Hi, I am trying to figure out what recommender or a combination of other techniques to use. I have a system where a user is presented with a list of pre-defined (max 50 products) when he/she is viewing a video clip from a finite (not huge) set. The relationship between video clip and what products to show is statically defined and can change from time to time. We collect clicks and resulting buys for these products. What we are trying to do is to come up with the recommender engine that would display top 4-5 products that a user would most likely click on and possibly buy (limited to the pre-defined list of up to 50 or so products for that particular video clip). We can think of a set of these pre-defined products as a category, but a product can appear in multiple categories.
What would be the best approach? Thanks. ________________________________ The information contained in this electronic transmission is intended only for the use of the recipient and may be confidential and privileged. Unauthorized use, disclosure, or reproduction is strictly prohibited and may be unlawful. If you have received this electronic transmission in error, please notify the sender immediately.