Personalized classification for keyword-based category profiles

• Main Authors: SUN, Aixin, LIM, Ee Peng, NG, Wee-Keong
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2002
• Subjects: Databases and Information Systems; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/980; https://ink.library.smu.edu.sg/context/sis_research/article/1979/viewcontent/7b04f5e1715c4617b221629aefda938acfc2.pdf
• Institution: Singapore Management University

Personalized classification refers to allowing users to define their own categories and automating the assignment of documents to these categories. In this paper, we examine the use of keywords to define personalized categories and propose the use of Support Vector Machine (SVM) to perform personali...