- 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):
