Hi,
I know there were a lot of question on this matter, I've looked everywhere but didn't find a good answer. I'm using the Universal Recommender to make a recommendation system for a video sharing website. I have a lot of details in terms of user behavior but the most important one ( at least that's what I'm now ) is the amount of seconds consumed by a visitor. A ration between the video length in seconds and the seconds the visitor actually has seen from it. Let's say that a visitor reached a landing page with a video with total length of 60 seconds. If the user actually sees 60 seconds ( the video player reports that the video played the entire 60 seconds ) I think I can assume that the visitor gave an implicit score of 10 out of 10 for this video. Is there a way I can include this value in the prediction system ? Or, order the returned items by this value? Thanks for reading this, any thought will be greatly appreciated. Thanks, Dan