For the present Internet information detonation type grew, this paper proposed a kind personalized information recommendation method based on the Web mining. It introduced the personalized recommendation's flow and realizes model, and profits from the complex network the mass organization structure division method. It proposed personalized information recommendation method based on the network bookmark, analyzed in the mass organization based on the cooperation filtration and the mass organization based on “the information bridge” personalized information recommendation. Through the experiment this method is proved to be effective in the individualized information recommendation.