Understanding city dynamics by analyzing investment processes - an integrated formal and semantic approach

Understanding investment-construction processes and their dynamics is crucial for effective urban planning, but these processes are often complex and fragmented. While advances in GeoAI offer powerful new tools for analysis, conventional approaches to studying urban development face two key limitations. First, they frequently neglect to represent the processual characteristics of development, regarding complex, multi-phase projects as a succession of isolated incidents. Second, the analysis of w