摘要
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.
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.
出处
《计算机科学》
CSCD
北大核心
2003年第4期99-101,共3页
Computer Science
基金
国家自然科学基金(基金号:60082003)
