Points of Interest (POIs) are specific locations that hold significance or attraction for visitors. These can include landmarks, historical sites, natural wonders, museums, and recreational areas. POIs are often highlighted in travel guides and maps to help tourists discover notable places in a region. In urban areas, POIs may encompass popular attractions like museums, parks, and theaters. In rural settings, they might include national parks, scenic viewpoints, or cultural heritage sites. Identifying POIs can enhance travel experiences by guiding individuals to explore and appreciate the unique features of a destination.