Recommendation systems and adaptive systems have been introduced in travel applications to support the travelers in their decision-making processes. These systems should respond to the unexpected changes during the travel. As a result, the first step is to sense the traveler’s specifications, needs, and preferences before, during, and after the travel. | Adaptive tourist recommendation system: Conceptual frameworks and implementations