Program

13:30 – 13:45 - Opening - Allegra De Filippo




13:45 – 15:00 - Session 1 - chair: Elisabeth Lex

• "A Holistic View of Sustainability in Multimodal Recommender Systems" – Angelo Geninatti Cossatin, Liliana Ardissono and Noemi Mauro (12 min + 5 Q&A)
• "Sustainability Evaluation Metrics for Recommender Systems" – Alexander Felfernig, Damian Garber, Viet-Man Le, Sebastian Lubos and Thi Ngoc Trang Tran (12 min + 5 Q&A)
• "Towards Greener Choices: Decision Information Nudging for Sustainability-Aware Recommender Explanations" – Haya Halimeh and Oliver Müller (12 min + 5 Q&A)
• "Estimating Product Carbon Footprint via Large Language Models for Sustainable Recommender Systems" – Alessandro Vicenti, Cataldo Musto, Giuseppe Spillo, Allegra De Filippo, Michela Milano and Giovanni Semeraro (12 min + 5 Q&A)



15:00 – 15:30 - Spotlight Presentations - chair: Noemi Mauro

• "TRUST-MH: Transparent and Responsible User-level Semantic Tagging for Mental Health Assessment" – Sumit Dalal and Sarika Jain (4 min)
• "SERMuse: Speech Emotion Recognition based Music Recommendation" – Bhawna Singh and Niyati Baliyan (4 min)
• "LLM-based Healthiness? Analyzing the Nutritional Quality of an AI-Generated Recipe Dataset" – Ayoub El Majjodi, Jonas Bech Holtan, Alain D. Starke and Christoph Trattner (4 min)
• "Diversified Recommendations of Cultural Activities with Personalized Determinantal Point Processes" – Carole Ibrahim, Hiba Bederina, Daniel Cuesta, Laurent Montier, Cyrille Delabre and Jill-Jênn Vie (4 min)
• "LLM-Powered Recommendations: a Case Study in Renewable Energy Communities" – Bianca Maria Deconcini, Giulia Coucourde, Luca Console, Michele Visciola, Malek Anouti and Giorgio Gaudio (4 min)
• "Mind the Gap: Urban-Rural Disparities in Wheelchair Accessibility for POI Recommendations" – Gregor Mayr, Markus Reiter-Haas and Elisabeth Lex (4 min)



15:30 – 16:00 - Coffee break & Poster session




16:00 – 17:15 - Session 2 - chair: Ludovico Boratto

• "Early Explorations of Recommender Systems for Physical Activity and Wellbeing" – Alan Said (8 min + 5 Q&A)
• "E-Mealio: An LLM-Powered Conversational Agent for Sustainable and Healthy Food Recommendation" – Antonio Raffaele Iacovazzi, Lorenzo Blanco, Giuseppe Spillo and Cataldo Musto (12 min + 5 Q&A)
• "Biases of Algorithmic and Editorial Recommendations in Public Service Media" – Marcel Hauck and Franz Rothlauf (12 min + 5 Q&A)
• "PureBiasoMeter: Decoupling Popularity Bias from User Fairness in LLM-Based Recommender Systems" – Shirin Tahmasebinotarki, Muhammad Hamad, Amir H. Payberah and Mihhail Matskin (12 min + 5 Q&A)



17:15 – 17:30 - Closing & Final Remarks - (Organizers)