범주형 값들이 순서를 가지고 있는 데이터들의 클러스터링 기법

Clustering Algorithm for Sequences of Categorical Values

  • 오승준 (한양대학교 산업공학과) ;
  • 김재련 (한양대학교 산업공학과)
  • 발행 : 2002.05.01

초록

We study clustering algorithm for sequences of categorical values. Clustering is a data mining problem that has received significant attention by the database community. Traditional clustering algorlthms deal with numerical or categorical data points. However, there exist many important databases that store categorical data sequences. In this paper we introduce new similarity measure and develope a hierarchical clustering algorithm. An experimental section shows performance of the proposed approach.

키워드