Erasmo Purificato

42 papers A* 1A 8Journal 12Unranked 17

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	With a Little Help From My Friends: Collective Manipulation in Risk-Controlling Recommender Systems. CoRR Giovanni De Toni, Cristian Consonni, Erasmo Purificato, Emilia Gómez, Bruno Lepri
2025	—	`ed.`	Advances on Graph-Based Approaches in Information Retrieval - First International Workshop, IRonGraphs 2024, Glasgow, UK, March 24, 2024, Proceedings IRonGraphs Ludovico Boratto, Daniele Malitesta, Mirko Marras, Giacomo Medda, Cataldo Musto, Erasmo Purificato
2025	J	`jnl`	Can We Trust AI Benchmarks? An Interdisciplinary Review of Current Issues in AI Evaluation. CoRR Maria Eriksson, Erasmo Purificato, Arman Noroozian, João Vinagre, Guillaume Chaslot, Emilia Gómez, David Fernández Llorca
2025	A	`conf`	Data Access for Recommender Systems Research: leveraging the EU's Digital Services Act. RecSys João Vinagre, Lorenzo Porcaro, Silvia Merisio, Erasmo Purificato, Emilia Gómez
2025	—	`conf`	Data Access under the EU Digital Services Act and its Impact on User Modelling Research. UMAP (Adjunct Publication) Erasmo Purificato, Ludovico Boratto, João Vinagre
2025	A	`conf`	GNN's FAME: Fairness-Aware MEssages for Graph Neural Networks. UMAP Erasmo Purificato, Hannan Javed Mahadik, Ludovico Boratto, Ernesto William De Luca
2025	J	`jnl`	GNNFairViz: Visual Analysis for Graph Neural Network Fairness. IEEE Trans. Vis. Comput. Graph. Xinwu Ye, Jielin Feng, Erasmo Purificato, Ludovico Boratto, Michael Kamp, Zengfeng Huang, Siming Chen
2025	A	`conf`	How Fair is Your Diffusion Recommender Model? RecSys Daniele Malitesta, Giacomo Medda, Erasmo Purificato, Mirko Marras, Fragkiskos D. Malliaros, Ludovico Boratto
2025	—	`conf`	Inside the Frame: A Plan for Audio-Visual Feature Analysis of Video Recommendations for Children. DaQuaMRec@RecSys Erasmo Purificato
2025	A	`conf`	You Don't Bring Me Flowers: Mitigating Unwanted Recommendations Through Conformal Risk Control. RecSys Giovanni De Toni, Erasmo Purificato, Emilia Gómez, Andrea Passerini, Bruno Lepri, Cristian Consonni
2025	J	`jnl`	You Don't Bring Me Flowers: Mitigating Unwanted Recommendations Through Conformal Risk Control. CoRR Giovanni De Toni, Erasmo Purificato, Emilia Gómez, Bruno Lepri, Andrea Passerini, Cristian Consonni
2024	—	`conf`	A Comprehensive Strategy to Bias and Mitigation in Human Resource Decision Systems. XAI.it@AI*IA Silvia D'Amicantonio, Mishal Kizhakkam Kulangara, Het Darshan Mehta, Shalini Pal, Marco Levantesi, Marco Polignano, Erasmo Purificato, Ernesto William De Luca
2024	—	`conf`	ExplainBattery: Enhancing Battery Capacity Estimation with an Efficient LSTM Model and Explainability Features. XAI.it@AI*IA Leonardo Dal Ronco, Erasmo Purificato
2024	—	`conf`	First International Workshop on Graph-Based Approaches in Information Retrieval (IRonGraphs 2024). ECIR (5) Ludovico Boratto, Daniele Malitesta, Mirko Marras, Giacomo Medda, Cataldo Musto, Erasmo Purificato
2024	J	`jnl`	How Fair is Your Diffusion Recommender Model? CoRR Daniele Malitesta, Giacomo Medda, Erasmo Purificato, Ludovico Boratto, Fragkiskos D. Malliaros, Mirko Marras, Ernesto William De Luca
2024	—	`conf`	Paradigm Shifts in User Modeling: A Journey from Historical Foundations to Emerging Trends. UMAP (Adjunct Publication) Erasmo Purificato, Ludovico Boratto, Ernesto William De Luca
2024	—	`ed.`	Proceedings of the 5th Italian Workshop on Explainable Artificial Intelligence, co-located with the 23rd International Conference of the Italian Association for Artificial Intelligence, Bolzano, Italy, November 26-27, 2024. XAI.it@AI*IA Marco Polignano, Cataldo Musto, Roberto Pellungrini, Erasmo Purificato, Giovanni Semeraro, Mattia Setzu
2024	J	`jnl`	Report on the 1st International Workshop on Graph-Based Approaches in Information Retrieval (IRonGraphs 2024) at ECIR 2024. SIGIR Forum Ludovico Boratto, Daniele Malitesta, Mirko Marras, Giacomo Medda, Cataldo Musto, Erasmo Purificato
2024	J	`jnl`	Toward a Responsible Fairness Analysis: From Binary to Multiclass and Multigroup Assessment in Graph Neural Network-Based User Modeling Tasks. Minds Mach. Erasmo Purificato, Ludovico Boratto, Ernesto William De Luca
2024	J	`jnl`	User Modeling and User Profiling: A Comprehensive Survey. CoRR Erasmo Purificato, Ludovico Boratto, Ernesto William De Luca
2024	—	`conf`	XAI.it 2024: An Overview on the Future of AI in the Era of Large Language Models. XAI.it@AI*IA Marco Polignano, Cataldo Musto, Roberto Pellungrini, Erasmo Purificato, Giovanni Semeraro, Mattia Setzu
2023	—	`conf`	A Usability Study of a Research Institute Website with Eye-Tracking Devices. HCI (43) Sabine Wehnert, Erasmo Purificato, Ernesto William De Luca
2023	—	`conf`	FACADE: Fake Articles Classification and Decision Explanation. ECIR (3) Erasmo Purificato, Saijal Shahania, Marcus Thiel, Ernesto William De Luca
2023	A*	`conf`	FairUP: A Framework for Fairness Analysis of Graph Neural Network-Based User Profiling Models. SIGIR Mohamed Abdelrazek, Erasmo Purificato, Ludovico Boratto, Ernesto William De Luca
2023	—	`conf`	First Workshop on User Perspectives in Human-Centred Artificial Intelligence (HCAI4U). CHItaly Ernesto William De Luca, Erasmo Purificato, Ludovico Boratto, Stefano Marrone, Carlo Sansone
2023	A	`conf`	Leveraging Graph Neural Networks for User Profiling: Recent Advances and Open Challenges. CIKM Erasmo Purificato, Ludovico Boratto, Ernesto William De Luca
2023	—	`ed.`	Proceedings of the 4th Italian Workshop on Explainable Artificial Intelligence co-located with 22nd International Conference of the Italian Association for Artificial Intelligence(AIxIA 2023), Roma, Italy, November 8, 2023. XAI.it@AI*IA Cataldo Musto, Riccardo Guidotti, Anna Monreale, Erasmo Purificato, Giovanni Semeraro
2023	—	`ed.`	Proceedings of the First Workshop on User Perspectives in Human-Centred Artificial Intelligence (HCAI4U 2023) co-located with the 15th Biannual Conference of the Italian SIGCHI Chapter (CHItaly 2023), Turin, Italy, September 20, 2023. HCAI4U@CHItaly Ernesto William De Luca, Erasmo Purificato, Ludovico Boratto, Stefano Marrone, Carlo Sansone
2023	—	`conf`	Recent Advances in Fairness Analysis of User Profiling Approaches in E-Commerce with Graph Neural Networks. DP@AI*IA Erasmo Purificato, Ludovico Boratto, Ernesto William De Luca
2023	J	`jnl`	The Use of Responsible Artificial Intelligence Techniques in the Context of Loan Approval Processes. Int. J. Hum. Comput. Interact. Erasmo Purificato, Flavio Lorenzo, Francesca Fallucchi, Ernesto William De Luca
2023	A	`conf`	Tutorial on User Profiling with Graph Neural Networks and Related Beyond-Accuracy Perspectives. UMAP Erasmo Purificato, Ludovico Boratto, Ernesto William De Luca
2023	—	`conf`	Usability Studies in Times of Pandemic: Different Solutions for the Remote Usability Tests of Research Digital Tools. HCI (43) Erasmo Purificato, Sabine Wehnert, Ernesto William De Luca
2023	—	`conf`	What Are We Missing in Algorithmic Fairness? Discussing Open Challenges for Fairness Analysis in User Profiling with Graph Neural Networks. BIAS Erasmo Purificato, Ernesto William De Luca
2022	A	`conf`	Beyond-Accuracy Perspectives on Graph Neural Network-Based Models for Behavioural User Profiling. UMAP Erasmo Purificato
2022	A	`conf`	Do Graph Neural Networks Build Fair User Models? Assessing Disparate Impact and Mistreatment in Behavioural User Profiling. CIKM Erasmo Purificato, Ludovico Boratto, Ernesto William De Luca
2022	J	`jnl`	Enriching videos with automatic place recognition in google maps. Multim. Tools Appl. Francesca Fallucchi, Rosario Di Stabile, Erasmo Purificato, Romeo Giuliano, Ernesto William De Luca
2022	—	`conf`	First Workshop on Adaptive and Personalized Explainable User Interfaces (APEx-UI 2022). IUI Companion Erasmo Purificato, Cataldo Musto, Pasquale Lops, Ernesto William De Luca
2022	—	`conf`	Tell Me Why It's Fake: Developing an Explainable User Interface for a Fake News Detection System. XAI.it@AI*IA Erasmo Purificato, Saijal Shahania, Ernesto William De Luca
2021	J	`jnl`	Dynamic Privacy-Preserving Recommendations on Academic Graph Data. Comput. Erasmo Purificato, Sabine Wehnert, Ernesto William De Luca
2021	—	`conf`	Evaluating Explainable Interfaces for a Knowledge Graph-Based Recommender System. IntRS@RecSys Erasmo Purificato, Baalakrishnan Aiyer Manikandan, Prasanth Vaidya Karanam, Mahantesh Vishvanath Pattadkal, Ernesto William De Luca
2018	—	`conf`	A Multimodal Approach for Cultural Heritage Information Retrieval. ICCSA (1) Erasmo Purificato, Antonio M. Rinaldi
2018	J	`jnl`	Multimedia and geographic data integration for cultural heritage information retrieval. Multim. Tools Appl. Erasmo Purificato, Antonio M. Rinaldi