The RecSys Challenge 2019 will be organized by trivago, TU Wien, Politecnico di Milano, and Karlsruhe Institute of Technology. trivago is a global hotel search platform focused on reshaping the way travelers search for and compare hotels, while enabling advertisers of hotels to grow their businesses by providing access to a broad audience of travelers via our websites and apps. trivago has established 55 localized platforms in over 190 countries and provides access to over two million hotels, including alternative accommodations, with prices and availability from over 400+ booking sites and hotel chains.
This year’s challenge focuses on travel metasearch. The goal of this challenge is to develop a session-based and context-aware recommender system using various input data to provide a list of accommodations that will match the needs of the user.
In the challenge, participants will be tasked with predicting which accommodations (items) have been clicked in the search result during the last part of a user session in an offline evaluation setup. To this end, trivago will release a public dataset of hotel search sessions.
A detailed description of the challenge will be made available soon (see tentative timeline).
|January 2019||Release of the Dataset Note: the dataset is currently under final checks and being finalized. Stay tuned!|
RecSys Challenge starts
|June 2019||Challenge ends|
|July 2019||Announcement of the final leaderboard and winners Paper submission for RecSys Challenge Workshop|
|August 2019||Paper Acceptance NotificationsCamera-ready due for the accepted papers|
|September 16-20, 2019||Workshop will take place as part of the ACM RecSys conference in Copenhagen, Denmark.|