You are here

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. Donadello, Ivan; Serafini, Luciano,
    Proceedings of the 2019 International Joint Conference on Neural Networks (IJCNN),
    2019
    , pp. 1-
    8
    , (International Joint Conference on Neural Networks (IJCNN),
    Budapest, Hungary,
    July 14-19, 2019)
  2. Donadello, Ivan; Dragoni, Mauro,
    Proceedings of the 18th International Semantic Web Conference, Part II,
    vol.11779,
    2019
    , pp. 363-
    381
    , (ISWC 2019 - International Semantic Web Conference,
    Auckland, New Zealand,
    October 26-30, 2019)
  3. Donadello, Ivan; Dragoni, Mauro,
    Proceedings of the International Conference on Image Analysis and Processing (ICIAP 2019),
    vol.11752,
    2019
    , pp. 607-
    617
    , (ICIAP 2019: International Conference on Image Analysis and Processing,
    Trento, Italy,
    September 9-13, 2019)
  4. Donadello, Ivan; Dragoni, Mauro; Eccher, Claudio,
    Joint Proceedings of the 6th International Workshop on Dataset PROFlLingand Search & the 1st Workshop on Semantic Explainability co-locatedwith the 18th International Semantic Web Conference (ISWC 2019),
    CEUR-WS.org,
    vol.2465,
    2019
    , pp. 46-
    61
    , (SEMEX: 1st Workshop on Semantic Explainability,
    Auckland, New Zealand,
    October 27, 2019)
  5. Spoto, Andrea; Serra, Francesca; Donadello, Ivan; Granziol, Umberto; Vidotto, Giulio,
    in «FRONTIERS IN PSYCHOLOGY»,
    vol. 9,
    2018
  6. 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)
  7. Ivan, Donadello; Luciano, Serafini; Artur, d'Avila Garcez,
    Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, IJCAI-17,
    2017
    , pp. 1596-
    1602
    , (IJCAI 2017,
    Melbourne, Australia,
    August 19-25, 2017)
  8. Donadello, Ivan; Serafini, Luciano,
    in «INTELLIGENZA ARTIFICIALE»,
    vol. 10,
    n. 1,
    2016
    , pp. 33 -
    47
  9. Donadello, I.; Spoto, A.; Sambo, F.; Badaloni, S.; Granziol, U.; Vidotto, G.,
    in «EDUCATIONAL AND PSYCHOLOGICAL MEASUREMENT»,
    2016
  10. 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

Pages