Clique percolation for finding naturally cohesive and overlapping document clusters

• Main Authors: GAO, Wei, WONG, Kam-Fai, XIA, Yunqing, XU, Ruifeng
• 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/4602; https://ink.library.smu.edu.sg/context/sis_research/article/5605/viewcontent/Gao2006_Chapter_CliquePercolationMethodForFind.pdf
• 機構: Singapore Management University

Techniques for find document clusters mostly depend on models that impose strong explicit and/or implicit priori assumptions. As a consequence, the clustering effects tend to be unnatural and stray away from the intrinsic grouping natures of a document collection. We apply a novel graph-theoretic te...