Publications

International Journal Papers

  1. Rishabh Upadhyay, Petr Knoth, Gabriella Pasi, and Marco Viviani (2023). Explainable online health information truthfulness in Consumer Health Search. Frontiers in Artificial Intelligence, 6, 1184851.
  2. Rishabh Upadhyay, Gabriella Pasi, and Marco Viviani (2022). Vec4Cred: a model for health misinformation detection in Web pages. Multimedia Tools and Applications, 1-20.
  3. Stefano Di Sotto and Marco Viviani (2022). Health Misinformation Detection in the Social Web: An Overview and a Data Science Approach. International Journal of Environmental Research and Public Health 19.4, 2173.
  4. Giacomo Villa, Gabriella Pasi, and Marco Viviani (2021). Echo chamber detection and analysis: A topology- and content-based approach in the COVID-19 scenario. Social Network Analysis and Mining, 11(1), 1-17.
  5. Marco Viviani, Cristina Crocamo, Matteo Mazzola, Francesco Bartoli, Giuseppe Carrà, Gabriella Pasi (2021). Assessing vulnerability to psychological distress during the COVID-19 pandemic through the analysis of microblogging content. Future Generation Computer Systems. ISSN 0167-739X. (doi: 10.1016/j.future.2021.06.044)
  6. Federico Pianzola, Maurizio Toccu, Marco Viviani (2021). Readers’ Engagement through Digital Social Reading on Twitter: The TwLetteratura Case Study. Library Hi Tech. (doi: 10.1108/LHT-12-2020-0317)
  7. Cristina Crocamo, Marco Viviani, Lorenzo Famiglini, Francesco Bartoli, Gabriella Pasi, and Giuseppe Carrà (2021). Surveilling COVID-19 emotional contagion on Twitter. European Psychiatry. Published online by Cambridge University Press: 03 February 2021.
  8. Cristina Crocamo, Marco Viviani, Francesco Bartoli, Giuseppe Carrà, and Gabriella Pasi (2020). Detecting Binge Drinking and Alcohol-Related Risky Behaviours from Twitter’s Users: An Exploratory Content-and Topology-Based Analysis. International journal of environmental research and public health, 17(5), 1510. (doi: 10.3390/ijerph17051510)
  9. Gabriella Pasi, Marco Viviani, and Alexandre Carton (2019). A Multi-Criteria Decision Making Approach based on the Choquet Integral for Assessing the Credibility of User-Generated Content. Information Sciences. (doi: 10.1016/j.ins.2019.07.037)
  10. Sondess Missaoui, Faten Kassem, Marco Viviani, Alessandra Agostini, Rim Faiz, and Gabriella Pasi (2019). LOOKER: a mobile, personalized recommender system in the tourism domain based on social media user-generated content. Personal and Ubiquitous Computing, 1-17 (doi: 10.1007/s00779-018-01194-w)
  11. Roberto Boselli, Mirko Cesarini, Stefania Marrara, Fabio Mercorio, Mario Mezzanzanica, Gabriella Pasi, and Marco Viviani (2017). WoLMIS: A Labor Market Intelligence System for Classifying Web Job Vacancies. Journal of Intelligent Information Systems, Springer (doi: 10.1007/s10844-017-0488-x)
  12. Marco Viviani and Gabriella Pasi (2017) – Credibility in Social Media: Opinions, News, and Health Information – A Survey. WIREs Data Mining and Knowledge Discovery, Wiley (doi.org/10.1002/widm.1209)
  13. Stefania Marrara, Gabriella Pasi, and Marco Viviani (2016) – Aggregation operators in Information Retrieval. Fuzzy Sets and Systems, ISSN 0165-0114 (doi: 10.1016/j.fss.2016.12.018)
  14. Marco Viviani and Gabriella Pasi (2016) – Quantifier Guided Aggregation for the Veracity Assessment of Online Reviews. International Journal of Intelligent Systems, Wiley (doi: 10.1002/int.21844)
  15. Umer Rashid, Marco Viviani, and Gabriella Pasi (2016) – A graph-based approach for visualizing and exploring a multimedia search result space.  Information Sciences, vol. 370, p. 303-322, Elsevier (doi: 10.1016/j.ins.2016.07.072)
  16. Marco Viviani, Nadia Bennani, and Elöd Egyed-Zsigmond (2012) – G-Profile: A Hybrid Solution for Extended Identity Management in the Field of Personalized Service Provision. Information Resources Management Journal (IRMJ), vol. 25, ISSN: 1040-1628 (doi: 10.4018/irmj.2012070103)
  17. Marco Viviani, Nadia Bennani, and Elöd Egyed-Zsigmond (2011) – Multi-Application Personalization Using G-Profile. IADIS International Journal on Computer Science and Information Systems, vol. 6, ISSN: 1646-3692
  18. Fekade Getahun Taddesse, Joe Tekli, Richard Chbeir, Marco Viviani, and Kokou Yetongnon (2010) – Semantic-based Merging of RSS Items. World Wide Web, vol. 13, p. 169-207, ISSN: 1386-145X (doi: 10.1007/s11280-009-0074-4)
  19. Paolo Ceravolo, Ernesto Damiani, and Marco Viviani (2007) – Bottom-Up Extraction and Trust-Based Refinement of Ontology Metadata. IEEE Transactions on Knowledge and Data Engineering, vol. 19, p. 149-163, ISSN: 1041-4347 (doi: 10.1109/TKDE.2007.23)
  20. Ernesto Damiani, Sabrina De Capitani di Vimercati, Pierangela Samarati, and Marco Viviani (2006) – A WOWA-based Aggregation Technique on Trust Values Connected to Metadata. Electronic Notes in Theoretical Computer Science, vol. 157, p. 131-142, ISSN: 1571-0661 (doi: 10.1016/j.entcs.2005.09.036)

International Conference Papers

  1. R. Upadhyay, A. Askari, G. Pasi, and M. Viviani (2024). Beyond Topicality: Including Multidimensional Relevance in Cross-encoder Re-ranking. In European Conference on Information Retrieval (pp. 262-277). Springer, Cham.
  2. G. Livraga, A. Olzojevs, and M. Viviani (2023). Unveiling the Privacy Risk: A Trade-Off Between User Behavior and Information Propagation in Social Media. International Conference on Complex Networks and Their Applications. Cham: Springer Nature Switzerland.
  3. S. Banerjee, R. Upadhyay, G. Pasi, and M. Viviani (2023). Summary in Action: A Trade-Off Between Effectiveness and Efficiency in Multidimensional Relevance Estimation. In 2023 IEEE International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT), Venice, Italy, 2023, pp. 119-126.
  4. S. Locci, L. Di Caro, G. Livraga, and M. Viviani (2023). Explainability of the Effects of Non-Perturbative Data Protection in Supervised Classification. In 2023 IEEE International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT), Venice, Italy, 2023, pp. 402-408.
  5. R. Upadhyay, G. Pasi, and M. Viviani (2023, September). A Passage Retrieval Transformer-Based Re-Ranking Model for Truthful Consumer Health Search. In Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML-PKDD) (pp. 355-371). Cham: Springer Nature Switzerland.
  6. R. Upadhyay, G. Pasi, and M. Viviani (2023). Leveraging Socio-contextual Information in BERT for Fake Health News Detection in Social Media. In Proceedings of the 3rd International Workshop on Open Challenges in Online Social Networks (OASIS ’23) @ Hypertext 2023. Association for Computing Machinery, New York, NY, USA, 38–46.
  7. R. Upadhyay, G. Pasi, and M. Viviani (2022). An Unsupervised Approach to Genuine Health Information Retrieval Based on Scientific Evidence. In International Conference on Web Information Systems Engineering (pp. 119-135). Springer, Cham.
  8. S. Di Sotto, M. Viviani (2022, April). Assessing health misinformation in online content. In Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing (pp. 717-722).
  9. G. Livraga, A. Motta, and M. Viviani (2022). Assessing User Privacy on Social Media: The Twitter Case Study. In Open Challenges in Online Social Networks @ HT ’22: The 33rd ACM Conference on Hypertext and Social Media (pp. 1-9).
  10. F. A. E. Talarico, M. Viviani (2021). Credible Text Summarization in Social Media. In IEEE/WIC/ACM International Conference on Web Intelligence (WI-IAT ’21), December 14–17, 2021, ESSENDON, VIC, Australia. ACM, New York, NY, USA 8 Pages.
  11. D. G. P. Putri, M. Viviani, and G. Pasi (2021, September). A Multi-Task Learning Model for Multidimensional Relevance Assessment. In International Conference of the Cross-Language Evaluation Forum for European Languages (pp. 103-115). Springer, Cham.
  12. R. Upadhyay, G. Pasi, and M. Viviani (2021, September). Health Misinformation Detection in Web Content: A Structural-, Content-based, and Context-aware Approach based on Web2Vec. In Proceedings of the Conference on Information Technology for Social Good (pp. 19-24).
  13. D. G. P. Putri, M. Viviani, and G. Pasi. Social Search and Task-related Relevance Dimensions in Microblogging Sites. In Proceedings of the 12th International Conference on Social Informatics (SocInfo 2020). Pisa, Italy (Virtual conference), October 6-9, 2020.
  14. G. Pasi, M. De Grandis, and M. Viviani. Decision Making over Multiple Criteria to Assess News Credibility in Microblogging Sites. In Proceedings of the 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) (pp. 1-8). IEEE, 2020 (doi: 10.1109/FUZZ48607.2020.9177751)
  15. G. Livraga, M. Viviani – Data Confidentiality and Information Credibility in Online Ecosystems. Proceedings of MEDES 2019: the 11th International Conference on Management of Digital EcoSystems. Limassol, Cyprus, November 12-14 2019 (doi/10.1145/3297662.3365829)
  16. E. Bassani, M. Viviani – Quality of Wikipedia Articles: Analyzing Features and Building a Ground Truth for Supervised Classification. Proceedings of KDIR 2019: the 11th International Joint Conference on Knowledge Discovery, Knowledge Engineering, and Knowledge Management. Vienna, Austria, September 17-19, 2019 (doi: 10.5220/0008149303380346)
  17. M. De Grandis, G. Pasi, and M. Viviani – Multi-Criteria Decision Making and Supervised Learning for Fake News Detection in Microblogging. Workshop on Reducing Online Misinformation Exposure (ROME 2019), co-located with SIGIR 2019. Paris, France, July 25, 2019.
  18. M. De Grandis, G. Pasi, and M. Viviani – Fake News Detection in Microblogging through Quantifier-guided Aggregation. Proceedings of the 16th International Conference on Modeling Decisions for Artificial Intelligence (MDAI 2019). Milan, Italy, September 4-6, 2019.
  19. S. Marrara, A. Topalovic, and M. Viviani. Towards Flexible Energy Supply in European Smart Environments. Proceedings of the 13th International Conference on Flexible Query Answering Systems (FQAS 2019). Amantea, Italy, July 2-5, 2019 (doi: 10.1007/978-3-030-27629-4_35)
  20. E. Bassani, M. Viviani – Automatically Assessing the Quality of Wikipedia Contents. Proceedings of the 34th ACM/SIGAPP Symposium On Applied Computing (SAC 2019). Limassol, Cyprus, April 8-12, 2019.
  21. G. Pasi, M. Viviani – Application of Aggregation Operators to Assess the Credibility of User-Generated Content in Social Media. Proceedings of the 17th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2018). Cádiz, Spain, June 11th-15th, 2018.
  22. J. Fontanarava, G. Pasi, and M. Viviani – Feature Analysis for Fake Review Detection through Supervised Classification. DSAA2017 – The 4th IEEE International Conference on Data Science and Advanced Analytics. IEEE, 2017.
  23. J. Fontanarava, G. Pasi, and M. Viviani – An Ensemble Method for the Credibility Assessment of User-Generated Content. Web Intelligence (WI), 2017 IEEE/WIC/ACM International Conference on. IEEE, 2017.
  24. S. Marrara, G. Pasi, M. Viviani, M. Cesarini, F. Mercorio, M. Mezzanzanica, and M. Pappagallo – A Language Modelling Approach for Discovering Novel Labour Market Occupations from the Web. Web Intelligence (WI), 2017 IEEE/WIC/ACM International Conference on. IEEE, 2017.
  25. S. Missaoui, M. Vivani, R. Faiz, and G.Pasi – A Language Modeling Approach for the Recommendation of Tourism-Related Services. Proceedings of the 32nd ACM SIGAPP Symposium On Applied Computing, Marrakech, Morocco, April 3-7, 2017 (doi: 10.1145/3019612.3019900)
  26. M. Viviani, G. Pasi, A Multi-criteria Decision Making Approach for the Assessment of Information Credibility in Social Media. In: Petrosino A., Loia V., Pedrycz W. (eds) Fuzzy Logic and Soft Computing Applications. WILF 2016. Lecture Notes in Computer Science, vol 10147. Springer, 2017 (doi:10.1007/978-3-319-52962-2_17)
  27. U. Rashid, M. Viviani, G. Pasi, and M. A. Bhatti – The browsing issue in multimodal information retrieval: A navigation tool over a multiple media search result. Flexible Query Answering Systems 2015, Vol. 400 of Advances in Intelligent Systems and Computing, Springer International Publishing, 2016, pp. 271-282 (doi:10.1007/978-3-319-26154-6_21)
  28. B. Carminati, E. Ferrari, and M. Viviani – A multi-dimensional and event-based model for trust computation in the Social Web. Social Informatics. Lecture Notes in Computer Science Volume 7710. 2012, pp 323-336. Springer Berlin Heidelberg (doi:10.1007/978-3-642-35386-4_24)
  29. Marco Viviani, Lyes Limam, Nadia Bennani, Elöd Egyed-Zsigmond, and David Coquil (2012) – Multi-application personalization: Data propagation evaluation on a real-life search query log. Digital Ecosystems Technologies (DEST), 2012 6th IEEE International Conference on, Proceedings, p. 1-6
  30. Nadia Bennani, Max Chevalier, Elöd Egyed-Zsigmond, Gilles Hubert, and Marco Viviani (2012) – Multi-application profile updates propagation: a semantic layer to improve mapping between applications. WWW (Companion Volume) 2012: 949-958
  31. Marco Viviani, Nadia Bennani, and Elöd Egyed-Zsigmond (2010) – A Survey on User Modeling in Multi-application Environments. In: Advances in Human-Oriented and Personalized Mechanisms, Technologies and Services (CENTRIC), 2010 Third International Conference on. p. 111-116
  32. Fekade Getahun, Joe Tekli, Marco Viviani, and Richard Chbeir, Kokou Yetongnon (2009) – Towards Semantic-based RSS Merging. In: New Directions in Intelligent Interactive Multimedia Systems and Services – 2. p. 53-64
  33. Ernesto Damiani, Marco Viviani (2009) – Trading anonymity for influence in open communities voting schemata. In: SOCINFO 2009 : International workshop on social informatics : proceedings : 22-24 june 2009, Warsaw, Poland. Warsaw, 2009, p. 63-67, Los Alamitos:Institute of electrical and electronics engineers, ISBN: 9780769537061, doi: 10.1109/SocInfo.2009.10
  34. Elie Abi-Lahoud, Marco Viviani, and Kokou Yetongnon (2008) – A community-based approach for application composition in a peer-to-peer environment. In: 4. International conference on signal image technology and Internet based systems : SITIS 2008 : november 30 – december 3, 2008, Bali, Indonesia : proceedings. Bali, Indonesia, 2008, p. 105-111, Los Alamitos:Institute of electrical and electronics engineers, ISBN: 9780769534930, doi: 10.1109/SITIS.2008.102
  35. Roberto Ghiselli Ricci, Marco Viviani (2008) – Asymptotically Idempotent Aggregation Operators for Trust Management in Multi-agent Systems. In: Proceedings of the 12th Information Processing and Management of Uncertainty in Knowledge-Based Systems International Conference. Malaga, Spain, p. 129-137
  36. Kokou Yétongnon, Elie Abi-Lahoud, and Marco Viviani (2008) – Service Based Application Design in P2P Overlay Networks. In: ISCA PDCCS 2008 Proceedings. New Orleans, Louisiana, USA, September, 24-26
  37. Paolo Ceravolo, Ernesto Damiani, and Marco Viviani (2006) – Extending Formal Concept Analysis by Fuzzy Bags. In: Proceedings of the 11th Information Processing and Management of Uncertainty in Knowledge-Based Systems International Conference. Paris, France, July 2–7
  38. Paolo Ceravolo, Ernesto Damiani, Marcello Leida, and Marco Viviani (2006) – OntoExtractor: A Fuzzy-Based Approach to Content and Structure-Based Metadata Extraction. In: Lecture Notes in Computer Science, On the Move to Meaningful Internet Systems 2006: OTM 2006 Workshops. vol. 4278/2006, p. 1825-1834, ISBN: 978-3-540-48273-4, doi: 10.1007/11915072_89
  39. Ernesto Damiani, Sabrina De Capitani di Vimercati, Sara Foresti, Pierangela Samarati, and Marco Viviani (2006) – Measuring Inference Exposure in Outsourced Encrypted Databases. In: Quality of Protection. vol. 23, p. 185-195, ISBN: 978-0-387-29016-4, doi: 10.1007/978-0-387-36584-8_15
  40. Paolo Ceravolo, Ernesto Damiani, Marco Viviani, Alessio Curcio, and Micol Pinelli. A trust assertion maker tool. In Proceedings of the 7th International FLINS ConferenceGenova, Italy, July 2006, doi: 10.1142/9789812774118_0073
  41. Paolo Ceravolo, Ernesto Damiani, and Marco Viviani (2005) – Adding a Peer-to-Peer Trust Layer to Metadata Generators. In: Lecture Notes in Computer Science, On the Move to Meaningful Internet Systems 2005: OTM Workshops. vol. 3762/2005, p. 809-815, ISBN: 978-3-540-29739-0, doi: 10.1007/11575863_102
  42. Zhan Cui, Ernesto Damiani, Marcello Leida, and Marco Viviani (2005) – OntoExtractor: A Fuzzy-Based Approach in Clustering Semi-Structured Data Sources and Metadata Generation. In: Lecture Notes in Computer Science, Knowledge-Based Intelligent Information and Engineering Systems. vol. 3681/2005, p. 112-118, ISBN: 978-3-540-28894-7, doi: 10.1007/11552413_17
  43. Paolo Ceravolo, Maria Cristina Nocerino, and Marco Viviani (2004) – Knowledge extraction from semi-structured data based on fuzzy techniques. In: Lecture Notes in Computer Science, Knowledge-Based Intelligent Information and Engineering Systems. vol. 3215/2004, p. 328-334, ISBN: 978-3-540-23205-6, doi: 10.1007/b100916
  44. Ernesto Damiani, Maria Cristina Nocerino, and Marco Viviani (2004) – Knowledge extraction from an XML data flow: building a taxonomy based on clustering technique. In: Proceedings of the Eigth Meeting EURO Working Group on Fuzzy Sets (EUROFUSE 2004), Warsaw, Poland. p. 133-142

Books

Book Chapters

  1. M. Viviani, and E. Mess. Consumer Health Search und die Authentizität von Informationen–Eine multidimensionale Betrachtung. Künstliche Intelligenz und menschliche Gesellschaft (2023): 137.
  2. E. Ferrari, M. Viviani – Privacy in Social Collaboration. Handbook of Human Computation. 2013, pp 857-878. Springer New York (doi:10.1007/978-1-4614-8806-4_70)
  3. E. Abi-Lahoud, M. Savonnet, M.-N. Terrasse, M. Viviani, K. Yétongnon – A Community-based Approach for Service-based Application Composition in an Ecosystem. Web-Based Information Technologies and Distributed Systems. 2010, pp 1-24. Atlantis Press (doi:10.2991/978-94-91216-32-9_1)
  4. F. Getahun, J. Tekli, R. Chbeir, M. Viviani, K. Yetongnon – Relating RSS news/items. Web Engineering. Lecture Notes in Computer Science Volume 5648. 2009, pp 442-452. Springer Berlin Heidelberg (doi:10.1007/978-3-642-02818-2_36)
  5. E. Damiani, Marco Viviani – Towards Semantic-based P2P Reputation Systems. In A. Zilli, E. Damiani, P. Ceravolo, A. Corallo, & G. Elia (Eds.), Semantic Knowledge Management: an Ontology-based Framework. 2009, pp 101-119. Hershey, PA: Information Science Reference (doi:10.4018/978-1-60566-034-9.Ch005)
  6. C. Aiello, T. Catarci, P. Ceravolo, E. Damiani, M. Scannapieco, M. Viviani – Emergent Semantics in Distributed Knowledge Management. In: Evolution of the Web in Artificial Intelligence Environments. 2009. Springer, Berlin (doi: 10.1007/978-3-540-79140-9_9)
  7. P. Ceravolo, E. Damiani, M. Viviani – Adding a Trust Layer to Semantic Web Metadata. In: Soft Computing in Web Information Retrieval, vol. 197/2006, pp 87-104 (doi: 10.1007/3-540-31590-x_5)
  8. P. Ceravolo, A. Corallo, E. Damiani, G. Elia, M. Viviani, A. Zilli. Bottom-up Extraction and Maintenance of Ontology-based Metadata. In: Fuzzy Logic and the Semantic Web. 2006 (doi: 10.1016/S1574-9576(06)80015-8)

National Conference Papers

  1. D. Mancino, A. Leporati, M. Viviani, and G. Denaro. Exploiting Ethereum after “The Merge”: The Interplay between PoS and MEV Strategies. ITASEC 2023, Italian Conference on Cybersecurity. May 2-5, 2023. Bari, Italy
  2. D. Mancino, A. Leporati, M. Viviani, and G. Denaro. Exploiting Ethereum after “The Merge”: The Interplay between PoS and MEV Strategies (Oral Communication). 5th Distributed Ledger Technology Workshop (DLT 2023), May 25-26, 2023. Bologna, Italy
  3. F. Cabitza, D. Ciucci, G. Pasi, and M. Viviani – Responsible AI in Healthcare. Ital-IA 2022, Secondo Convegno Nazionale CINI sull’Intelligenza Artificiale. February 9-11, 2022. Online Event.
  4. R. Upadhyay, G. Pasi, and M. Viviani – An Overview on Evaluation Labs and Open Issues in Health-related Credible Information Retrieval. IIR 2021, Italian Information Retrieval Workshop. Politecnico di Bari, Bari, Italia. 2021
  5. G. Pasi and M. Viviani. Information Credibility in the Social Web: Contexts, Approaches, and Open Issues. ITASEC 2020, Italian Conference on Cybersecurity. February 4-7, 2020. Ancona, Italy
  6. G. Pasi, M. Viviani, M. Zardoni – An Approach to Event-based Dynamic User Profiling in Social Media. IIR 2018, Italian Information Retrieval Workshop. Sapienza Università di Roma, Roma, Italia. 2018
  7. G. Pasi, M. Cesarini, S. Marrara, F. Mercorio, M. Viviani, M. Mezzanzanica, M. Pappagallo – Un’analisi del mondo del lavoro e un modello predittivo per potenziali nuove occupazioni. IIR 2017, Italian Information Retrieval Workshop. Università della Svizzera Italiana, Lugano, Svizzera. 2017
  8. Marco Viviani, Alessio Serafino, Gabriella Pasi: Un approccio per la valutazione della credibilità del contenuto generato dagli utenti nei siti di recensioni. IIR 2016, Italian Information Retrieval Workshop. Ca’ Foscari, Venezia, Italia. 2016
  9. M. Viviani, N. Bennani, E. Egyed-Zsigmond. G-Profile: a Multi-application Personalization System. Dans Atelier ERATSI (Evolution, Réutilisation, Adaptation et Traçabilité des Systèmes d’Information), en conjonction avec la conférence INFORSID, Marseille, France. 2010

Other Publications