Online Article Ranking as a Constrained, Dynamic, Multi-Objective Optimization Problem

16 May 2017Jeya Balaji BalasubramanianAkshay SoniYashar MehdadNikolay Laptev

The content ranking problem in a social news website, is typically a function that maximizes a scalar metric of interest like dwell-time. However, like in most real-world applications we are interested in more than one metric---for instance simultaneously maximizing click-through rate, monetization metrics, dwell-time---and also satisfy the traffic requirements promised to different publishers... (read more)

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