Program

Session 1 (09:00–10:30)

• Welcome by the Workhop co-chairs
• Debora Giovannelli, Fabio Pinelli and Chiara Pugliese — Mobile Traffic Data as a Proxy for Urban Mobility: a Preliminary Study in Paris
• George Theodoropoulos, Zoi Nikolarakis and Yannis Theodoridis — Short-Term Traffic Congestion Prediction Using Machine Learning: XGBoost vs. Deep Neural Networks
• Nhu Ngoc Hoang, Ngoc Hoa Pham, Viet Phuong Hoang and Esteban Zimányi — MobilityDuck: Mobility Data Management with DuckDB
• Rim Moussa, Sandro Bimonte and Robert Wrembel — How to implement your Trajectory Data Warehouse? Design and Evaluation

Session 2 (11:00–12:30)

• Keynote talk: Milad Malekzadeh — What Comes After Big Mobility Data? Openness, Standards, and Collective Stewardship
• Cristiano Landi, Petros Mandalis and Nikos Pelekis — A Benchmark Framework for Trajectory Vectorization in Unsupervised Settings
• Maddalena Amendola, Chiara Pugliese, Chiara Renso and Raffaele Perego — Spatial RAG for Big Data–Driven Urban Itinerary Recommendation
• Closing