Valve Corporation

Mark Zbikowski

Taylor Karsten Sherman

Martin Otten

Anthony John Cox

Donald Ichiro Lambe

Adil Sardar

Alden Kroll

Christian Carollo

Described herein are, among other things, techniques, devices, and systems for generating one or more trained machine-learning models. Also described herein are techniques, devices, and systems for applying a consumption history of a particular user to the trained model(s) to generate score data indicating a correlation between each content-item title and the consumption history. The techniques then determine a ranked list of content items having a highest correlation to the consumption history, which may be used to retrieve videos associated with the most-correlated content items for generating a compilation video composed of these retrieved videos.

Custom compilation videos

Growing community of inventors

Medina, WA, United States of America

Mark Zbikowski