nahidalam/travel-recommendation-system

Vacation Recommendation System using content based and Collaborative filtering techniques

Travel Recommendation System

• Designed and developed travel recommendation system using Apache Spark.
• Used Supervised learning to build recommendation model using Collaborative Filtering ALS (Alternating Least Square).
• Used Facebook checkin Data of a user to provide dynamic recommendation about travel with user's changing interest.
• Technologies: Java, Apache Spark, Angular.js, Node.js, REST API

Project Screenshots:

Login Page:

Home Page:

Linking Facebook Profile to get access to user's location checkins:

Travel Recommendations (Without User Preference (Recommendation relevant to facebook checkins):

Travel Recommendations (With User Preference):