This paper first introduces the inevitability direction of Internet personal technique's development, and then analyzes the differences between Information Retrieval and Information Filtering. Further more, combin...This paper first introduces the inevitability direction of Internet personal technique's development, and then analyzes the differences between Information Retrieval and Information Filtering. Further more, combining with the group user interests and individual user interests, using VSM and FCM algorithm, this paper proposes a webpage recommendation model in personal surfing. This model can be applied not only in single website, but also in enterprise information collecting system. It also brings forward a method to extend concept. The advantage of the model is automatic concepts learning in the processing of user's feedback and browsing. Contrasting to concept dictionary method, it is more agility and gains well retrieval results.展开更多
文摘This paper first introduces the inevitability direction of Internet personal technique's development, and then analyzes the differences between Information Retrieval and Information Filtering. Further more, combining with the group user interests and individual user interests, using VSM and FCM algorithm, this paper proposes a webpage recommendation model in personal surfing. This model can be applied not only in single website, but also in enterprise information collecting system. It also brings forward a method to extend concept. The advantage of the model is automatic concepts learning in the processing of user's feedback and browsing. Contrasting to concept dictionary method, it is more agility and gains well retrieval results.
