Abstract: Methods and systems are provided for facilitating decision making through an improved recommendation system. The data used in the system, such as the questions and business logic for navigating between questions, is stored in relational database tables that are easy to access and edit by users. A backend application program reads the data and processes the navigation logic depending upon answers received from users to automatically generate a decision tree. Users are allowed to select questions earlier in the tree, and the application can regenerate a tree from the point of the selected question and on. The application program stores the questions to be presented in a structured document which is handed off to a user interface generation program.