Networked Multimedia Information Systems Laboratory


Giacomo Berardi

Post-doctoral Fellow

Past Members


Journal articles

   2015
1Berardi G., Esuli A., Sebastiani F. Utility-theoretic ranking for semiautomated text classification. In: ACM Transactions on Knowledge Discovery from Data, vol. 10 (1) article n. 6. ACM, 2015.        

   2014
2Berardi G., Esuli A., Sebastiani F. Optimising human inspection work in automated verbatim coding. In: International Journal of Market Research, vol. 56 (4) pp. 489 - 512. Market Research Society, 2014.        

   2013
3Berardi G., Esuli A., Sebastiani F., Silvestri F. Endorsements and rebuttals in blog distillation. In: Information Sciences, vol. 249 pp. 38 - 47. Elsevier, 2013.        
4Berardi G., Esuli A., Sebastiani F. Utility-theoretic ranking for semi-automated text classification. In: ERCIM News, vol. 92 pp. 52 - 53. Ercim, 2013.     

Contribution to Book/Monograph

   2013
1Berardi G., Attardi G., Dei Rossi S., Simi M. The Tanl tagger for named entity recognition on transcribed broadcast news at Evalita 2011. In: Evaluation of Natural Language and Speech Tools for Italian. International Workshop. Revised selected papers. pp. 116 - 125. Bernardo Magnini, Francesco Cutugno, Mauro Falcone, Emanuele Pianta (eds.). (Lecture Notes in Computer Science, vol. 7689). Roma: Springer, 2013.        

Proceedings

   2015
1Berardi G., Esuli A., Fagni T., Sebastiani F. Classifying Websites by industry sector: a study in feature design. In: SAC'15 - 30th Annual ACM Symposium on Applied Computing (Salamanca, ES, 13-17 April 2015). Proceedings, pp. 1053 - 1059. ACM, 2015.        
2Berardi G., Esuli A., Fagni T., Sebastiani F. Multi-store metadata-based supervised mobile App classification. In: SAC'15 - 30th Annual ACM Symposium on Applied Computing (Salamanca, ES, 13-17 April 2015). Proceedings, pp. 585 - 588. ACM, 2015.        
3Berardi G., Esuli A., Macdonald C., Ounis I., Sebastiani F. Semi-automated text classification for sensitivity identification. In: CIKM'15 - 24th ACM International Conference on Information and Knowledge Management (Melbourne, AU, 19-23 October 2015). Proceedings, pp. 1711 - 1714. ACM, 2015.        
4Berardi G., Esuli A., Marcheggiani D. Word Embeddings Go to Italy: A Comparison of Models and Training Datasets. In: IIR - 6th Italian Information Retrieval Workshop (Cagliari, Italy, 25-26 May 2015). Atti, article n. 11. Paolo Boldi, Reffaele Perego, Fabrizio Sebastiani (eds.). (CEUR Workshop Proceedings, vol. 1404). CEUR-WS.org, 2015.     
5Jimenez Zafra S., Berardi G., Esuli A., Marcheggiani D., Martin-Valdivia M. T., Moreo Fernández A. A Multi-lingual Annotated Dataset for Aspect-Oriented Opinion Mining. In: EMNLP - Conference on Empirical Methods in Natural Language Processing (Lisbon, September 17-21 2015). Proceedings, pp. 2533 - 2538. The Association for Computational Linguistics, 2015.     

   2012
6Berardi G., Esuli A., Sebastiani F. A utility-theoretic ranking method for semi-automated text classification. In: SIGIR'12 - The 35th Annual ACM SIGIR Conference on Research and Development in Information Retrieval (Portland, Oregon, USA, 12-16 August 2012). Proceedings, pp. 961 - 970. ACM, 2012.  
7Berardi G., Esuli A., Sebastiani F., Silvestri F. Blog distillation via sentiment-sensitive link analysis. In: NLDB 2012 - Natural Language Processing and Information Systems. 17th International Conference on Applications of Natural Language to Information Systems (Groningen, The Netherlands, 26-28 June 2012). Proceedings, pp. 228 - 233. Gosse Bouma , Ashwin Ittoo , Elisabeth Métais, Hans Wortmann (eds.). (Lecture Notes in Computer Science, vol. 7337). Springer, 2012.           
8Berardi G., Esuli A., Marcheggiani D. ISTI@ TREC Microblog track 2012: real-time filtering through supervised learning. In: TREC 2012 - 21th Text Retrieval Conference (Gaithersburg, US, 6-9 Novembre 2012). Proceedings, article n. 29. NIST - National Institute of Standards and Technology, 2012.     
9Berardi G., Esuli A., Gordea S., Marcheggiani D., Sebastiani F. Metadata enrichment services for the Europeana digital library. In: TPDL 2012 - Theory and Practice of Digital Libraries. Second International Conference (Paphos, Cyprus, 23-27 September 2012). Proceedings, pp. 508 - 511. Panayiotis Zaphiris, George Buchanan, Edie Rasmussen, Fernando Loizides (eds.). (Lecture Notes in Computer Science, vol. 7489). Springer, 2012.        

   2011
10Berardi G., Esuli A., Sebastiani F., Silvestri F. Blog distillation via sentiment-sensitive link analysis. In: IIR 2011 - 2nd Italian Information Retrieval Workshop (Milano, IT, 27-28 gennaio 2011). Atti, article n. 6. Massimo Melucci, Stefano Mizzaro, Gabriella Pasi (eds.). (CEUR Workshop Proceedings, vol. 704). CEUR-WS.org, 2011.     
11Berardi G., Esuli A., Marcheggiani D., Sebastiani F. ISTI @ TREC Microblog Track 2011: Exploring the Use of Hashtag Segmentation and Text Quality Ranking. In: TREC 2011 - 20th Text Retrieval Conference (Gaithersburg, US, November 15-18 2011). Proceedings, article n. 39. Ellen M. Voorhees and Lori P. Buckland (eds.). National Institute of Standards and Technology, USA, 2011.     

Dissertations

   2014
1Berardi G. Semi-automated text classification. Dipartimento di Ingegneria dell'Informazione, Università di Pisa. Ph.D. Dissertation, 2014.