As internet grows up quickly, the information overloading problem is also obviously critical, so there are many researchers try to address this problem, recommender system is one kind of mechanisms to solve it, currently, recommender system has been successfully apply to various areas, likes book, E-Commerce, travel, restaurant, joke, and so on. But there are still a few joke recommender systems, especially in Chinese jokes, so this paper would combine the collaborative-based approach and Chinese jokes to provide users a personalized view mechanism.