Safari Nepal is a web-based platform designed to enhance your travel experience by providing a comprehensive suite of tools and features. Whether you're a tourist seeking exciting destinations or a knowledgeable tour guide eager to connect with travelers, Safari Nepal is your one-stop solution.
View more details of the project in the publication: https://irojournals.com/tcsst/article/view/5/3/3
- User Registration: Users can create accounts, provide their details, and choose whether they want to be a tourist or a tour guide.
- Destination Search and Map: Explore various destinations and visualize their locations on an interactive map powered by the Mapbox API.
- Content-Based Recommendation: Receive personalized destination recommendations based on your preferences, utilizing a combination of K-Nearest Neighbours (KNN) and Cosine similarity algorithms.
- K-Nearest Neighbours (KNN): Our recommendation system employs KNN to sort destinations from most liked to least liked based on user preferences.
- Cosine Similarity: Further refine recommendations using cosine similarity to identify destinations that align with your preferences.
- Map Integration: Seamlessly integrated Mapbox API offers an intuitive map interface to enhance your exploration experience.
- Travel Buddy Chatbox: Connect with fellow users and tour guides through the 'Travel Buddy' chatbox. Discuss destinations, tour costs, and more in dedicated chatrooms.
- Blogging and Sharing: Users can publish blogs to share their travel experiences, insights, and thoughts on specific destinations.
