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Ivan Donadello

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

I am a Ph.D. student under the supervision of Luciano Serafini. My research topic is to teach machines to semantically interpret images. To semantically interpret an image is the ability of a machine to automatically construct a graph that represents the semantic content of the image, e.g., what is happening in the image, which are the actors involved. The approach combines machine learning techniques with structured knowledge coming from knowledge bases. This topic is a bridge between the Computer Vision and Knowledge Representation communities.

My interest in joining different scientific communities comes from my Master thesis where I developed a knowledge-based system for the assessment of the Obsessive-compulsive disorder.

Research interests
Knowledge Representation Integration of Logical and Statistical Reasoning Semantic Interpretation of Multimedia
Publications
  1. Luciano Serafini; Ivan Donadello; Artur d'Avila Garcez,
    Proceedings of the 32nd Annual ACM Symposium on Applied Computing,
    2017
    , pp. 125-
    130
    , (SAC 2017,
    Marrakech, Morocco,
    03/07/04/2017)
  2. Donadello, Ivan; Serafini, Luciano,
    in «INTELLIGENZA ARTIFICIALE»,
    vol. 10,
    n. 1,
    2016
    , pp. 33 -
    47
  3. Donadello, I.; Spoto, A.; Sambo, F.; Badaloni, S.; Granziol, U.; Vidotto, G.,
    in «EDUCATIONAL AND PSYCHOLOGICAL MEASUREMENT»,
    2016
  4. Cramerotti, Sofia; Turrini, Massimo; Buccio, Marco; Larentis, Silvia; Rospocher, Marco; Serafini, Luciano; Cardillo, Elena; Donadello, Ivan,
    in «MEDIA EDUCATION»,
    vol. 6,
    n. 1,
    2015
    , pp. 101 -
    110
  5. Donadello, Ivan; Serafini, Luciano,
    Computer Vision - ECCV 2014 Workshops, Proceedings, Part II,
    vol.8926,
    2015
    , pp. 283-
    298
  6. Ivan Donadello,
    Proceedings of the Doctoral Consortium (DC) co-located with the 14th Conference of the Italian Association for Artificial Intelligence (AI*IA 2015),
    vol.1485,
    2015
    , pp. 19-
    25
    , (Doctoral Consortium (DC) co-located with the 14th Conference of the Italian Association for Artificial Intelligence (AI*IA 2015),
    Ferrara, Italy,
    September 23-24, 2015.)
  7. Daniil Mirylenka; Marco Rospocher; Ivan Donadello; Elena Cardillo; Luciano Serafini,
    in «CEUR WORKSHOP PROCEEDINGS»
    IESD 2014 - Intelligent Exploration of Semantic Data. Proceedings of the 3rd International Workshop on Intelligent Exploration of Semantic Data (IESD 2014) co-located with the 13th International Semantic Web Conference (ISWC 2014),
    CEUR Workshop Proceedings,
    vol.1279,
    n. 0074-1279-6,
    2014
    , (Workshop on Intelligent Exploration of Semantic Data (IESD2014), co-located with ISWC2014,
    Riva del Garda, Italy,
    20 October 2014)
  8. Marco Rospocher; Elena Cardillo; Ivan Donadello; Luciano Serafini,
    in «LECTURE NOTES IN COMPUTER SCIENCE»
    Knowledge Engineering and Knowledge Management 19th International Conference, EKAW 2014, Linköping, Sweden, November 24-28, 2014. Proceedings,
    Springer International Publishing,
    vol.8876,
    2014
    , pp. 469-
    484
    , (The 19th International Conference on Knowledge Engineering and Knowledge Management (EKAW2014),
    Linköping, Sweden,
    24 - 28 November 2014)
  9. S. Cramerotti;M. Buccio;G. Vaschetto;M. Rospocher;L. Serafini; Elena Cardillo; Ivan Donadello,
    ISWC 2014 Industry Track,
    vol.1383,
    2014
    , (Proceedings of the Industry Track at the International Semantic Web Conference 2014 (ISWC 2014),
    Riva del Garda, Italy,
    October 19-23, 2014)