CompassLLM: A Multi-Agent Approach toward Geo-Spatial Reasoning for Popular Path Query

arXiv:2510.07516v2 Announce Type: replace Abstract: The popular path query - identifying the most frequented routes between locations from historical trajectory data - has important applications in urban planning, navigation optimization, and travel recommendations. While traditional algorithms and...