Recommendation system framework

The recommendation system (RecSys) as a popular e-commerce application, mainly to help users find might be interested in, this is called personalized recommendation system; and advertisers can also use the content delivery to may be of interest to their users, which became a personalized advertising. Recommender systems are well-known, Amazon, RWW (RWW) called "the recommendation system of the king", after you buy a book from Amazon, you will find that it will often to mail some related books, this is sometimes annoying, ha ha; in addition to the film and video sites, like YouTube and Hulu will the United States famous video website; personalized music radio network, like the Pandora and Last.fm international and domestic DouBan FM; social networks, such as Facebook; personalized reading, such as GoogleReader; personalized messages and personalized advertising etc..

Framework

The architecture of the mainstream recommender system is shown below:



Recommendation system framework

The architecture of the dynamic recommendation system is as follows:

Recommendation system framework