Below is a travel map designed for UMAP 2025 which shows recommended nearby hotels and their travel times to key destinations. This is provided free of charge to help attendees easily navigate and book accommodations. By booking through the links on the map, you are supporting ongoing research to improve travel experiences to academic conferences.