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Giulio Petrucci

PhD Student
  • Phone: +39 0461 314084
  • FBK Povo
Short bio

I received my M.Sc. in Electronic Engineering from Università Politecnica delle Marche in 2005. My thesis project was about using Neural Networks for environment time series forecasts. In 2005 I started working for an exciting start-up focused on Speech Technology and Natural Language Processing based applications. The deep interests I had about my job led me to think about starting over my academic career in order to get more into its scientific aspects. In 2013, after a short research intern, I joined the DKM group of FBK for a PhD about Information Extraction for Ontology Engineering. My main topic is to extract complex and expressive axioms from large unstructured textual sources.

Research interests
Information Extraction Natural Language Processing Machine Learning Ontology Enginnering
Publications
  1. Dragoni, Mauro; Petrucci, Giulio,
    A Neural Word Embeddings Approach For Multi-Domain Sentiment Analysis,
    in «IEEE TRANSACTIONS ON AFFECTIVE COMPUTING»,
    vol. PP,
    n. 99,
    2017
    , pp. 1 -
    1
  2. Di Francescomarino, Chiara; Ghidini, Chiara; Maggi, Fabrizio Maria; Petrucci, Giulio; Yeshchenko, Anton,
    Business Process Management. BPM 2017,
    vol.10445,
    2017
    , pp. 252-
    268
    , (International Conference on Business Process Management,
    Barcelona, Spain,
    10-15 September, 2017)
  3. Di Nicola, G.; Pierantozzi, M.; Petrucci, G.; Stryjek, R.,
    in «JOURNAL OF THERMOPHYSICS AND HEAT TRANSFER»,
    vol. 30,
    n. 3,
    2016
    , pp. 651 -
    660
  4. Petrucci, Giulio; Ghidini, Chiara; Rospocher, Marco,
    Knowledge Engineering and Knowledge Management, Proceedings of the 20th International Conference, EKAW 2016,
    vol.10024,
    2016
    , pp. 480-
    495
    , (20th International Conference EKAW 2016,
    Bologna, Italy,
    November 19-23, 2016)
  5. Petrucci, Giulio; Dragoni, Mauro,
    Semantic Web Challenges - Third SemWebEval Challenge at ESWC 2016, Revised Selected Papers,
    Springer,
    vol.641,
    2016
    , pp. 126-
    140
    , (Semantic Web Challenges - Third SemWebEval Challenge,
    Heraklion, Crete, Greece,
    May 29 - June 2, 2016)
  6. Dragoni, Mauro; Petrucci, Giulio,
    An Information Retrieval-Based System for Multi-domain Sentiment Analysis,
    Semantic Web Evaluation Challenges,
    Springer,
    2015
    , pp. 234 -
    243
  7. Dragoni, Mauro; Petrucci, Giulio,
    Proceedings of the ISWC 2015 Posters & Demonstrations Track co-located with the 14th International Semantic Web Conference (ISWC-2015), Bethlehem, PA, USA, October 11, 2015.,
    CEUR-WS.org,
    vol.1486,
    2015
    , (International Semantic Web Conference (ISWC-2015),
    Bethlehem, PA, USA,
    October 11, 2015)
  8. Petrucci, Giulio,
    The Semantic Web. Latest Advances and New Domains: 12th European Semantic Web Conference, ESWC 2015,
    Springer International Publishing,
    vol.9088,
    2015
    , pp. 740-
    750
    , (12th European Semantic Web Conference, ESWC 2015,
    Portoroz, Slovenia,
    May 31 -- June 4, 2015)