Natural document clustering by clique percolation in random graphs

• Main Authors: GAO, Wei, WONG, Kam-Fai
• 格式: text
• 語言: English
• 出版: Institutional Knowledge at Singapore Management University 2006
• 主題: Databases and Information Systems
• 在線閱讀: https://ink.library.smu.edu.sg/sis_research/4603; https://ink.library.smu.edu.sg/context/sis_research/article/5606/viewcontent/Gao_Wong2006_Chapter_NaturalDocumentClusteringByCli.pdf
• 機構: Singapore Management University

Document clustering techniques mostly depend on models that impose explicit and/or implicit priori assumptions as to the number, size, disjunction characteristics of clusters, and/or the probability distribution of clustered data. As a result, the clustering effects tend to be unnatural and stray aw...