Virtual One-day Trip PlannerPages 71-81
Abstract
A virtual one-day trip planner is necessary to simplify trip planning for users who wish to explore different places within a limited span of time. A Recommender system is used to make various suggestions according to the budget and time. A Recommendation system is of utmost importance to provide recommendations to users on all the aspects using the technology. Different types of recommendation systems are available, i.e., Hybrid Recommendation System, User-based Collaborative Filtering System and Item-Based Collaborative Filtering System. The user-based filtering compares a user with other users who have similar preferences based on the identical items ratings they have provided. On the other hand, Item-based filtering takes into consideration the previously rated preference of the user to make further recommendations. A Hybrid System consists of both types of collaborative filtering to make the recommendation to the user.
Keywords: Virtual one-day trip planner, Recommendation system, Hybrid Recommendation System, User-based Collaborative Filtering System and Item-Based Collaborative Filtering System.
|
Sridhar Iyer, 
PDF 