex
2015
  • Manuel Fiorelli, Tiziano Lorenzetti, MariaTeresa Pazienza, Armando Stellato and Andrea Turbati Sheet2RDF: a Flexible and Dynamic Spreadsheet Import&Lifting Framework for RDF, Current Approaches in Applied Artificial Intelligence, doi:10.1007/978-3-319-19066-2_13, (Ali, Moonis and Kwon, Young Sig and Lee, Chang-Hwan and Kim, Juntae and Kim, Yongdai eds.), Lecture Notes in Computer Science, 9101, 131-140, Springer International Publishing, 2015 Document on the Web Download Local Document bibtex
  • Manuel Fiorelli, Maria Teresa Pazienza and Armando Stellato A Flexible Approach to Semantic Annotation Systems for Web Content, Intelligent Systems in Accounting, Finance and Management, doi:10.1002/isaf.1362, 22, 1, 65-79, 2015 Document on the Web Download Local Document bibtex
  • Manuel Fiorelli, Armando Stellato, JohnP. McCrae, Philipp Cimiano and MariaTeresa Pazienza LIME: The Metadata Module for OntoLex, The Semantic Web. Latest Advances and New Domains, doi:10.1007/978-3-319-18818-8_20, (Gandon, Fabien and Sabou, Marta and Sack, Harald and d’Amato, Claudia and Cudré-Mauroux, Philippe and Zimmermann, Antoine eds.), Lecture Notes in Computer Science, 9088, 321-336, Springer International Publishing, 2015 Document on the Web Download Local Document bibtex
  • Armando Stellato, Sachit Rajbhandari, Andrea Turbati, Manuel Fiorelli, Caterina Caracciolo, Tiziano Lorenzetti, Johannes Keizer and MariaTeresa Pazienza VocBench: A Web Application for Collaborative Development of Multilingual Thesauri, The Semantic Web. Latest Advances and New Domains, doi:10.1007/978-3-319-18818-8_3, (Gandon, Fabien and Sabou, Marta and Sack, Harald and d’Amato, Claudia and Cudré-Mauroux, Philippe and Zimmermann, Antoine eds.), Lecture Notes in Computer Science, 9088, 38-53, Springer International Publishing, 2015 Document on the Web Download Local Document bibtex
  • Armando Stellato, Sachit Rajbhandari, Andrea Turbati, Manuel Fiorelli, Caterina Caracciolo, Tiziano Lorenzetti, Johannes Keizer and Maria Teresa Pazienza Collaborative Development of Multilingual Thesauri with VocBench (System Description and Demonstrator), Demo&Poster proceedings of the 12th Extended Semantic Web Conference, 31st May - 4th June, Portoroz, Slovenia, (Gandon, Fabien and Sabou, Marta and Sack, Harald and d’Amato, Claudia and Cudré-Mauroux, Philippe and Zimmermann, Antoine eds.), 2015 Download Local Document bibtex
2014
  • Manuel Fiorelli, Maria Teresa Pazienza, Armando Stellato and Andrea Turbati ART Lab infrastructure for semantic Big Data processing, INTERNATIONAL WORKSHOP ON BIG DATA PRINCIPLES, ARCHITECTURES & APPLICATIONS (BDAA 2014), colocated with International Conference on High Performance Computing & Simulation (HPCS 2014), The Savoia Hotel Regency, Bologna, Italy, July, 22, 2014 bibtex
  • Manuel Fiorelli, Riccardo Gambella, Maria Teresa Pazienza, Armando Stellato and Andrea Turbati Semi-automatic Knowledge Acquisition through CODA, Modern Advances in Applied Intelligence - 27th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2014, Kaohsiung, Taiwan, June 3-6, 2014, Proceedings, Part II, doi:10.1007/978-3-319-07467-2_9, 78--87, 2014 Document on the Web Download Local Document bibtex
  • Manuel Fiorelli, Maria Teresa Pazienza and Armando Stellato A Meta-data Driven Platform for Semi-automatic Configuration of Ontology Mediators, Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14), (Nicoletta Calzolari (Conference Chair) and Khalid Choukri and Thierry Declerck and Hrafn Loftsson and Bente Maegaard and Joseph Mariani and Asuncion Moreno and Jan Odijk and Stelios Piperidis eds.), European Language Resources Association (ELRA), Reykjavik, Iceland, may, 2014 PDF Document on the Web bibtex
  • M. Fiorelli, M.T. Pazienza, A. Stellato and A. Turbati CODA: Computer-aided ontology development architecture, IBM Journal of Research and Development, doi:10.1147/JRD.2014.2307518, 58, 2, 1-12, March, 2014 Download Local Document Document on the Web bibtex
  • Armando Stellato, Sachit Rajbhandari, Andrea Turbati, Caterina Caracciolo, Manuel Fiorelli, Johannes Keizer and Maria Teresa Pazienza VocBench 2.0: a Collaborative Web Application for the Development of Thesauri and Concept Schemes, LOD2014: Linked Open Data: where are we?, Archivio Centrale dello Stato, Roma, Piazzale degli Archivi, 27 - 00144 ROMA, February, 20-21, 2014 Document on the Web Download Local Document bibtex
2013
  • Manuel Fiorelli, Maria Teresa Pazienza and Armando Stellato LIME: Towards a Metadata Module for Ontolex, 2nd Workshop on Linked Data in Linguistics: Representing and Linking lexicons, terminologies and other language data (LDL-2013), collocated with the Conference on Generative Approaches to the Lexicon, September 23rd in Pisa, Italy, Pisa, Italy, September, 23, 2013 Download Local Document bibtex
  • Manuel Fiorelli, Maria Teresa Pazienza and Armando Stellato A Comprehensive Framework for Semantic Annotation of Web Content, International Conference on Knowledge Engineering and Ontology Development (KEOD 2013), Vilamoura, Algarve, Portugal, September, 19-22, 2013 Download Local Document bibtex
2012
  • Manuel Fiorelli, Maria Teresa Pazienza and Armando Stellato Semantic Turkey goes SKOS: Managing Knowledge Organization Systems, ISemantics 2012 Graz, Austria, 5-7 September, 2012 Download Local Document bibtex
2010
  • Manuel Fiorelli, Maria Teresa Pazienza, Steve Petruzza, Armando Stellato and Andrea Turbati Computer-aided Ontology Development: an integrated environment, New Challenges for NLP Frameworks 2010 ( held jointly with LREC2010 ), Mediterranean Conference Centre, Valletta, Malta, May, 18, 2010 Download Local Document bibtex