Requirements analysis - Tensor-Reloaded/Property-Development-Prediction GitHub Wiki
Main purpose
- The application is meant to be used to view the possible evolution of a given urban area in a future year
Users, stakeholders
- This application is not meant with a production environment in mind; However, it should be accessible to anyone
Requirements
Main functional requirements
- The application should provide an intuitive UI for the user to choose a location where he wants to view the possible evolution; Possible UI elements:
- Map to pick the location
- Slider to choose the future year
- Image slot to display the evolved area
Side functional requirements
- The application could also provide estimative prices for the given areas
- The application could also provide a module to retain the user's results
Risk assessment
State-of-the-art: Risk assessment
Machine learning considerations
- We could take into account the traffic hotspots to determine busy (usually central) places, which would define the core of an urban settlement; This way, we could better determine in which directions the city would expand, and maybe even adapt prices