An Independent boutique hotel is seeking to boost their Best Value ranking on Trip Advisor on desktop.
Provide insights into the algorithm and strategies to boost ranking position.
This project relates to the "Best Value" ranking insights only.
We already know some basic algorithm influences such as Popularity, Rates & Availability, Location, Booking Popularity and Traveller Preferences therefore this information is not valuable and does not form part of this project.
Specific queries to be answered include:
1) What do hotels on the 1st page of Trip Advisor for Best Value in Melbourne have in common?
2) What is the algorithm for ranking on the 1st page under Best Value.
3) How much influence do Online Travel Agents have on Best Value rankings
I've been working with ML past years now, and can totally help you understand how the TripAdvisor recommender system works and a couple of hacks to boost your hotel ranking;) Best, Debdeep