Benchmarking News Recommendations

Frank Hopfgartner, Torben Brodt, Jonas Seiler, Benjamin Kille, Andreas Lommatzsch, Martha Larson, Roberto Turrin, András Serény
2016 SIGIR Forum  
The CLEF NewsREEL challenge is a campaign-style evaluation lab allowing participants to evaluate and optimize news recommender algorithms. The goal is to create an algorithm that is able to generate news items that users would click, respecting a strict time constraint. The lab challenges participants to compete in either a "living lab" (Task 1) or perform an evaluation that replays recorded streams (Task 2). In this report, we discuss the objectives and challenges of the NewsREEL lab,
more » ... last year's campaign and outline the main research challenges that can be addressed by participating in NewsREEL 2016.
doi:10.1145/2888422.2888443 fatcat:rgyv32ohmbh6rp2yypjygqohda