A novel resource description based approach for clustering peers

作者：Zhu, X^*; Han, DY; Yu, Y; Zhu, WB

来源：ADVANCES IN WEB-AGE INFORMATION MANAGEMENT, PROCEEDINGS, SPRINGER-VERLAG BERLIN, HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY, 864-869, 2005.

Clustering similar peers could benefit document retrieval in P2P systems. In this paper, we suggested a resource description based approach to cluster peers according to their topics. By combining the topic model (an extension of language model) technique and fuzzy set theory, we solve the key problems about resource generation and peer similarity calculation. Experiments performed on the standard data sets prove that our approach is more effective than the traditional method.

• 出版日期2005
• 单位上海交通大学