Live Session
Tutorial: Conducting Recommender Systems User Studies Using POPROX
Conducting Recommender Systems User Studies Using POPROX
View on ACM Digital LibrarySpeakers
Robin Burke, Joseph Konstan and Michael Ekstrand
Abstract
The Platform for OPen Recommendation and Online eXperimentation (POPROX) is a new resource to allow RecSys researchers to conduct online user research without having to develop all of the necessary infrastructure and recruit users. Our first domain is personalized news recommendations � POPROX 1.0 provides a daily newsletter (with content from the Associated Press) to users who have already consented to participate in research, along with interfaces and protocols to support researchers in conducting studies that assign subsets of users to various experimental algorithms and/or interfaces.The purpose of this tutorial is to introduce the platform and its capabilities to prospective research users while walking through the implementation of a sample experiment so that researchers can proceed to propose and carry out experiments on the POPROX platform.