Publications

Published papers in reversed chronological order.

2023

  1. AIxIA
    Recent Advances in Fairness Analysis of User Profiling Approaches in E-Commerce with Graph Neural Networks
    Purificato, Erasmo, Boratto, Ludovico, and De Luca, Ernesto William
    In Proceedings of the Discussion Papers - 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023 DP), 2023
  2. CIKM
    Leveraging Graph Neural Networks for User Profiling: Recent Advances and Open Challenges
    Purificato, Erasmo, Boratto, Ludovico, and De Luca, Ernesto William
    In Proceedings of the 32nd ACM International Conference on Information and Knowledge Management 2023
  3. CHItaly
    First Workshop on User Perspectives in Human-Centred Artificial Intelligence (HCAI4U)
    De Luca, Ernesto William,  Purificato, Erasmo, Boratto, Ludovico, Marrone, Stefano, and Sansone, Carlo
    In Proceedings of the 15th Biannual Conference of the Italian SIGCHI Chapter 2023
  4. SIGIR
    FairUP: A Framework for Fairness Analysis of Graph Neural Network-Based User Profiling Models
    Abdelrazek, Mohamed,  Purificato, Erasmo, Boratto, Ludovico, and De Luca, Ernesto William
    In Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval 2023
  5. HCII
    Usability Studies in Times of Pandemic: Different Solutions for the Remote Usability Tests of Research Digital Tools
    Purificato, Erasmo, Wehnert, Sabine, and De Luca, Ernesto William
    In International Conference on Human-Computer Interaction, 2023
  6. HCII
    A Usability Study of a Research Institute Website with Eye-Tracking Devices
    Wehnert, Sabine,  Purificato, Erasmo, and De Luca, Ernesto William
    In International Conference on Human-Computer Interaction, 2023
  7. UMAP
    Tutorial on User Profiling with Graph Neural Networks and Related Beyond-Accuracy Perspectives
    Purificato, Erasmo, Boratto, Ludovico, and De Luca, Ernesto William
    In Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization, 2023
  8. BIAS
    What Are We Missing in Algorithmic Fairness? Discussing Open Challenges for Fairness Analysis in User Profiling with Graph Neural Networks
    Purificato, Erasmo, and De Luca, Ernesto William
    In International Workshop on Algorithmic Bias in Search and Recommendation 2023
  9. ECIR
    FACADE: Fake Articles Classification and Decision Explanation
    Purificato, Erasmo, Shahania, Saijal, Thiel, Marcus, and De Luca, Ernesto William
    In Advances in Information Retrieval: 45th European Conference on Information Retrieval (ECIR 2023), Part III, 2023

2022

  1. XAI.it
    Tell Me Why It’s Fake: Developing an Explainable User Interface for a Fake News Detection System
    Purificato, Erasmo, Shahania, Saijal, and De Luca, Ernesto William
    In Proceedings of the 3rd Italian Workshop on Explainable Artificial Intelligence, co-located with 21th International Conference of the Italian Association for Artificial Intelligence (AIxIA 2022), 2022
  2. CIKM
    Do Graph Neural Networks Build Fair User Models? Assessing Disparate Impact and Mistreatment in Behavioural User Profiling
    Purificato, Erasmo, Boratto, Ludovico, and De Luca, Ernesto William
    In Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022
  3. UMAP
    Beyond-Accuracy Perspectives on Graph Neural Network-Based Models for Behavioural User Profiling
    Purificato, Erasmo
    In Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization, 2022
  4. MTAP
    Enriching Videos with Automatic Place Recognition in Google Maps
    Fallucchi, Francesca, Di Stabile, Rosario,  Purificato, Erasmo, Giuliano, Romeo, and De Luca, Ernesto William
    In Multimedia Tools and Applications, 2022
  5. IJHCI
    The Use of Responsible Artificial Intelligence Techniques in the Context of Loan Approval Processes
    Purificato, Erasmo, Lorenzo, Flavio, Fallucchi, Francesca, and De Luca, Ernesto William
    In International Journal of Human–Computer Interaction, 2022
  6. IUI
    First Workshop on Adaptive and Personalized Explainable User Interfaces (APEx-UI 2022)
    Purificato, Erasmo, Musto, Cataldo, Lops, Pasquale, and De Luca, Ernesto William
    In Proceedings of the 27th International Conference on Intelligent User Interfaces, 2022

2021

  1. IntRS
    Evaluating Explainable Interfaces for a Knowledge Graph-Based Recommender System
    Purificato, Erasmo, Manikandan, Baalakrishnan Aiyer, Karanam, Prasanth Vaidya, Pattadkal, Mahantesh Vishvanath, and De Luca, Ernesto William
    In Proceedings of the 8th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems co-located with 15th ACM Conference on Recommender Systems (RecSys 2021), 2021
  2. Computers
    Dynamic Privacy-Preserving Recommendations on Academic Graph Data
    Purificato, Erasmo, Wehnert, Sabine, and De Luca, Ernesto William
    In Computers, 2021

2018

  1. ICCSA
    A Multimodal Approach for Cultural Heritage Information Retrieval
    Purificato, Erasmo, and Rinaldi, Antonio Maria
    In International Conference on Computational Science and its Applications, 2018
  2. MTAP
    Multimedia and geographic data integration for cultural heritage information retrieval
    Purificato, Erasmo, and Rinaldi, Antonio Maria
    In Multimedia Tools and Applications, 2018