Google Scholar

The following list includes published papers, deliverables and other contents linked with my research.

• Use of non-traditional data sources to nowcast migration trends through Artificial Intelligence technologies
  Goglia D., Pollacci L., Sirbu A.
  Measuring Migration Conference 2022 Conference Proceedings 42, 15.
• Twitter data for migration studies
  Kim J. S., Pollacci L., Rossetti G., Sirbu A.,Giannotti F., Pedreschi D.
  Salah, A.A., E.E. Korkmaz, T. Bircan (eds.), Data Science for Migration and Mobility (Chapter 8), Proc. British Academy, Oxford University Press, 2022.
• Sentiment Analysis & Emotion Detection
  Pollacci L.
  Blog post, 2022.
• Toward a Standard Approach for Echo Chamber Detection: Reddit Case Study
  Morini, V., Pollacci L., Rossetti, G.
  Applied Sciences, 11(12), 5390. (2021).
• Big data for migration studies: exploring superdiversity and the brain drain
  Pollacci L., A. Sirbu, L. Milli, G. Rossetti, F. Giannotti, D. Pedreschi
  Expert Workshop (abstract) @ Mind the Gap: Critical Perspectives on Migration Theories and Data, 3-4 December 2020 - Brussels.
• Capturing political polarization of Reddit submissions in the Trump Era
  Morini, V., Pollacci L., Rossetti, G.
  SEBD 2020 - 28th Symposium on Advanced Database Systems.
• Human migration: the Big Data perspective
  S\^irbu A., ..., Pollacci L., et. al..
  International Journal of Data Science and Analytics, pag. (1-20), Springer. DOI.
• Understanding the Business Value of SMEs' Patent Portfolio: An Artificial Intelligence based approach - Final Report
  Di Minin A. et. al..
  Report.
• Superdiversity: (Big) Data Analytics at the crossroads of geography, language and emotions
  Pollacci L.,
  Ph.D. thesis, 2019, link
• The Italian Music Superdiversity. Geography, Emotion and Language: one resource to find them, one resource to rule them all
  Pollacci L., R. Guidotti, G. Rossetti, F. Giannotti, D. Pedreschi
  Journal of Multimedia Tools and Applications, 2018. DOI.
• The Fractal Dimension of Music: Geography, Popularity and Sentiment Analysis
  Pollacci L., G. Rossetti, R. Guidotti, F. Giannotti, D. Pedreschi
  3rd EAI International Conference on Smart Objects and Technologies for Social Good, 2017. Pisa, Italy. DOI.
• Sentiment spreading: an epidemic model for lexicon-based sentiment analysis on Twitter
  Pollacci L., A. Sîrbu, F. Giannotti, D. Pedreschi, C. Lucchese, C., C.I. Muntean
  16th International Conference of the Italian Association for Artificial Intelligence. Springer, Cham, 2017.. DOI.
• "Are we playing like Music-Stars?" Placing Emerging Artists on the Italian Music Scene
  Pollacci L., R. Guidotti, G. Rossetti
  9th International Workshop on Machine Learning and Music (MML16), European Conference on Machine Learning and Principles and Practice of Knowledge Discovery.
• ItEm: spazi semantici vettoriali per l'espansione semi-automatica di un lessico emotivo
  Pollacci L.
  Master thesis, 2015, link
• Item: A vector space model to bootstrap an Italian emotive lexicon
  L. Passaro, Pollacci L., A. Lenci
  Second Italian Conference on Computational Linguistics CLiC-it 2015. Academia University Press, 2015.
• ItEm: Italian Emotive Lexicon
  Pollacci L.
  Bachelor thesis, 2014
• The coling lab system for sentiment polarity classification of tweets
  L. Passaro, G. Lebani, Pollacci L., E. Chersoni, A. Lenci
  EVALITA 2014. Pisa University Press, 2014. Proceedings of the Fourth International Workshop EVALITA 2014.